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@article{cheun2023design,
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@article{miao2018comprehensive,
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@article{durelli2019machine,
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@article{brintrup2020supply,
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@article{fazel2020state,
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@article{tadavarthi2020state,
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@article{abraham2019classification,
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@article{nathwani2022machine,
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@article{ponce2017leveraging,
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@article{tang2021exploring,
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@article{constancio2023deception,
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@article{kelley2022identifying,
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@article{ravnik2021sigmoid,
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@article{phan2022machine,
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@article{sayed2023smart,
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@inproceedings{guarda2021digital,
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  author={Guarda, Teresa and Balseca, Joel and Garc{\'\i}a, Kevin and Gonz{\'a}lez, Jairon and Yagual, Fabian and Castillo-Beltran, Hern{\'a}n},
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@article{nguyen2020machine,
  title={Machine learning for composition analysis of ssDNA using chemical enhancement in SERS},
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@article{alsalman2021balanced,
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@article{hu2023machine,
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@article{alaskar2021machine,
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@article{hagan2021comparison,
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@article{taffese2017significance,
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@article{marian2021current,
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@article{bitencourt2019machine,
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@article{abdel2022neural,
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@article{crozier2021wavelet,
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@inproceedings{navya2021classification,
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@article{mussgnug2022predictive,
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@article{detka2023drone,
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@article{martinez2020data,
  title={Data analysis and modeling techniques of welding processes: The state-of-the-art},
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@misc{gruber2022task,
  title={Task flow identification based on user intent},
  author={Gruber, Thomas Robert and Cheyer, Adam John and Kittlaus, Dag and Guzzoni, Didier Rene and Brigham, Christopher Dean and Giuli, Richard Donald and Bastea-Forte, Marcello and Saddler, Harry Joseph},
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@inproceedings{macleod2017use,
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  year={2018},
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}

@misc{gross2021systems,
  title={Systems and methods for proactively identifying and surfacing relevant content on an electronic device with a touch-sensitive display},
  author={Gross, Daniel C and Coffman, Patrick L and Dellinger, Richard R and Gauci, Jason J and Haghighi, Aria D and Irani, Cyrus D and Jones, Bronwyn A and Kapoor, Gaurav and Lemay, Stephen O and Morris, Colin C and others},
  year={2021},
  month=jul # "~20",
  publisher={Google Patents},
  note={US Patent 11,070,949}
}

@article{bailey2021machine,
  title={Machine learning for supplementing behavioral assessment},
  author={Bailey, Jordan D and Baker, Jonathan C and Rzeszutek, Mark J and Lanovaz, Marc J},
  journal={Perspectives on Behavior Science},
  pages={1--15},
  year={2021},
  publisher={Springer}
}

@article{wang2023optimal,
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  author={Wang, Lihua and Ye, Wenjing and Zhu, Yanjuan and Yang, Fan and Zhou, Yueting},
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  volume={151},
  pages={575--596},
  year={2023},
  publisher={Elsevier}
}

@inproceedings{karthiban2019review,
  title={A review on machine learning classification technique for bank loan approval},
  author={Karthiban, R and Ambika, M and Kannammal, KE},
  booktitle={2019 International Conference on Computer Communication and Informatics (ICCCI)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@misc{evermann2023system,
  title={System and method for inferring user intent from speech inputs},
  author={Evermann, Gunnar},
  year={2023},
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}

@misc{lemay2021virtual,
  title={Virtual assistant activation},
  author={Lemay, Stephen O and Newendorp, Brandon J and Dascola, Jonathan R},
  year={2021},
  month=aug # "~10",
  publisher={Google Patents},
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}

@inproceedings{martin2018automatic,
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  year={2018}
}

@article{nazari2015density,
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  author={Nazari, Zahra and Kang, Dongshik},
  journal={International Journal of Advanced Research in Artificial Intelligence (IJARAI)},
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  number={4},
  pages={69--76},
  year={2015}
}

@misc{walker2021application,
  title={Application integration with a digital assistant},
  author={Walker, II Robert A and NEWENDORP, Brandon J and DASARI, Rohit and GIULI, Richard D and Gruber, Thomas R and RADEBAUGH, Carey E and Garg, Ashish and Khosla, Vineet and RUSSELL, Jonathan H and PETERSON, Corey and others},
  year={2021},
  month=oct # "~19",
  publisher={Google Patents},
  note={US Patent 11,152,002}
}

@misc{acero2022low,
  title={Low-latency intelligent automated assistant},
  author={Acero, Alejandro and Zhang, Hepeng},
  year={2022},
  month=jul # "~5",
  publisher={Google Patents},
  note={US Patent 11,380,310}
}

@misc{kudurshian2021intelligent,
  title={Intelligent digital assistant in a multi-tasking environment},
  author={Kudurshian, Aram D and Jones, Bronwyn and Cranfill, Elizabeth Caroline Furches and Saddler, Harry J},
  year={2021},
  month=jun # "~15",
  publisher={Google Patents},
  note={US Patent 11,037,565}
}

@misc{binder2021voice,
  title={Voice trigger for a digital assistant},
  author={Binder, Justin and Post, Samuel D and Tackin, Onur and Gruber, Thomas R},
  year={2021},
  month=apr # "~13",
  publisher={Google Patents},
  note={US Patent 10,978,090}
}

@misc{hindi2021attention,
  title={Attention aware virtual assistant dismissal},
  author={Hindi, Musa M and Dasari, Rohit and Trungtin, TRAN},
  year={2021},
  month=may # "~18",
  publisher={Google Patents},
  note={US Patent 11,009,970}
}

@misc{schramm2021voice,
  title={Voice interaction at a primary device to access call functionality of a companion device},
  author={Schramm, Karl Ferdinand and Binder, Justin and Phipps, Benjamin S and Sung, Po Keng},
  year={2021},
  month=apr # "~20",
  publisher={Google Patents},
  note={US Patent 10,984,798}
}

@article{mule2017automated,
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  author={Mul{\`e}, G and Burlet, C and Vanbrabant, Y},
  journal={Journal of Raman Spectroscopy},
  volume={48},
  number={11},
  pages={1665--1675},
  year={2017},
  publisher={Wiley Online Library}
}

@misc{piernot2021reducing,
  title={Reducing the need for manual start/end-pointing and trigger phrases},
  author={Piernot, Philippe P and Binder, Justin},
  year={2021},
  month=sep # "~28",
  publisher={Google Patents},
  note={US Patent 11,133,008}
}

@misc{lindahl2022electronic,
  title={Electronic devices with voice command and contextual data processing capabilities},
  author={Lindahl, Aram M},
  year={2022},
  month=may # "~31",
  publisher={Google Patents},
  note={US Patent 11,348,582}
}

@article{salminen2023can,
  title={How can algorithms help in segmenting users and customers? A systematic review and research agenda for algorithmic customer segmentation},
  author={Salminen, Joni and Mustak, Mekhail and Sufyan, Muhammad and Jansen, Bernard J},
  journal={Journal of Marketing Analytics},
  volume={11},
  number={4},
  pages={677--692},
  year={2023},
  publisher={Palgrave Macmillan UK London}
}

@article{uyulan2023classification,
  title={Classification of the Central Effects of Transcutaneous Electroacupuncture Stimulation (TEAS) at Different Frequencies: A Deep Learning Approach Using Wavelet Packet Decomposition with an Entropy Estimator},
  author={Uyulan, {\c{C}}a{\u{g}}lar and Mayor, David and Steffert, Tony and Watson, Tim and Banks, Duncan},
  journal={Applied Sciences},
  volume={13},
  number={4},
  pages={2703},
  year={2023},
  publisher={MDPI}
}

@article{kabas2023deformation,
  title={Deformation energy estimation of cherry tomato based on some engineering parameters using machine-learning algorithms},
  author={Kabas, Onder and Kayakus, Mehmet and {\"U}nal, {\.I}lker and Moiceanu, Georgiana},
  journal={Applied Sciences},
  volume={13},
  number={15},
  pages={8906},
  year={2023},
  publisher={MDPI}
}

@article{raviya2021implementation,
  title={An Implementation of Hybrid Enhanced Sentiment Analysis System using Spark ML Pipeline: A Big Data Analytics Framework},
  author={Raviya, K and Vennila, Mary},
  journal={International Journal of Advanced Computer Science and Applications},
  volume={12},
  number={5},
  year={2021},
  publisher={Science and Information (SAI) Organization Limited}
}

@article{faraji2022two,
  title={Two-phase flow pressure drop modelling in horizontal pipes with different diameters},
  author={Faraji, Foad and Santim, Christiano and Chong, Perk Lin and Hamad, Faik},
  journal={Nuclear Engineering and Design},
  volume={395},
  pages={111863},
  year={2022},
  publisher={Elsevier}
}

@article{lokesh2023comparison,
  title={Comparison and validation of neural network models to estimate LED spectral power distribution},
  author={Lokesh, J and Padmasali, AN and Mahesha, MG and Kini, SG},
  journal={Lighting Research \& Technology},
  volume={55},
  number={3},
  pages={281--299},
  year={2023},
  publisher={SAGE Publications Sage UK: London, England}
}

@inproceedings{gruenen2017predictive,
  title={Predictive procurement insights: B2B business network contribution to predictive insights in the procurement process following a design science research approach},
  author={Gruenen, Jan and Bode, Christoph and Hoehle, Hartmut},
  booktitle={Designing the Digital Transformation: 12th International Conference, DESRIST 2017, Karlsruhe, Germany, May 30--June 1, 2017, Proceedings 12},
  pages={267--281},
  year={2017},
  organization={Springer}
}

@article{zhou2023adaptive,
  title={Adaptive sinh transformation Gaussian quadrature for 2D potential problems using deep learning},
  author={Zhou, Weiyu and Yang, Xiangjuan and Chen, Yongqiang},
  journal={Engineering Analysis with Boundary Elements},
  volume={155},
  pages={197--211},
  year={2023},
  publisher={Elsevier}
}

@inproceedings{pasha2018deep,
  title={A deep learning approach to the acoustic condition monitoring of a sintering plant},
  author={Pasha, Shahab and Ritz, Christian and Stirling, David and Zulli, Paul and Pinson, David and Chew, Sheng},
  booktitle={2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  pages={1803--1809},
  year={2018},
  organization={IEEE}
}

@article{carrasquilla2023lithofacies,
  title={Lithofacies prediction from conventional well logs using geological information, wavelet transform, and decision tree approach in a carbonate reservoir in southeastern Brazil},
  author={Carrasquilla, Abel},
  journal={Journal of South American Earth Sciences},
  pages={104431},
  year={2023},
  publisher={Elsevier}
}

@phdthesis{merhi2023open,
  title={Open Government Data and Value Creation: Exploring the Roles Canadian Data Intermediaries Play in the Value Creation Process},
  author={Merhi, Salah},
  year={2023},
  school={Universit{\'e} d'Ottawa/University of Ottawa}
}

@misc{peterson2023voice,
  title={Voice identification in digital assistant systems},
  author={Peterson, Corey J and Jessica, PECK and Biswas, Anumita and Simmonds, Harry},
  year={2023},
  month=may # "~23",
  publisher={Google Patents},
  note={US Patent 11,657,813}
}

@misc{lemay2021raise,
  title={Raise to speak},
  author={Lemay, Stephen O and Bastian, Michael R and Holenstein, Roman and Jeong, Minwoo and Maalouf, Charles and Newendorp, Brandon J and Nieto, Heriberto and Paek, Timothy and Peterson, Joanna and Scully, Shawn and others},
  year={2021},
  month=nov # "~9",
  publisher={Google Patents},
  note={US Patent 11,169,616}
}

@article{huhta2020work,
  title={Work disability risk prediction with machine learning},
  author={Huhta-Koivisto, Tero and others},
  year={2020}
}

@article{jarmatz2023generation,
  title={Generation of experimental data for model training to optimize fouling prediction},
  author={Jarmatz, Niklas and Augustin, Wolfgang and Scholl, Stephan},
  journal={Heat and Mass Transfer},
  pages={1--10},
  year={2023},
  publisher={Springer}
}

@article{riesener2020identification,
  title={Identification of evaluation criteria for algorithms used within the context of product development},
  author={Riesener, Michael and Doelle, Christian and Mendl-Heinisch, Michael and Klumpen, Niclas},
  journal={Procedia CIRP},
  volume={91},
  pages={508--515},
  year={2020},
  publisher={Elsevier}
}

@article{gautam2022review,
  title={A Review on Software Testing Using Machine Learning Techniques},
  author={Gautam, Shikha and Khunteta, Ajay and Sharma, Pooja},
  journal={ECS Transactions},
  volume={107},
  number={1},
  pages={3393},
  year={2022},
  publisher={IOP Publishing}
}

@phdthesis{hoover2022using,
  title={Using machine learning to identify causes of differential item functioning},
  author={Hoover, Jeffrey C},
  year={2022},
  school={University of Kansas}
}

@book{moorthy2018modeling,
  title={Modeling and characterization of mechanical properties in laser powder bed fusion additive manufactured Inconel 718},
  author={Moorthy, Senthamilaruvi},
  year={2018},
  publisher={Colorado School of Mines}
}

@inproceedings{blue2018bayesi,
  title={Bayesi-chain: Intelligent identity authentication},
  author={Blue, Juanita and Condell, Joan and Lunney, Tom and Furey, Eoghan},
  booktitle={2018 29th Irish Signals and Systems Conference (ISSC)},
  pages={1--6},
  year={2018},
  organization={IEEE}
}

@misc{van2022intelligent,
  title={Intelligent automated assistant for TV user interactions},
  author={Van Os, Marcel and Saddler, Harry J and Napolitano, Lia T and Russell, Jonathan H and Lister, Patrick M and Dasari, Rohit},
  year={2022},
  month=nov # "~29",
  publisher={Google Patents},
  note={US Patent 11,516,537}
}

@article{vahakainu2018tekoaly,
  title={Teko{\"a}ly terveydenhuollossa},
  author={V{\"a}h{\"a}kainu, Petri and Neittaanm{\"a}ki, Pekka},
  journal={Informaatioteknologian tiedekunnan julkaisuja/Jyv{\"a}skyl{\"a}n yliopisto},
  number={2018, 45},
  year={2018},
  publisher={Jyv{\"a}skyl{\"a}n yliopisto}
}

@inproceedings{akula2018towards,
  title={Towards an optimal bag-of-features representation for vehicle type classification in thermal infrared imagery},
  author={Akula, Aparna and Ghosh, Ripul and Guleria, Neeraj and Kumar, Satish and Sardana, HK},
  booktitle={Optics and Photonics for Information Processing XII},
  volume={10751},
  pages={191--207},
  year={2018},
  organization={SPIE}
}

@article{saputra2019klasifikasi,
  title={Klasifikasi Pengenalan Buah Menggunakan Algoritma Naive Baiyes},
  author={Saputra, Arif},
  journal={Jurnal RESISTOR (Rekayasa Sistem Komputer)},
  volume={2},
  number={2},
  pages={83--88},
  year={2019}
}

@inproceedings{blue2019proving,
  title={Proving yourself: addressing the refugee identity crisis with Bayesi-chain probability \& digital footprints},
  author={Blue, Juanita and Condell, Joan and Lunney, Tom},
  booktitle={2019 International Symposium on Networks, Computers and Communications (ISNCC)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@article{ashritha2020machine,
  title={Machine learning for automation software testing challenges, use cases advantages \& disadvantages},
  author={Ashritha, S and Padmashree, T},
  journal={International Journal of Innovative Science and Research Technology},
  volume={5},
  number={9},
  year={2020}
}

@phdthesis{zhang2020deep,
  title={Deep learning driven tool wear identification and remaining useful life prediction},
  author={Zhang, Xiaoyang},
  year={2020},
  school={Coventry University}
}

@article{kraus2018machine,
  title={Machine learning and evolutionary computing for gui-based regression testing},
  author={Kraus, Daniel},
  journal={arXiv preprint arXiv:1802.03768},
  year={2018}
}

@misc{kim2022detecting,
  title={Detecting a trigger of a digital assistant},
  author={Kim, Yoon and Bridle, John and Atkins, Joshua D and Li, Feipeng and Souden, Mehrez},
  year={2022},
  month=dec # "~20",
  publisher={Google Patents},
  note={US Patent 11,532,306}
}

@inproceedings{porcello2017designing,
  title={Designing and implementing Machine Learning Algorithms for advanced communications using FPGAs},
  author={Porcello, John C},
  booktitle={2017 IEEE Aerospace Conference},
  pages={1--10},
  year={2017},
  organization={IEEE}
}

@incollection{heo2022role,
  title={The role of big data research methodologies in describing investor risk attitudes and predicting stock market performance: deep learning and risk tolerance},
  author={Heo, Wookjae and Kwak, Eun Jin and Grable, John E},
  booktitle={Handbook of Research on New Challenges and Global Outlooks in Financial Risk Management},
  pages={293--315},
  year={2022},
  publisher={IGI Global}
}

@mastersthesis{langen2016ultra,
  title={Ultra-wideband radar simulator for classifying humans and animals based on micro-Doppler signatures},
  author={Langen, Helge},
  year={2016},
  school={NTNU}
}

@phdthesis{malia2021integration,
  title={Integration of Spin Squeezed States Into Free Space Atomic Sensors},
  author={Malia, Benjamin Karl},
  year={2021},
  school={Stanford University}
}

@inproceedings{lin2019design,
  title={Design of a daily brief business report generator based on web scraping with KNN algorithm},
  author={Lin, Gang and Liang, Yanchun and Fu, Xiaoyang and Chen, Guangshun and Cai, Shaocan},
  booktitle={Journal of Physics: Conference Series},
  volume={1345},
  number={5},
  pages={052064},
  year={2019},
  organization={IOP Publishing}
}

@inproceedings{wardani2021sentiment,
  title={Sentiment Analysis of Visitor Reviews on Hotel in West Sumatera},
  author={Wardani, Sandriyana Kusuma and Ruldeviyani, Yova},
  booktitle={2021 6th International Workshop on Big Data and Information Security (IWBIS)},
  pages={1--8},
  year={2021},
  organization={IEEE}
}

@misc{van2022system,
  title={System and method for processing voicemail},
  author={Van Os, Marcel and Novick, Gregory B and Herz, Scott M},
  year={2022},
  month=jul # "~12",
  publisher={Google Patents},
  note={US Patent 11,388,291}
}

@article{sako2020addressing,
  title={Addressing data accuracy and information integrity in mHealth solutions using machine learning algorithms},
  author={Sako, Zaid and Adibi, Sasan and Wickramasinghe, Nilmini},
  journal={Delivering Superior Health and Wellness Management with IoT and Analytics},
  pages={345--359},
  year={2020},
  publisher={Springer}
}

@misc{blatz2021providing,
  title={Providing relevant data items based on context},
  author={Blatz, John L and Aggarwal, Akshay and Bhargava, Radhika and Liu, Daiwei and Ramaswamy, Pallavika and So, Kelvin Ting Pui},
  year={2021},
  month=jul # "~13",
  publisher={Google Patents},
  note={US Patent 11,061,543}
}

@article{antariksa2019klasifikasi,
  title={Klasifikasi Ujaran Kebencian pada Cuitan dalam Bahasa Indonesia},
  author={Antariksa, Kevin and WP, Y Sigit Purnomo and Ernawati, Ernawati},
  journal={Jurnal Buana Informatika},
  volume={10},
  number={2},
  pages={164--171},
  year={2019}
}

@book{cook2018brain,
  title={Brain Based Enterprises: Harmonising the Head, Heart and Soul of Business},
  author={Cook, Peter},
  year={2018},
  publisher={Routledge}
}

@article{quelopana2021integration,
  title={Integration of strategic open-pit mine planning into hierarchical artificial intelligence},
  author={Quelopana, A and Navarra, A},
  journal={Journal of the Southern African Institute of Mining and Metallurgy},
  volume={121},
  number={12},
  pages={643--652},
  year={2021},
  publisher={The Southern African Institute of Mining and Metallurgy}
}

@misc{sinesio2023reducing,
  title={Reducing description length based on confidence},
  author={Sinesio, Andrew James and Coffman, Patrick L and Kline III, Frank-Robert and KUFELDT, Sara E and Macrae, Robert and PARISA, Kranti K and Goyal, Ankur},
  year={2023},
  month=sep # "~12",
  note={US Patent 11,755,276}
}

@article{lauer2016molecular,
  title={Molecular investigation of the mechanism of non-enzymatic hydrolysis of proteins and the predictive algorithm for susceptibility},
  author={Lauer, Timothy M and Wood, Geoffrey PF and Farkas, David and Sathish, Hasige A and Samra, Hardeep S and Trout, Bernhardt L},
  journal={Biochemistry},
  volume={55},
  number={23},
  pages={3315--3328},
  year={2016},
  publisher={ACS Publications}
}

@article{kang2020machine,
  title={Machine learning flow regime classification in three-dimensional printed tubes},
  author={Kang, Munku and Hwang, Leslie K and Kwon, Beomjin},
  journal={Physical Review Fluids},
  volume={5},
  number={8},
  pages={081901},
  year={2020},
  publisher={APS}
}

@inproceedings{rekha2020framework,
  title={A framework for sentiment analysis in customer product reviews using machine learning},
  author={Rekha, KB and Gowda, Naveen Chandra},
  booktitle={2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE)},
  pages={267--271},
  year={2020},
  organization={IEEE}
}

@inproceedings{lei2020intellegent,
  title={An intellegent vehicle oriented EMC reverse diagnostic model based on SVM},
  author={Lei, Jianmei and Mu, Jie and Zeng, Lingqiu and Han, Qingwen and Hu, Longbiao and Chen, Xu and Chen, LiDong},
  booktitle={2020 IEEE Intelligent Vehicles Symposium (IV)},
  pages={1544--1549},
  year={2020},
  organization={IEEE}
}

@article{tazhiyeva2018challenges,
  title={Challenges and opportunities of introducing Internet of Things and Artificial Intelligence applications into Supply Chain Management},
  author={Tazhiyeva, Aziza},
  year={2018}
}

@article{zimmerling2019virtual,
  title={Virtual product development using simulation methods and ai},
  author={Zimmerling, Clemens and Poppe, Christian and K{\"a}rger, Luise},
  journal={Lightweight Design worldwide},
  volume={12},
  number={6},
  pages={12--19},
  year={2019},
  publisher={Springer}
}

@misc{hansen2023digital,
  title={Digital assistant hardware abstraction},
  author={Hansen, Bryan and Ghotbi, Nikrouz and Gui, Yifeng and Huang, Xinyuan and Phipps, Benjamin S and Ray, Eugene and Shanbhag, Mahesh Ramaray and Tecarro, Jaireh and Wattal, Sumit},
  year={2023},
  month=sep # "~19",
  note={US Patent 11,765,209}
}

@article{yalccin2022determining,
  title={Determining the best estimation model with tree-based machine learning methods: implementation on customer spendings for e-commerce websites},
  author={Yal{\c{c}}in, Mehmet and Kalkan, Seda Ba{\u{g}}datli},
  journal={Advances and Applications in Statistics},
  volume={75},
  pages={91--109},
  year={2022}
}

@misc{york2023spoken,
  title={Spoken notifications},
  author={York, William M and GUPTA, Gagan A and Huang, Xinyuan and NIETO, Heriberto and Phipps, Benjamin S and Piersol, Kurt and others},
  year={2023},
  month=jul # "~18",
  note={US Patent 11,705,130}
}

@misc{hindi2022attention,
  title={Attention aware virtual assistant dismissal},
  author={Hindi, Musa M and Dasari, Rohit and Trungtin, TRAN},
  year={2022},
  month=jun # "~14",
  publisher={Google Patents},
  note={US Patent 11,360,577}
}

@misc{walker2023application,
  title={Application integration with a digital assistant},
  author={Walker, II Robert A and NEWENDORP, Brandon J and DASARI, Rohit and GIULI, Richard D and Gruber, Thomas R and RADEBAUGH, Carey E and Garg, Ashish and Khosla, Vineet and RUSSELL, Jonathan H and PETERSON, Corey and others},
  year={2023},
  month=sep # "~5",
  note={US Patent 11,749,275}
}

@article{godbole2021application,
  title={APPLICATION OF AI/ML/NLP TECHNOLOGY INTO THE BUSINESS PROCESS MODELLING},
  author={Godbole, Milind and Agarwal, Anuja and Sahay, B},
  journal={International Journal of Advanced Research in Engineering and Technology (IJARET)},
  volume={12},
  number={5},
  pages={37--50},
  year={2021}
}

@misc{malik2022determining,
  title={Determining head pose based on room reverberation},
  author={Malik, Sarmad Aziz and Maddika, Sreeneel and Naik, Devang K},
  year={2022},
  month=mar # "~29",
  publisher={Google Patents},
  note={US Patent 11,290,834}
}

@misc{freeman2023method,
  title={Method and system for operating a multifunction portable electronic device using voice-activation},
  author={Freeman, Daniel and Barrentine, Derek B},
  year={2023},
  month=jun # "~6",
  publisher={Google Patents},
  note={US Patent 11,671,920}
}

@misc{gruber2022systems,
  title={Systems and methods for integrating third party services with a digital assistant},
  author={Gruber, Thomas R and Brigham, Christopher D and Cheyer, Adam J and Keen, Daniel and Kocienda, Kenneth},
  year={2022},
  month=may # "~3",
  publisher={Google Patents},
  note={US Patent 11,321,116}
}

@inproceedings{ebeed2022convolution,
  title={Convolution Neural Network Fault Identifier in Distribution Network in the Presence of Distribution Generation Units},
  author={Ebeed, Mohammed and Hossam-Eldin, Ahmed},
  booktitle={2022 23rd International Middle East Power Systems Conference (MEPCON)},
  pages={1--6},
  year={2022},
  organization={IEEE}
}

@article{hamadah2020cybersecurity,
  title={Cybersecurity becomes smart using artificial intelligent and machine learning approaches: An overview},
  author={Hamadah, Siham and Aqel, Darah},
  journal={ICIC Express Letters, Part B: Applications},
  volume={11},
  number={12},
  pages={1115--1123},
  year={2020}
}

@inproceedings{burggraf2023transforming,
  title={Transforming Food Production: Smart Containers for Sustainable and Transparent Food Supply Chains},
  author={Burggr{\"a}f, Peter and Adlon, Tobias and Steinberg, Fabian and Salzwedel, Jan and Nettesheim, Philipp and Tschauder, Henning},
  booktitle={IFIP International Conference on Advances in Production Management Systems},
  pages={489--503},
  year={2023},
  organization={Springer}
}

@book{linke2021digitale,
  title={Digitale Wissensorganisation: Wissenszurechnung beim Einsatz autonomer Systeme (Volume 5, Edition 1)},
  author={Linke, Christian},
  year={2021},
  publisher={Nomos Verlagsgesellschaft mbH \& Co. KG}
}

@misc{orr2023intelligent,
  title={Intelligent assistant for home automation},
  author={Orr, Ryan M and Nell, Garett R and Brumbaugh, Benjamin L},
  year={2023},
  month=jul # "~11",
  note={US Patent 11,699,448}
}

@article{ovcharenko2021application,
  title={Application of Machine Learning Methods for Estimating the Fuel Consumption of Locomotives for Switching Service},
  author={Ovcharenko, Sergei and Chetvergov, Vitalii and Minakov, Vitalii},
  journal={Transportation Research Procedia},
  volume={54},
  pages={802--807},
  year={2021},
  publisher={Elsevier}
}

@article{cordeiro2022volumetric,
  title={Volumetric estimates in eucalyptus stands using support vector machines and artificial neural networks},
  author={Cordeiro, M{\'a}rcio Assis and Arce, Julio Eduardo and Guimar{\~a}es, Fabiane Aparecida Retslaff and Bonete, Izabel Passos and Silva, Anthoinny Vitt{\'o}ria dos Santos and Abreu, Jadson Coelho de and Binoti, Daniel Henrique Breda},
  journal={Madera y bosques},
  volume={28},
  number={1},
  year={2022}
}

@mastersthesis{sklet2018exploring,
  title={Exploring the capabilities of machine learning (ML) for 1D blood flow: Application to coronary flow},
  author={Sklet, Vilde},
  year={2018},
  school={NTNU}
}

@article{singh2021green,
  title={Green plant leaf disease detection using K-means segmentation, color and texture features with support vector machine and random forest classifier},
  author={Singh, Ashutosh Kumar and Chourasia, Bharti and Raghuwanshi, Neetesh and Raju, K},
  journal={J. Green Eng},
  volume={11},
  pages={3157--3180},
  year={2021}
}

@phdthesis{arienti2020time,
  title={Time series forecasting applied to an energy management system-A comparison between Deep Learning Models and other Machine Learning Models},
  author={Arienti, Jo{\~a}o Henrique Leal},
  year={2020}
}

@book{litsey2017resources,
  title={Resources anytime, anywhere: How interlibrary loan becomes resource sharing},
  author={Litsey, Ryan},
  year={2017},
  publisher={Chandos Publishing}
}

@article{shafi2019hybrid,
  title={A hybrid of multiple linear regression clustering model with support vector machine for colorectal cancer tumor size prediction},
  author={Shafi, Muhammad Ammar and Rusiman, Mohd Saifullah and Ismail, Shuhaida and Kamardan, Muhamad Ghazali},
  journal={International Journal of Advanced Computer Science and Applications},
  volume={10},
  number={4},
  year={2019},
  publisher={Science and Information (SAI) Organization Limited}
}

@article{lowin2021physical,
  title={From Physical to Virtual: Leveraging Drone Imagery to Automate Photovoltaic System Maintenance},
  author={Lowin, Maximilian and Kellner, Domenic and Kohl, Tobias and Mihale-Wilson, Cristina},
  year={2021},
  publisher={Gesellschaft f{\"u}r Informatik, Bonn}
}

@article{kogut2016neural,
  title={Neural networks for the generation of sea bed models using airborne lidar bathymetry data},
  author={Kogut, Tomasz and Niemeyer, Joachim and Bujakiewicz, Aleksandra},
  journal={Geodesy and Cartography 65 (2016), Nr. 1},
  volume={65},
  number={1},
  pages={41--53},
  year={2016},
  publisher={Abingdon: Taylor and Francis Ltd.}
}

@article{abhijith2023data,
  title={Data Mining for Emotional Analysis of Big Data},
  author={Abhijith, Geda Sai Venkata and Gundad, Amit Kumar Vinayak},
  journal={International Journal of Intelligent Systems and Applications in Engineering},
  volume={11},
  number={3s},
  pages={271--279},
  year={2023}
}

@article{siltala2020simulating,
  title={Simulating data center cooling systems: data-driven and physical modeling methods},
  author={Siltala, Mikko and others},
  year={2020}
}

@inproceedings{araujo2019decision,
  title={Decision Trees Applied to Fault Locations in Distribution Systems with Smart Meters},
  author={Ara{\'u}jo, Marcel Ayres de and Flauzino, Rog{\'e}rio Andrade and Moraes, Lucas Assis de and Borges, F{\'a}bbio Anderson Silva and Spatti, Danilo Hernane},
  booktitle={2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I\&CPS Europe)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@inproceedings{pranay2022classification,
  title={Classification Studies on Vibrational Patterns of Distributed Fiber Sensors using Machine Learning},
  author={Pranay, Yada Sai and Tabjula, Jagadeeshwar and Kanakambaran, Srijith},
  booktitle={2022 IEEE Bombay Section Signature Conference (IBSSC)},
  pages={1--5},
  year={2022},
  organization={IEEE}
}

@misc{blatz2022providing,
  title={Providing relevant data items based on context},
  author={Blatz, John L and Aggarwal, Akshay and Bhargava, Radhika and Liu, Daiwei and Ramaswamy, Pallavika and So, Kelvin Ting Pui},
  year={2022},
  month=dec # "~20",
  publisher={Google Patents},
  note={US Patent 11,531,456}
}

@inproceedings{wu2022accuracy,
  title={Accuracy vs Efficiency: Machine Learning Enabled Anomaly Detection on the Internet of Things},
  author={Wu, Xin-Wen and Cao, Yongtao and Dankwa, Richard},
  booktitle={2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)},
  pages={245--251},
  year={2022},
  organization={IEEE}
}

@phdthesis{martin2020determining,
  title={Determining estuarine seagrass density measures from low altitude multispectral imagery flown by remotely piloted aircraft},
  author={Martin, Ross David},
  year={2020},
  school={The University of Waikato}
}

@book{ramjan2023principles,
  title={Principles and Theories of Data Mining with RapidMiner},
  author={Ramjan, Sarawut and Sunkpho, Jirapon},
  year={2023},
  publisher={IGI Global}
}

@article{jarosz2023artificial,
  title={Artificial Intelligence-an agenda for management sciences},
  author={Jarosz, Szymon},
  journal={e-mentor},
  volume={99},
  number={2},
  pages={47--55},
  year={2023},
  publisher={Szko{\l}a G{\l}{\'o}wna Handlowa w Warszawie, Fundacja Promocji i Akredytacji~…}
}

@inproceedings{jooravan2022comparative,
  title={Comparative Study of Binary Classifiers for Reducing False Negative Detection of Melanoma in Skin Lesions},
  author={Jooravan, Amith and Reddy, Serendra and Pillay, Nelendran},
  booktitle={2022 International Conference on Engineering and Emerging Technologies (ICEET)},
  pages={1--6},
  year={2022},
  organization={IEEE}
}

@phdthesis{hoseini2020leveraging,
  title={Leveraging machine learning to identify quality issues in the Medicaid claim adjudication process},
  author={Hoseini, Cyrus},
  year={2020},
  school={Indiana State University}
}

@phdthesis{law2019predicting,
  title={Predicting disability progression in secondary progressive multiple sclerosis by machine learning: a comparison of common methods and analysis of data limitations},
  author={Law, Marco},
  year={2019},
  school={University of British Columbia}
}

@phdthesis{kovavc2015umjetna,
  title={Umjetna inteligencija danas},
  author={Kova{\v{c}}, Lorena},
  year={2015},
  school={University of Rijeka. Faculty of Humanities and Social Sciences. Department~…}
}

@phdthesis{juschke2023physically,
  title={Physically Inspired Predistortion of RF Power Amplifiers with Artificial Neural Networks},
  author={J{\"u}schke, Patrick},
  year={2023},
  school={FAU University Press}
}

@article{vega2019modelo,
  title={Modelo de pron{\'o}stico de rendimiento acad{\'e}mico de alumnos en los cursos del programa de estudios b{\'a}sicos de la Universidad Ricardo Palma usando algoritmos de Machine Learning},
  author={Vega Garc{\'\i}a, Javier Fernando},
  year={2019},
  publisher={Universidad Ricardo Palma}
}

@incollection{khaiter2022advanced,
  title={Advanced Scientific Methods and Tools in Sustainable Forest Management: A Synergetic Perspective},
  author={Khaiter, Peter A and Erechtchoukova, Marina G},
  booktitle={Forest Dynamics and Conservation: Science, Innovations and Policies},
  pages={279--309},
  year={2022},
  publisher={Springer}
}

@phdthesis{hagan2022predictive,
  title={Predictive Analytics in an Intensive Care Unit by Processing Streams of Physiological Data in Real-time},
  author={Hagan, Rachael},
  year={2022},
  school={Queen's University Belfast}
}

@phdthesis{campbell2023whats,
  title={Whats on your Tensors? A Design exploration of applied artifical intelligence to help facilitate digital equity.},
  author={Campbell-Redl, Rebecca},
  year={2023},
  school={Open Access Te Herenga Waka-Victoria University of Wellington}
}

@mastersthesis{tacs2023comparison,
  title={Comparison of Machine Learning and Standard Credit Risk Models' Performances in Credit Risk Scoring of Buy Now Pay Later Customers},
  author={TA{\c{S}}, CANER},
  year={2023},
  school={Middle East Technical University}
}

@phdthesis{jooravan2023automatic,
  title={Automatic detection of melanoma in dermoscopic images of skin lesions},
  author={Jooravan, Amith},
  year={2023}
}

@misc{carlsson2017user,
  title={User and Entity Behavior Anomaly Detection using Network Traffic},
  author={Carlsson, Oskar and Nabhani, Daniel},
  year={2017}
}

@article{da2023constitutive,
  title={Constitutive Modelling in Hyperelasticity with Neural Networks},
  author={da Silva Carvalho, Eduardo},
  year={2023}
}

@inproceedings{jueschke2017machine,
  title={Machine learning using neural networks in digital signal processing for RF transceivers},
  author={Jueschke, Patrick and Fischer, Georg},
  booktitle={2017 IEEE AFRICON},
  pages={384--390},
  year={2017},
  organization={IEEE}
}

@misc{grundberg2021generating,
  title={Generating 3D Scenes From Single RGB Images in Real-Time Using Neural Networks},
  author={Grundberg, M{\aa}ns and Altintas, Viktor},
  year={2021}
}

@article{ilyas2018anfis,
  title={Anfis ve regresyon analizi ile enflasyon tahmini ve kar{\c{s}}{\i}la{\c{s}}t{\i}rmas{\i}},
  author={{\.I}LYAS, Tanriverdi and URFALIO{\u{G}}LU, Fatma},
  journal={Sosyal Bilimler Ara{\c{s}}t{\i}rma Dergisi},
  volume={7},
  number={3},
  pages={120--141},
  year={2018},
  publisher={Denta Florya ADSM Limited Company}
}

@inproceedings{thongyoo2016automated,
  title={Automated thai online assignment scoring},
  author={Thongyoo, Thannicha and Saelee, Somkid and Krootjohn, Soradech},
  booktitle={2016 Fifth ICT International Student Project Conference (ICT-ISPC)},
  pages={33--36},
  year={2016},
  organization={IEEE}
}

@phdthesis{wei2022social,
  title={Social Support Seeking Behaviors and Provision in Online Communities: Associations between Social Support Seeking Behaviors and Social Support Received},
  author={Wei, Xiaofei},
  year={2022},
  school={The University of Wisconsin-Madison}
}

@phdthesis{mehrabi2022hardware,
  title={Hardware implementation of elliptic curve cryptography based on residue number systems},
  author={Mehrabi, Mohamad Ali},
  year={2022},
  school={Macquarie University}
}

@techreport{kang2022potential,
  title={Potential of Data-driven Approaches for Modeling Heat and Mass Convection Processes},
  author={Kang, Munku},
  year={2022},
  institution={Arizona State University}
}

@article{rodriguez2020inteligencia,
  title={Inteligencia artificial y datos masivos en archivos digitales sonoros y audiovisuales},
  author={Rodr{\'\i}guez Res{\'e}ndiz, Perla Olivia},
  year={2020},
  publisher={Universidad Nacional Aut{\'o}noma de M{\'e}xico. Instituto de Investigaciones~…}
}

@inproceedings{soto2022evolutionary,
  title={Evolutionary Algorithm for Solving Supervised Classification Problems: An Experimental Study},
  author={Soto, Daniel and Soto, Wilson},
  booktitle={2022 6th International Conference on Intelligent Systems, Metaheuristics \& Swarm Intelligence},
  pages={24--29},
  year={2022}
}

@article{gudivada2018evolution,
  title={Evolution and Facets of Data Analytics for Educational Data Mining and Learning Analytics},
  author={Gudivada, Venkat N and Rao, Dhana L and Ding, Junhua},
  journal={Responsible Analytics and Data Mining in Education: Global Perspectives on Quality, Support, and Decision Making},
  pages={16--42},
  year={2018},
  publisher={Routledge}
}

@article{han2018enhancing,
  title={Enhancing the impact of color through artificial intelligence for visual narration},
  author={Han, Youngsue and Roh, Hyunjung and Kim, Jaehoon and Hwang, Suhyoun},
  journal={Journal of AI Humanities},
  volume={2},
  pages={145--168},
  year={2018}
}

@article{ju2020detection,
  title={Detection of malicious code using the direct hashing and pruning and support vector machine},
  author={Ju, YeongJi and Kim, MinGu and Shin, JuHyun},
  journal={Concurrency and Computation: Practice and Experience},
  volume={32},
  number={18},
  pages={e5483},
  year={2020},
  publisher={Wiley Online Library}
}

@article{duner2023solving,
  title={Solving Problems, One Role at a Time},
  author={Dun{\'e}r, Felix and Johansson, Eric},
  year={2023}
}

@article{hinkle2016determination,
  title={Determination of emotional state through physiological measurement},
  author={Hinkle, Lee B},
  year={2016}
}

@article{hewage2022learned,
  title={A Learned Polyalphabetic Decryption Cipher},
  author={Hewage, Chaminda and Jayal, Ambikesh and Jenkins, Glenn and Brown, Ryan J},
  year={2022},
  publisher={Cardiff Metropolitan University}
}

@article{lindberg2018use,
  title={Use of predictive analytics in B2B sales lead generation},
  author={Lindberg, Anna-Maria},
  year={2018},
  publisher={Haaga-Helia ammattikorkeakoulu}
}

@article{han2022labelling,
  title={Labelling the psychological impact of colour in films for deep learning processing based on the humanities approach: RGB information in colour classification in film},
  author={Han, Youngsue and Roh, Hyunjung and Whelan, Thomas and Hwang, Suhyoun and Kim, Minju},
  journal={Jahr: Europski {\v{c}}asopis za bioetiku},
  volume={13},
  number={1},
  pages={193--210},
  year={2022},
  publisher={Katedra za dru{\v{s}}tvene i humanisti{\v{c}}ke znanosti u medicini Medicinskog~…}
}

@article{ghazi2021redesigning,
  title={Redesigning Post-Operative Processes Using Data Mining Classification Techniques},
  author={Ghazi Alwattar, Hayder},
  journal={International Journal of Software Engineering and Computer Systems},
  volume={7},
  number={2},
  pages={64--73},
  year={2021},
  publisher={Universiti Malaysia Pahang}
}

@mastersthesis{kaliyugarasan2019deep,
  title={Deep transfer learning in medical imaging},
  author={Kaliyugarasan, Sathiesh Kumar},
  year={2019},
  school={The University of Bergen}
}

@misc{binder2023voice,
  title={Voice trigger for a digital assistant},
  author={Binder, Justin and Post, Samuel D and Tackin, Onur and Gruber, Thomas R},
  year={2023},
  month=jan # "~17",
  publisher={Google Patents},
  note={US Patent 11,557,310}
}

@book{risenmay2023application,
  title={Application of Supervised Machine Learning to Search for Nuclear Fallout Analytes that Identify Explosive Type},
  author={Risenmay, Matthew Allan},
  year={2023},
  publisher={North Carolina State University}
}

@phdthesis{crozier2021using,
  title={Using Spectral Analysis and Fluid Dynamics to Understand Supraglacial Stream Networks on the Greenland Ice Sheet and Seismicity at Kilauea Volcano},
  author={Crozier, Joshua},
  year={2021},
  school={University of Oregon}
}

@inproceedings{jiang2017gpu,
  title={GPU-accelerated Apriori algorithm},
  author={Jiang, Hao and Xu, Chen-Wei and Liu, Zhi-Yong and Yu, Li-Yan},
  booktitle={ITM web of conferences},
  volume={12},
  pages={03046},
  year={2017},
  organization={EDP Sciences}
}

@phdthesis{hoang2022sers,
  title={SERS-based ssDNA composition analysis using chemical enhancement and machine learning methods},
  author={Hoang, Lan Phuong Nguyen},
  year={2022},
  school={University of California, San Diego}
}

@phdthesis{grunen2021digitalization,
  title={Digitalization technologies and business trends in procurement},
  author={Gr{\"u}nen, Jan},
  year={2021},
  school={Universitaet Mannheim (Germany)}
}

@article{hahto2023supplier,
  title={Supplier Data Analysis and Utilization in Supply Chain Management: Case ABB Smart Power},
  author={Hahto, Miika},
  year={2023}
}

@article{atanassov2018system,
  title={System for Sentiment Analysis of Big Text Data},
  author={Atanassov, A and Al-Barznji, K and Tomova, F},
  journal={Machines. Technologies. Materials.},
  volume={12},
  number={8},
  pages={316--319},
  year={2018},
  publisher={Scientific Technical Union of Mechanical Engineering" Industry 4.0"}
}

@article{omoifo2018obstacle,
  title={Obstacle detection in autonomous vehicles using deep learning},
  author={Omoifo, Darlington},
  year={2018},
  publisher={Metropolia Ammattikorkeakoulu}
}

@article{osorio2022novel,
  title={Novel Approaches to Pervasive and Remote Sensing in Cardiovascular Disease Assessment},
  author={Os{\'o}rio, Daniel Faustino de Noronha},
  year={2022}
}

@article{muraina2022exploration,
  title={Exploration of Data Science Techniques in Predicting StudentsT Relevant Courses of Study on Getting to Higher Institutions},
  author={MURAINA, Ismail Olaniyi},
  year={2022}
}

@inproceedings{andriani2021prognosis,
  title={Prognosis of Diabetes Mellitus with Transfer Learning-Based Na{\"\i}ve Bayes Method},
  author={Andriani, A and Hartati, S},
  booktitle={Journal of Physics: Conference Series},
  volume={1898},
  number={1},
  pages={012019},
  year={2021},
  organization={IOP Publishing}
}

@mastersthesis{piggott2015identification,
  title={Identification of business travelers through clustering algorithms},
  author={Piggott, JJH},
  year={2015},
  school={University of Twente}
}

@article{sako2016data,
  title={Data accuracy in mHealth},
  author={Sako, Zaid Zekiria and Karpathiou, Vass and Wickramasinghe, Nilmini},
  journal={Contemporary Consumer Health Informatics},
  pages={379--397},
  year={2016},
  publisher={Springer}
}

@phdthesis{merhi2022open,
  title={OPEN GOVERNMENT DATA AND VALUE CREATION},
  author={Merhi, Salah},
  year={2022},
  school={University of Ottawa}
}

@inproceedings{jeong2018search,
  title={A search for computationally efficient supervised learning algorithms of anomalous traffic},
  author={Jeong, Hae-Duck J and Jeong, Gil-Seong and Kim, Won-Jung and Kim, Jinwon and Song, Hanbin and Ryu, Myeong-Un and Lee, Jongsuk R},
  booktitle={Innovative Mobile and Internet Services in Ubiquitous Computing: Proceedings of the 11th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2017)},
  pages={590--600},
  year={2018},
  organization={Springer}
}

@book{hunt2022data,
  title={A Data Processing, Feature Engineering, Variable Selection, and Machine Learning Modeling Framework for Predictive Agriculture},
  author={Hunt, Rachelle Lee},
  year={2022},
  publisher={North Carolina State University}
}

@misc{schroder2021unboxing,
  title={Unboxing The Algorithm: Understandability And Algorithmic Experience In Intelligent Music Recommendation Systems},
  author={Schr{\"o}der, Anna Marie},
  year={2021}
}

@phdthesis{lopez2019distributed,
  title={Distributed reinforcement learning in emergency response simulation},
  author={Lopez, Cesar},
  year={2019},
  school={University of British Columbia}
}

@article{peng2019policy,
  title={Policy Direct Search for Effective Reinforcement Learning},
  author={Peng, Yiming},
  year={2019},
  publisher={Victoria University of Wellington}
}

@book{linke2021digitale,
  title={Digitale Wissensorganisation},
  author={Linke, Christian},
  year={2021},
  publisher={Nomos Verlagsgesellschaft mbH \& Co. KG}
}

@article{saez2021finding,
  title={Finding Trends in the B2B Textile Sector using Machine Learning},
  author={S{\'a}ez Mart{\'\i}nez, Javier},
  year={2021},
  publisher={Consejo Superior de Investigaciones Cient{\'\i}ficas (Espa{\~n}a)}
}

@article{saez2021aplicacion,
  title={Aplicaci{\'o}n de herramientas de ML a la predicci{\'o}n de tendencias en funci{\'o}n del an{\'a}lisis de hist{\'o}ricos de ventas B2B},
  author={S{\'a}ez Mart{\'\i}nez, Javier and others},
  year={2021}
}

@misc{nyman2020exploring,
  title={Exploring the potential for machine learning techniques to aid in categorizing electron trajectories during magnetic reconnection},
  author={Nyman, M{\aa}ns and Ulug, Caner Naim},
  year={2020}
}

@incollection{dharwadkar2021risk,
  title={Risk Analysis of Diabetic Patient Using Map-Reduce and Machine Learning Algorithm},
  author={Dharwadkar, Nagaraj V and Poojara, Shivananda R and Kannur, Anil K},
  booktitle={Handbook of Research on Engineering, Business, and Healthcare Applications of Data Science and Analytics},
  pages={307--329},
  year={2021},
  publisher={IGI Global}
}

@inproceedings{jain2022comprehensive,
  title={Comprehensive Survey on Data science, Lifecycle, Tools and its Research Issues},
  author={Jain, Shaveta and others},
  booktitle={2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON)},
  volume={1},
  pages={838--842},
  year={2022},
  organization={IEEE}
}

@article{kvrivz2015business,
  title={Business Intelligence {\v{r}}e{\v{s}}en{\'\i} pro spole{\v{c}}nost 1188},
  author={K{\v{R}}{\'I}{\v{Z}}, P},
  journal={Brno University of Technology},
  year={2015}
}

@phdthesis{faraji2021gas,
  title={Gas-condensate Reservoir Performance Modelling},
  author={Faraji, Foad},
  year={2021},
  school={Teesside University}
}

@article{cordeiro2022estimativas,
  title={Estimativas volum{\'e}tricas em povoamentos de eucalipto utilizando m{\'a}quinas de vetores de suporte e redes neurais artificiais},
  author={Cordeiro, M{\'a}rcio Assis and Arce, Julio Eduardo and Guimar{\~a}es, Fabiane Aparecida Retslaff and Bonete, Izabel Passos and Silva, Anthoinny Vitt{\'o}ria dos Santos and Abreu, Jadson Coelho de and Binoti, Daniel Henrique Breda},
  journal={Madera y bosques},
  volume={28},
  number={1},
  year={2022},
  publisher={Instituto de Ecolog{\'\i}a AC}
}

@misc{omar2020comparative,
  title={A Comparative study of cancer detection models using deep learning},
  author={Omar Ali, Nasra},
  year={2020},
  publisher={Malm{\"o} universitet/Teknik och samh{\"a}lle}
}

@article{romero2017desarrollo,
  title={DESARROLLO DE COMPETENCIAS LABORALES Y LA CALIDAD DE SERVICIOS ADMINISTRATIVOS EN LA MUNICIPALIDAD DISTRITAL DE AMARILIS--2017},
  author={Romero Villasis, Misael Eugenio},
  year={2017},
  publisher={UNIVERSIDAD DE HU{\'A}NUCO}
}

@phdthesis{csahinarslan2019makine,
  title={Makine {\"o}{\u{g}}renmesi algoritmalar{\i} ile n{\"u}fus tahmini: T{\"u}rkiye {\"o}rne{\u{g}}i},
  author={{\c{S}}ahinarslan, Fatih Veli},
  year={2019},
  school={Sosyal Bilimler Enstit{\"u}s{\"u}}
}

@article{tutuncu2023kredi,
  title={Kredi Temerr{\"u}t Riskini Tahmin Etmede Makine {\"O}{\u{g}}renme Algoritmalar{\i}n{\i}n Kar{\c{s}}{\i}la{\c{s}}t{\i}r{\i}lmas{\i}},
  author={T{\"u}t{\"u}nc{\"u}, Toprak Enes and G{\"u}rsakal, Sevda},
  journal={Avrupa Bilim ve Teknoloji Dergisi},
  number={50},
  pages={14--22},
  year={2023},
  publisher={Osman SA{\u{G}}DI{\c{C}}}
}

@phdthesis{laufenberg2021ethical,
  title={Ethical assessment of AI systems in healthcare: A use case},
  author={Laufenberg, Frederike},
  year={2021},
  school={Goethe University Frankfurt}
}

@misc{wellander2022machine,
  title={Machine learning for identifying how much women and men talk in meetings},
  author={Wellander, Matilda and Sintorn, Vera},
  year={2022}
}

@article{phala2019study,
  title={A study into intelligent Neutral Section fault monitoring system on the Coal line using wireless sensor networks},
  author={Phala, KM and Doorsamy, W and Paul, BS},
  year={2019}
}

@article{chmielecki2019machine,
  title={Machine Learning Based on Cloud Solutions},
  author={Chmielecki, Przemys{\l}aw},
  year={2019},
  publisher={Wydawnictwo Uniwersytetu Rzeszowskiego}
}

@article{syed2018machine,
  title={Machine Learning in Healthcare: Identifying Pneumonia with Artificial Intelligence},
  author={Syed, Maria},
  year={2018},
  publisher={Metropolia Ammattikorkeakoulu}
}

@article{can2021eugitim,
  title={E{\u{g}}itim alan{\i}nda makine {\"o}{\u{g}}renimi s{\i}n{\i}fland{\i}rma algoritmalar{\i}n{\i}n incelenmesi},
  author={Can, Canay},
  year={2021},
  publisher={Akdeniz {\"U}niversitesi}
}

@article{harkonen2021forecasting,
  title={Forecasting stock index trend with Support Vector Machine and Long-Short term memory: a case study of models fitted on OMXH25 data},
  author={H{\"a}rk{\"o}nen, Emilia},
  year={2021}
}

@article{darney2020questions,
  title={Questions from a Contraceptive Pill Junkie: Applying Human Psychometrics to Investigate Gender Bias in Machine Learning},
  author={Darney, Hazel},
  year={2020},
  publisher={Victoria University of Wellington}
}

@inproceedings{yan2020modelling,
  title={Modelling of A Flow Meter through Machine learning},
  author={Yan, Bing and Zhang, Jianyong and Cheng, Ruixue and Liu, Chenhua},
  booktitle={2020 IEEE SENSORS},
  pages={1--4},
  year={2020},
  organization={IEEE}
}

@mastersthesis{fennis2019machine,
  title={Machine learning solutions for exception handling},
  author={Fennis, Justin},
  year={2019},
  school={University of Twente}
}

@misc{nordstrom2018automated,
  title={Automated classification of bibliographic data using SVM and Naive Bayes},
  author={Nordstr{\"o}m, Jesper},
  year={2018}
}

@article{auer2019artificial,
  title={Artificial intelligence-based process for metal scrap sorting},
  author={Auer, Maximilian and Osswald, Kai and Volz, Raphael and Woidasky, Joerg},
  journal={arXiv preprint arXiv:1903.09415},
  year={2019}
}

@phdthesis{kovalskii2022algoritmi,
  title={Algoritmi de recunoaștere automat{\u{a}} a gesturilor m{\^a}inii, captate prin contracția mușchilor},
  author={KOVALSKII, Vladislav},
  year={2022},
  school={Universitatea Tehnic{\u{a}} a Moldovei}
}

@article{lemus2020enhancement,
  title={Enhancement of vehicular ad hoc networks using machine learning-based prediction methods},
  author={Lemus C{\'a}rdenas, Leticia},
  year={2020},
  publisher={Universitat Polit{\`e}cnica de Catalunya}
}

@article{hooverevaluating,
  title={Evaluating the Performance of Person-Fit Detection Methods in Diagnostic Classification Models},
  author={Hoover, Jeffrey C and Thompson, W Jake}
}

@inproceedings{terrier2020machine,
  title={A Machine Learning Tool to Match 2D Drawings and 3D Objects’ Category for Populating Mockups in VR},
  author={Terrier, Romain and Martin, Nicolas},
  booktitle={Virtual Reality and Augmented Reality: 17th EuroVR International Conference, EuroVR 2020, Valencia, Spain, November 25--27, 2020, Proceedings 17},
  pages={240--246},
  year={2020},
  organization={Springer}
}

@article{crozier2022very,
  title={Very-long-period seismicity over the 2008-2018 eruption of Kilauea Volcano},
  author={Crozier, Joshua A and Karlstrom, Leif},
  journal={Authorea Preprints},
  year={2022},
  publisher={Authorea}
}

@article{guerrero2017data,
  title={Data Driven Approach to Enhancing Efficiency and Value in Healthcare},
  author={Guerrero Ludue{\~n}a, Richard E},
  year={2017},
  publisher={Universitat de Barcelona}
}

@phdthesis{arowolo2021hybrid,
  title={Hybrid Dimensionality Reduction Model for Classification of Ribonucleic Acid Sequencing Malaria Vector Dataset},
  author={Arowolo, Micheal Olaolu},
  year={2021},
  school={Landmark University}
}

@phdthesis{alvimethodology,
  title={A methodology to support online monitoring and control of complex processes in the foundry industry using machine learning},
  author={Alvi, Saad Bashir},
  school={Dissertation, Duisburg, Essen, Universit{\"a}t Duisburg-Essen, 2023}
}

@article{dounias2018hybrid,
  title={Hybrid Computational Intelligence and the Basic Concepts and Recent Advances},
  author={Dounias, Georgios},
  journal={Encyclopedia of Information Science and Technology, Fourth Edition},
  pages={180--190},
  year={2018},
  publisher={IGI Global}
}

@book{dave2018application,
  title={Application of machine learning in digital logic circuit design verification and testing},
  author={Dave, Abhilasha Harsukhbhai},
  year={2018},
  publisher={California State University, Fresno}
}

@misc{kahsay2020prediktiva,
  title={Prediktiva system f{\"o}r kreditbed{\"o}mning: En studie om hur prediktiva system p{\aa}verkar kreditbed{\"o}mares agerande},
  author={Kahsay, Solomona},
  year={2020}
}

@phdthesis{bento2016no,
  title={No Mere Deodands: Human Responsibilities in the Use of Violent Intelligent Systems Under Public International Law},
  author={Bento, Lucas VM},
  year={2016}
}

@article{karic2022comparison,
  title={Comparison of regression methods and tools using the example of predicting the success of graduate master’s students in different fields of education},
  author={Kari{\'c}, Katarina and Gaborovi{\'c}, Andrijana and Blagojevi{\'c}, Marija and Milo{\v{s}}evi{\'c}, Danijela and Mitrovi{\'c}, Katarina and Pla{\v{s}}i{\'c}, Jelena},
  year={2022},
  publisher={University of Kragujevac, Faculty od Technical Sciences, {\v{C}}a{\v{c}}ak}
}

@mastersthesis{harmaala2018gas,
  title={Gas Turbine Power Plant Benchmarking and Optimization with Machine Learning in Industrial Internet environment},
  author={Harmaala, Tuukka},
  year={2018}
}

@article{brand2018chord,
  title={Chord transition features for style classification of music recordings},
  author={Brand, Fabian and Wei{\ss}, Ing Christof and M{\"u}ller, Meinard},
  journal={Master Thesis},
  year={2018},
  publisher={Friedrich-Alexander-Universit{\"a}t Erlangen-N{\"u}rnberg}
}

@phdthesis{hupperich2017feasibility,
  title={On the feasibility and impact of digital fingerprinting for system recognition},
  author={Hupperich, Thomas},
  year={2017},
  school={Ruhr University Bochum, Germany}
}

@inproceedings{zhou2021recommendation,
  title={A Recommendation Algorithm of Insurance’s Productss Based on Optimal Collaborative Filtering},
  author={Zhou, Zhenyi and Su, Mo},
  booktitle={ICMLCA 2021; 2nd International Conference on Machine Learning and Computer Application},
  pages={1--4},
  year={2021},
  organization={VDE}
}

@phdthesis{paiva2023desenvolvimento,
  title={Desenvolvimento de m{\'e}todo para avalia{\c{c}}{\~a}o de falhas em linhas de transmiss{\~a}o utilizando {\'a}rvores de decis{\~a}o e modelos de Markov},
  author={Paiva, Eduardo Barbosa Mello},
  year={2023},
  school={Universidade de S{\~a}o Paulo}
}

@phdthesis{davila2017exploring,
  title={Exploring best practices for employee engagement in a retail company located in Ecuador supported by Machine Learning Algorithms.},
  author={Davila, MA},
  year={2017},
  school={University of Liverpool}
}

@article{frankcleaner,
  title={Cleaner and Responsible Consumption},
  author={Frank, Pascal and Heimann, Katrin and Kolbe, Viktoria and Schuster, Carolin}
}

@article{demethodology,
  title={Methodology for an Augmented Business Process Management in IoT Environment},
  author={de Rabat, Mohammed V and Ismaili-Alaoui, Abir}
}

@phdthesis{dankwa2021internet,
  title={Internet of Things (IoT) Anomaly Detection Using Machine Learning Techniques: Parameter Optimization and Algorithm Comparison},
  author={Dankwa, Richard Wahyee},
  year={2021},
  school={Indiana University of Pennsylvania}
}

@phdthesis{tutuncu2022makine,
  title={Makine {\"o}{\u{g}}renmesi Algoritmalar{\i} ile Kredi Temerr{\"u}t Riskini Tahmin Etme},
  author={T{\"u}t{\"u}nc{\"u}, Toprak Enes},
  year={2022},
  school={Bursa Uludag University (Turkey)}
}

@phdthesis{wamala2020equipment,
  title={An Equipment Scheduling System using AI-Based Authentication},
  author={Wamala, Rodrick Calvin},
  year={2020}
}

@phdthesis{algarni2017machine,
  title={A Machine Learning Framework for Optimising File Distribution Across Multiple Cloud Storage Services},
  author={Algarni, Abdullah Fayez H},
  year={2017},
  school={University of York}
}

@article{zancaapplication,
  title={APPLICATION OF MACHINE LEARNING TECHNIQUES IN THE PREDICTION OF CHEMICAL COMPOSITION OF METALLIC CHARGE RECIPES},
  author={Zanca, Jo{\~a}o Pedro Peruchi and de Azevedo, Luiz Maur{\'\i}cio Barreto and da Silva, Aneirson Francisco}
}

@phdthesis{martin2019facultad,
  title={Facultad de Ciencias de la Educaci{\'o}n},
  author={Mart{\'\i}n, Rafael G{\'o}mez},
  year={2019},
  school={UNIVERSIDAD DE SEVILLA}
}

@article{ju2017detection,
  title={Detection of Malicious Code using Association Rule Mining and Naive Bayes classification},
  author={Ju, Yeongji and Kim, Byeongsik and Shin, Juhyun},
  journal={Journal of Korea Multimedia Society},
  volume={20},
  number={11},
  pages={1759--1767},
  year={2017},
  publisher={Korea Multimedia Society}
}

@inproceedings{yang2016uncertainty,
  title={Uncertainty Assessment of Component Degradation Model Based on Support Vector Regression},
  author={Yang, Chunzhen and Liu, Jingquan and Zeng, Yuyun and Saeed, Muhammad},
  booktitle={International Conference on Nuclear Engineering},
  volume={50015},
  pages={V001T01A012},
  year={2016},
  organization={American Society of Mechanical Engineers}
}

@article{ju2016pattern,
  title={Pattern Analysis of Traffic Accident data and Prediction of Victim Injury Severity Using Hybrid Model},
  author={Ju, Yeong Ji and Hong, Taek Eun and Shin, Ju Hyun},
  journal={Smart Media Journal},
  volume={5},
  number={4},
  pages={75--82},
  year={2016},
  publisher={THE KOREAN INSTITUTE OF SMART MEDIA}
}

@phdthesis{dietlmeier2016machine,
  title={A machine learning approach to the unsupervised segmentation of mitochondria in subcellular electron microscopy data},
  author={Dietlmeier, Julia},
  year={2016},
  school={Dublin City University}
}

@incollection{sako2020data,
  title={Data accuracy considerations with mHealth},
  author={Sako, Zaid Zekiria and Karpathiou, Vass and Adibi, Sasan and Wickramasinghe, Nilmini},
  booktitle={Cognitive Analytics: Concepts, Methodologies, Tools, and Applications},
  pages={1623--1638},
  year={2020},
  publisher={IGI Global}
}

@inproceedings{phan2023machine,
  title={Machine Learning Derived Lifting Technique in People without Low Back Pain},
  author={Phan, Trung C and Pranata, Adrian and Farragher, Joshua B and Bryant, Adam L and Nguyen, Hung T and Chai, Rifai},
  booktitle={2023 45th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
  pages={1--4},
  year={2023},
  organization={IEEE}
}

@article{mensah2015mining,
  title={Mining Social Media for Conflict Prevention and Resolution},
  author={Mensah, KP and Akobre, S},
  year={2015},
  publisher={African Journal of Computing \& ICT}
}

@article{jaroszai,
  title={AI in management-research trends},
  author={Jarosz, Szymon and Kary{\'s}, Zuzanna}
}

@inproceedings{jevremovic2020distributed,
  title={Distributed Laser Therapy System},
  author={Jevremovi{\'c}, Aleksandar and others},
  booktitle={Sinteza 2020-International Scientific Conference on Information Technology and Data Related Research},
  pages={120--127},
  year={2020},
  organization={Singidunum University}
}

@article{authorityconvolution,
  title={Convolution Neural Network Fault Identifier In Distribution Network In The Presence of Distribution Generation Units},
  author={Authority, Alexandria Port}
}

@article{campanaro2016analisis,
  title={An{\'a}lisis de estados contables aplicando XBRL y herramientas de inteligencia de negocios},
  author={Campanaro, Rosa S and D{\'\i}az, Daniel J and Gardenal, Luciano and Marchese, Alicia G},
  journal={DUTI},
  pages={8},
  year={2016}
}

@article{kjollerdefault,
  title={DEFAULT PREDICTION},
  author={Kj{\o}ller-Hansen, Andreas and Jensen, Sara Skovh{\o}j}
}

@mastersthesis{csanli2018yapay,
  title={Yapay Sinir A{\u{g}}{\i} Kontroll{\"u} Otonom RC Ara{\c{c}} Uygulamas{\i}},
  author={{\c{S}}anl{\i}, Erdem},
  year={2018},
  school={{\.I}stanbul Geli{\c{s}}im {\"U}niversitesi Fen Bilimleri Enstit{\"u}s{\"u}}
}

@article{alghamdiauto,
  title={Auto-Labelling of Text Data Using Unsupervised Learning},
  author={Alghamdi, Jehan Mohammed Ali}
}

@article{pavlova2022data,
  title={DATA LEAKAGE PROBLEM IN MACHINE LEARNING},
  author={Pavlova, Ksenia and Makarenkova, Vera},
  journal={PROSPECTS AND KEY TENDENCIES OF SCIENCE IN CONTEMPORARY WORLD},
  pages={85},
  year={2022}
}

@article{malujeseismic,
  title={Seismic response estimation of timber buildings via advanced data science methods},
  author={Maluje, Sebasti{\'a}n Enrique Aedo}
}

@article{minano2022comparacion,
  title={Comparaci{\'o}n de t{\'e}cnicas de miner{\'\i}a de datos para descubrir informaci{\'o}n relevante de ventas de una Mype comercial},
  author={Mi{\~n}ano Sanchez, Carlos Johny},
  year={2022},
  publisher={Universidad Se{\~n}or de Sip{\'a}n}
}

@article{chenintelligent,
  title={Intelligent audio mastering},
  author={Chen, Manni}
}

@article{niemi2023kotiin,
  title={Kotiin viet{\"a}vien teknologiapalveluiden konseptointi: ICMT-palvelut kotihoidossa},
  author={Niemi, Sini-Tuulia},
  year={2023}
}

@article{iqbal2023stock,
  title={Stock Price Prediction of PT. Kimia Farma, Tbk Using Bayesian Ridge Algorithm},
  author={Iqbal, Aldy Mercyano and Setiadi, Indra Tresna and Pratama, Aditya Dhian and Imelda, Imelda},
  journal={Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan},
  volume={17},
  number={3},
  pages={2218--2229},
  year={2023}
}

@article{berni2022fundamentos,
  title={Fundamentos para uma autonomia cient{\'\i}fica do direito digital no ordenamento jur{\'\i}dico brasileiro},
  author={Berni, Du{\'\i}lio Landell de Moura},
  year={2022},
  publisher={Pontif{\'\i}cia Universidade Cat{\'o}lica do Rio Grande do Sul}
}

@article{hunter2020computer,
  title={Computer Vision Gesture Recognition for Rock Paper Scissors},
  author={Hunter, Nicholas},
  year={2020}
}

@article{hennelly2021using,
  title={Using Machine Learning to Detect and Categorize the Presence of Cancer},
  author={Hennelly, Haven and Meadowcroft, Max and Solfest, Sawyer and Galligan, Tracy},
  year={2021}
}

@article{naylor2023research,
  title={A RESEARCH PROJECT SUBMITTED IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE},
  author={Naylor, Annika},
  year={2023}
}

@phdthesis{golombovs2022klasifikacija,
  title={Klasifikacija i analiza poljoprivrednih zemlji{\v{s}}ta u Donjem Me{\dj}imurju pomo{\'c}u podataka misija Sentinel},
  author={Golombo{\v{s}}, Josipa},
  year={2022},
  school={University of Zagreb. Faculty of Science. Department of Geography}
}

@mastersthesis{martinez2022sistema,
  title={Sistema dom{\'o}tico para personas con capacidad limitada de movimiento en la extremidad superior derecha utilizando reconocimiento de gestos de la mano y algoritmos de Machine Learning},
  author={Martinez Velasco, Ronnie Julian},
  type={{B.S.} thesis},
  year={2022},
  school={Universidad T{\'e}cnica de Ambato. Facultad de Ingenier{\'\i}a en Sistemas~…}
}

@article{malmi2023asiakaspoistuman,
  title={Asiakaspoistuman ennustaminen p{\"a}{\"a}t{\"o}spuuhun perustuvien koneoppimismallien avulla-Case vakuutusyhti{\"o}},
  author={Malmi, Jalmari},
  year={2023}
}

@misc{markros2019design,
  title={Design and analysis of a learning-based testing system for certification of vehicle systems},
  author={Markros, Adam},
  year={2019}
}

@article{criollo2023espectroscopia,
  title={Espectroscop{\'\i}a con im{\'a}genes hiperespectrales y detecci{\'o}n de bandas principales para estimar par{\'a}metros de control de calidad en la harina de pescado con modelos de Machine Learning},
  author={Criollo Saavedra, Antonio Carlo and Merino Arellano, Tulio Andr{\'e}},
  year={2023},
  publisher={Universidad de Piura}
}

@article{singh2019product,
  title={The product manager in the artificial intelligence world},
  author={Singh, Manjeet},
  journal={Product: Management and Development},
  volume={17},
  number={1},
  pages={79--84},
  year={2019},
  publisher={Instituto de Inova{\c{c}}{\~a}o e Gest{\~a}o de Desenvolvimento do Produto}
}

@phdthesis{vierschilling2022automatisierung,
  title={Automatisierung der Standortauswahl in der Fabrikplanung},
  author={Vierschilling, Sebastian Patrick},
  year={2022},
  school={Dissertation, RWTH Aachen University, 2022}
}

@article{arppe2019relationship,
  title={The Relationship Between Legal Technology and the Representations and Warranties Clause},
  author={Arppe, Heidi},
  year={2019}
}

@article{rodriguez2018integracion,
  title={Integraci{\'o}n de la red neuronal convolucional con el algoritmo de funci{\'o}n de frontera de objeto para reconocimiento de piezas y detecci{\'o}n de defectos},
  author={Rodriguez, Y Basulto},
  journal={Grado acad{\'e}mico de Maestro en Ciencia y Tecnolog{\'\i}a en Manufactura Avanzada, Corporaci{\'o}n Mexicana de Investigaci{\'o}n en Materiales, Saltillo, Coahuila, M{\'e}xico},
  year={2018}
}

@article{polattilburg,
  title={TILBURG LAW SCHOOL},
  author={POLAT, YUSUF BURAK}
}

@article{ludovico2022previsao,
  title={Previs{\~a}o de pre{\c{c}}os de commodities agr{\'\i}colas via algoritmos de aprendizagem de m{\'a}quina},
  author={Ludovico, S{\'e}rgio Nunes and Salgado, Ricardo Menezes and Beijo, Luiz Alberto and Miguel, Eliseu Cesar and Rezende, Marcelo Lacerda},
  journal={Sigmae},
  volume={11},
  number={2},
  pages={45--69},
  year={2022}
}

@phdthesis{marijan2020relevantnost,
  title={Relevantnost informacijskega priklica pri strojnem u{\v{c}}enju za binarno besedilno klasifikacijo},
  author={Marijan, Robert},
  year={2020},
  school={Univerza v Mariboru (Slovenia)}
}

@book{moosbrugger2021ubertriebene,
  title={{\"U}bertriebene Wertversprechen und Erwartungen im Startup-Crowdinvesting},
  author={Moosbrugger, Martin},
  year={2021},
  publisher={Springer}
}

@article{walter2019machine,
  title={Machine Learning goes Measure Management: Leveraging Anomaly Detection and Parts Search to Improve Product-Cost Optimization},
  author={Walter, Matthias and Vasyutynskyy, Volodymyr and Trinh, Duc Anh and Leyh, Christian},
  year={2019}
}

@misc{bouganim2019using,
  title={Using Deep Learning to Predict Back Orders: A study in the Volvo Group Aftermarket Supply Chain},
  author={Bouganim, Jakob and Olsson, Konrad},
  year={2019}
}

@article{carrillo2021deteccion,
  title={Deteccion de la enfermedad de Alzheimer a partir de neuroimagenes mediante el uso de tecnicas de Inteligencia Artificial},
  author={Carrillo L{\'o}pez, Cristhian David and Castrill{\'o}n Calder{\'o}n, Camilo Andr{\'e}s},
  year={2021},
  publisher={Universidad Autonoma de Occidente}
}

@misc{lemay2022raise,
  title={Raise to speak},
  author={Lemay, Stephen O and Bastian, Michael R and Holenstein, Roman and Jeong, Minwoo and Maalouf, Charles and Newendorp, Brandon J and Nieto, Heriberto and Paek, Timothy and Peterson, Joanna and Scully, Shawn and others},
  year={2022},
  month=nov # "~1",
  publisher={Google Patents},
  note={US Patent 11,487,364}
}

@misc{stasior2023zero,
  title={Zero latency digital assistant},
  author={Stasior, William F and Carson, David A and Dasari, Rohit and Kim, Yoon},
  year={2023},
  month=jan # "~10",
  publisher={Google Patents},
  note={US Patent 11,550,542}
}

@misc{chinthakunta2023digital,
  title={Digital assistant integration with telephony},
  author={Chinthakunta, Madhusudan and Ong, Ping Wen and Paek, Timothy S and Tappana, Lauren Elise and Van Os, Marcel},
  year={2023},
  month=feb # "~28",
  publisher={Google Patents},
  note={US Patent 11,595,517}
}

@misc{maddika2023multiple,
  title={Multiple state digital assistant for continuous dialog},
  author={Maddika, Sreeneel and ABDELAZIZ, Ahmed Serag El Din HUSSEN and MANNEMALA, Chaitanya and Vishnubhotla, Srikanth and Weinberg, Garrett L},
  year={2023},
  month=sep # "~12",
  note={US Patent 11,756,574}
}

@misc{gong2023user,
  title={User identification using headphones},
  author={Gong, Jun and Laput, Gierad},
  year={2023},
  month=jul # "~4",
  note={US Patent 11,696,060}
}

@misc{meyer2023user,
  title={User configurable task triggers},
  author={Meyer, Joseph E and Champagne, Kelan and DE, Joao Pedro DE ALMEIDA FORJAZ and Gusev, Aleksandr and Kramer, Conrad B and Li, Yuan and Weinstein, Ari and others},
  year={2023},
  month=jun # "~13",
  publisher={Google Patents},
  note={US Patent 11,675,491}
}

@misc{gong2023user,
  title={User identification using headphones},
  author={Gong, Jun and Laput, Gierad},
  year={2023},
  month=sep # "~5",
  note={US Patent 11,750,962}
}

@misc{acero2022low,
  title={Low-latency intelligent automated assistant},
  author={Acero, Alejandro and Zhang, Hepeng},
  year={2022},
  month=dec # "~27",
  publisher={Google Patents},
  note={US Patent 11,538,469}
}

@misc{paulik2023user,
  title={User-specific acoustic models},
  author={Paulik, Matthias and Mason, Henry G and Skinder, Jason A},
  year={2023},
  month=feb # "~14",
  publisher={Google Patents},
  note={US Patent 11,580,990}
}

@misc{newendorp2022maintaining,
  title={Maintaining privacy of personal information},
  author={Newendorp, Brandon J and Peterson, Joanna S},
  year={2022},
  month=oct # "~11",
  publisher={Google Patents},
  note={US Patent 11,467,802}
}

@misc{kudurshian2023intelligent,
  title={Intelligent digital assistant in a multi-tasking environment},
  author={Kudurshian, Aram D and Jones, Bronwyn and Cranfill, Elizabeth Caroline Furches and Saddler, Harry J},
  year={2023},
  month=may # "~23",
  publisher={Google Patents},
  note={US Patent 11,657,820}
}

@article{fasan2021nuove,
  title={Nuove tecnologie, diritti e modelli di regolamentazione. L'Intelligenza Artificiale come nuova frontiera per il diritto costituzionale},
  author={Fasan, Marta and others},
  year={2021},
  publisher={Universit{\`a} degli studi di Trento}
}

@misc{graham2023intelligent,
  title={Intelligent automated assistant for media exploration},
  author={Graham, David Chance and Irani, Cyrus Daniel and Piercy, Aimee and Alsina, Thomas},
  year={2023},
  month=jun # "~13",
  publisher={Google Patents},
  note={US Patent 11,675,829}
}

@article{unludetermination,
  title={Determination of Fundamental Attributes of Phishing Attacks},
  author={{\"U}nl{\"u}, Nafiz and U{\c{C}}AR, {\"O}zlem and {\"O}zhan, Erkan}
}

@misc{gruber2023multi,
  title={Multi-command single utterance input method},
  author={Gruber, Thomas R and Saddler, Harry J and Bellegarda, Jerome Rene and Nyeggen, Bryce H and Sabatelli, Alessandro},
  year={2023},
  month=jun # "~6",
  publisher={Google Patents},
  note={US Patent 11,670,289}
}

@misc{binder2023voice,
  title={Voice trigger for a digital assistant},
  author={Binder, Justin and Post, Samuel D and Tackin, Onur and Gruber, Thomas R},
  year={2023},
  month=apr # "~25",
  publisher={Google Patents},
  note={US Patent 11,636,869}
}

@article{uglow2019curl,
  title={CuRL: Curriculum Reinforcement Learning for Goal-Oriented Robot Control},
  author={Uglow, Harry and Johns, Ed and Deisenroth, Marc},
  year={2019}
}

@misc{newendorp2023maintaining,
  title={Maintaining privacy of personal information},
  author={Newendorp, Brandon J and Peterson, Joanna S},
  year={2023},
  month=mar # "~7",
  publisher={Google Patents},
  note={US Patent 11,599,331}
}

@misc{garcia2023natural,
  title={Natural assistant interaction},
  author={Garcia, Juan Carlos and McCarthy, Paul S and Piersol, Kurt},
  year={2023},
  month=jul # "~25",
  note={US Patent 11,710,482}
}

@misc{piersol2022variable,
  title={Variable latency device coordination},
  author={Piersol, Kurt},
  year={2022},
  month=aug # "~30",
  publisher={Google Patents},
  note={US Patent 11,431,642}
}

@phdthesis{trevisam2023aplicaccao,
  title={Aplica{\c{c}}{\~a}o de ferramentas inteligentes de classifica{\c{c}}{\~a}o de dados n{\~a}o estruturados como suporte a gest{\~a}o de ativos em sistemas el{\'e}tricos de pot{\^e}ncia},
  author={Trevisam, Bruno Augusto},
  year={2023},
  school={Universidade de S{\~a}o Paulo}
}

@inproceedings{blue2019probably,
  title={It is Probably Me: A Bayesian Approach to Weighting Digital Identity Sources},
  author={Blue, Juanita and Condell, Joan and Lunney, Tom},
  booktitle={2019 International Symposium on Networks, Computers and Communications (ISNCC)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@misc{blatz2022user,
  title={User activity shortcut suggestions},
  author={Blatz, John L and Malta, Andrew William and Jay, MOON and Ramaswamy, Pallavika and Weinstein, Ari},
  year={2022},
  month=feb # "~1",
  publisher={Google Patents},
  note={US Patent 11,237,797}
}

@misc{gada2022methods,
  title={Methods and user interfaces for voice-based control of electronic devices},
  author={Gada, Jigar Vasant and Elagha, Mosab Hatem},
  year={2022},
  month=jan # "~18",
  publisher={Google Patents},
  note={US Patent 11,227,599}
}

@misc{goyal2023tagging,
  title={Tagging documents with security policies},
  author={Goyal, Tanya and Mehta, Sanket Vaibhav and Srinivasan, Balaji Vasan and Jain, Ankur},
  year={2023},
  month=sep # "~5",
  note={US Patent 11,748,501}
}

@inproceedings{auer2019artificial,
  title={Artificial Intelligence-based Process for Metal Identification. Resource Efficient Scrap Sorting},
  author={Auer, Maximilian and O{\ss}wald, Kai and Volz, Raphael and Woidasky, J{\"o}rg},
  booktitle={Industrial Life Cycle Management},
  pages={135--144},
  year={2019},
  organization={Rainer Hampp Verlag}
}

@article{manzomaster,
  title={Master Thesis Law and Technology LLM Tilburg Law School},
  author={Manzo, Juan Pablo Cardenas}
}

@misc{stasior2021zero,
  title={Zero latency digital assistant},
  author={Stasior, William F and Carson, David A and Dasari, Rohit and Kim, Yoon},
  year={2021},
  month=sep # "~21",
  publisher={Google Patents},
  note={US Patent 11,126,400}
}

@misc{orr2022intelligent,
  title={Intelligent assistant for home automation},
  author={Orr, Ryan M and Nell, Garett R and Brumbaugh, Benjamin L},
  year={2022},
  month=feb # "~22",
  publisher={Google Patents},
  note={US Patent 11,257,504}
}

@misc{gruber2021performing,
  title={Performing actions associated with task items that represent tasks to perform},
  author={Gruber, Thomas R and Sabatelli, Alessandro F and Aybes, Alexandre A and Pitschel, Donald W and Voas, Edward D and Anzures, Freddy A and Marcos, Paul D},
  year={2021},
  month=sep # "~14",
  note={US Patent 11,120,372}
}

@misc{karashchuk2022intelligent,
  title={Intelligent automated assistant in a messaging environment},
  author={Karashchuk, Petr and GALVEZ, Tomas A VEGA and Gruber, Thomas R},
  year={2022},
  month=dec # "~13",
  publisher={Google Patents},
  note={US Patent 11,526,368}
}

@misc{phipps2022synchronization,
  title={Synchronization and task delegation of a digital assistant},
  author={Phipps, Benjamin S and Frazzingaro, Gennaro and Schramm, Karl F},
  year={2022},
  month=aug # "~2",
  publisher={Google Patents},
  note={US Patent 11,405,466}
}

@misc{zeitlin2022distributed,
  title={Distributed personal assistant},
  author={Zeitlin, Nicolas},
  year={2022},
  month=nov # "~15",
  publisher={Google Patents},
  note={US Patent 11,500,672}
}

@article{knoll2020nationwide,
  title={Nationwide estimation of groundwater nitrate concentrations using machine learning},
  author={Knoll, Lukas},
  year={2020}
}

@article{calvert2018re,
  title={Re: Privacy; investigating the accessibility of online legal documents in relation to the privacy paradox},
  author={Calvert, Elizabeth Ivy},
  year={2018},
  publisher={Victoria University of Wellington}
}

@article{earl2019optimaztion,
  title={Optimaztion of Fantasy Basketball Lineups via Machine Learning},
  author={Earl, James},
  year={2019}
}

@phdthesis{akubo2019design,
  title={Design of a Neural Network Architecture for Traffic Light Detection in Autonomous Vehicles},
  author={Akubo, Raphael Ede},
  year={2019}
}

@misc{alemayehu2018maskininlarning,
  title={Maskininl{\"a}rning inom kommersiella fastigheter: Prediktion av framtida hyresvakanser},
  author={Alemayehu, Brook and Johnsons, Fredrik},
  year={2018}
}

@article{pizarro2022distribucion,
  title={Distribuci{\'o}n de camas hospitalarias en un centro de salud mediante la t{\'e}cnica de Machine Learning},
  author={Pizarro Castro, Karen Genesis},
  year={2022},
  publisher={Universidad Nacional Mayor de San Marcos}
}

@misc{kettler2019potential,
  title={Potential Applications of IntelligentSystems in the Production Lineat Scania: Potential Applications of IntelligentSystems in the Production Lineat Scania},
  author={Kettler, Kristian Morten},
  year={2019}
}

@article{abbottbeyond,
  title={Beyond Traditional SMS--Can Resilience Engineering and Deep Learning Neural Networks Be Used to Anticipate Disruptions in the NAS?},
  author={Abbott, Richard}
}

@article{altamimi2018intersection,
  title={The Intersection of Artificial Intelligence and Healthcare. The Future of Primary Care Medicine},
  author={Altamimi, Hussain Akram},
  year={2018}
}

@inproceedings{ribeiro2019parallelization,
  title={Parallelization of the DIANA Algorithm in OpenMP},
  author={Ribeiro, Hethini and Spolon, Roberta and Manacero, Aleardo and Lobato, Renata S},
  booktitle={Parallel and Distributed Computing, Applications and Technologies: 19th International Conference, PDCAT 2018, Jeju Island, South Korea, August 20-22, 2018, Revised Selected Papers 19},
  pages={171--176},
  year={2019},
  organization={Springer}
}

@inproceedings{lobato2019parallelization,
  title={Parallelization of the DIANA Algorithm in OpenMP},
  author={Lobato, Renata S},
  booktitle={Parallel and Distributed Computing, Applications and Technologies: 19th International Conference, PDCAT 2018, Jeju Island, South Korea, August 20-22, 2018, Revised Selected Papers},
  volume={931},
  pages={171},
  year={2019},
  organization={Springer}
}

@article{anandanchapter,
  title={Chapter-5 Regression and Classification in Machine Learning},
  author={Anandan, R and Kalaivani, K},
  journal={ADVANCES IN ENGINEERING TECHNOLOGY},
  pages={69}
}

@article{chajournal,
  title={Journal of AI Humanities},
  author={Cha, Miriam and Gwon, Youngjune L and Kung, HT and Sukopp, Thomas and Berger, Larissa and Han, Youngsue and Roh, Hyunjung and Jaehoon, Kim and Hwang, Su Hyoun and Avin, Shahar}
}

@inproceedings{min2018application,
  title={Application of Network and Information Security Risk Monitoring and Early Warning Platform in Electric Power Enterprises},
  author={Min, Wang},
  booktitle={2018 China International Conference on Electricity Distribution (CICED)},
  pages={2718--2721},
  year={2018},
  organization={IEEE}
}

@misc{alder2018studie,
  title={Studie {\"u}ber Einsatzpotentiale und Beispiele f{\"u}r Conversational Interfaces},
  author={Alder, Christoph and Asani, Boletin and Barmettler, Gabriel and Blumenthal, Pirmin and Br{\"u}gger, Dominic and Burgunder, Marc and M{\"u}ller, KP},
  year={2018},
  publisher={Forschungs-, Praxis-und Venture Projekt im Bereich {\guillemotleft}Digitale Kommunikation~…}
}

@article{faidi2018finding,
  title={Finding Anomalous eNodeBs},
  author={Faidi, Sameh},
  year={2018},
  publisher={Metropolia Ammattikorkeakoulu}
}

@mastersthesis{korpela2018keinoalyn,
  title={Keino{\"a}lyn hy{\"o}dynt{\"a}minen v{\"a}yl{\"a}npidossa},
  author={Korpela, Ellinoora},
  year={2018}
}

@article{rocha2022morosidade,
  title={MOROSIDADE DO JUDICI{\'A}RIO: PROPOSTAS DE UTILIZA{\c{C}}{\~A}O DA INTELIG{\^E}NCIA ARTIFICIAL PARA CONTRIBUIR NA CELERIDADE DA RETIFICA{\c{C}}{\~A}O DA AUTUA{\c{C}}{\~A}O PROCESSUAL},
  author={ROCHA, Marcelo Lisboa and PRATA, David Nadler and de OLIVEIRA, Julio C{\'e}sar Pereira and FACCIONI, Marcelo Augusto Ferrari},
  journal={Revista Juridica},
  volume={2},
  number={69},
  pages={315--338},
  year={2022}
}

@article{clarke2018investigation,
  title={An investigation of an artificial intelligence trained with Q-learning solving different game levels},
  author={Clarke, Danijel C and Larsen, Emil E and Thulstrup, Frederik Z and Rhiger, Morten},
  year={2018}
}

@article{do2018building,
  title={Building real time object detection iOS application using machine learning},
  author={Do, Duc},
  year={2018},
  publisher={Metropolia Ammattikorkeakoulu}
}

@article{ludovico2020previsao,
  title={Previs{\~a}o de indicadores di{\'a}rios de pre{\c{c}}os no mercado futuro de commodities agr{\'\i}colas utilizando aprendizagem de m{\'a}quina},
  author={LUDOVICO, S{\'e}rgio Nunes and others},
  year={2020},
  publisher={Universidade Federal de Alfenas}
}

@article{maryana2018search,
  title={Search Of Favorite Books As A Visitor Recommendation of The Fmipa Library Using CT-Pro Algorithm},
  author={Maryana, Sufiatul and Karlitasari, Lita},
  journal={Journal of Science Innovare},
  volume={1},
  number={1},
  pages={09--13},
  year={2018}
}

@article{cherenet2018data,
  title={Data-driven decision support to reduce},
  author={Cherenet, Zerayaeqob},
  year={2018}
}

@article{thongyoo2018improvement,
  title={Improvement on Automated Thai Assignment Scoring by Using a Thesaurus},
  author={Thongyoo, Thannicha},
  journal={Creative Science},
  volume={10},
  number={1},
  pages={87--95},
  year={2018}
}

@article{preda2018using,
  title={Using SVM in Classification},
  author={PREDA, Ștefan},
  journal={Database Systems Journal BOARD},
  pages={29},
  year={2018}
}

@article{bosse2018unknown,
  title={The Unknown World: Model-Free Computing and Machine Learning},
  author={Bosse, Stefan},
  journal={Material-Integrated Intelligent Systems-Technology and Applications: Technology and Applications},
  pages={329--342},
  year={2018},
  publisher={Wiley Online Library}
}

@phdthesis{meltzer2018using,
  title={Using neural networks and support vector machines for default prediction in South Africa},
  author={Meltzer, Frances},
  year={2018},
  school={University of the Witwatersrand, Faculty of Science, School of Computer~…}
}

@phdthesis{tran2018application,
  title={Application of Data Analytics to Prediction of Initial Production in Tight Oil Reservoir},
  author={Tran, Nathan},
  year={2018},
  school={University of Houston}
}

@article{kaivola2018current,
  title={Current and future trends in data driven talent identification in MNCs},
  author={Kaivola, Anni},
  year={2018}
}

@article{manuelemouse,
  title={Mouse Movement Authentication for Multiple-Choice Tests},
  author={Manuele, Andrew and Dambal, Deepti and Satpal, Jaikishin and Lofton, Melissa and Tandel, Swapnil and Sidaras-Tirrito, Michael}
}

@article{roessleatiner,
  title={ATINER's Conference Paper Series COM2017-2272},
  author={Roessle, Manfred and Kuebler, Rene}
}

@article{gomes2022tempo,
  title={Tempo de carregamento de p{\'a}ginas web e fatores associados: aplica{\c{c}}{\~a}o de m{\'e}todos de aprendizado de m{\'a}quina supervisionados},
  author={Gomes, Victor Frank},
  year={2022}
}

@incollection{ngan2019family,
  title={A Family Review of Parameter-Learning Models and Algorithms for Making Actionable Decisions},
  author={Ngan, Chun-Kit},
  booktitle={Advanced Methodologies and Technologies in Business Operations and Management},
  pages={680--693},
  year={2019},
  publisher={IGI Global}
}

@misc{vescovi2021unconventional,
  title={Unconventional virtual assistant interactions},
  author={Vescovi, Marcos Regis and GALVEZ, Tom{\'a}s A VEGA and Karashchuk, Pierre and Gruber, Thomas R and Guzzoni, Didier R},
  year={2021},
  month=mar # "~23",
  publisher={Google Patents},
  note={US Patent 10,956,666}
}

@misc{stopner2022maskininlarningsklassificering,
  title={Maskininl{\"a}rningsklassificering av fordonsstatus f{\"o}r minskade reparationskostnader och avbrott inom kollektivtrafiken: Applicering av Random Forest-klassificering p{\aa} fordonssignaler},
  author={Stopner, Julia and Willberg, Carl-{\AA}ke},
  year={2022}
}

@article{harjula2017thesis,
  title={Thesis submitted in accordance with the requirements of the University of Liverpool for the degree of Doctor of Business Administration},
  author={Harjula, Milton Alfredo Davila},
  year={2017}
}

@phdthesis{leone2016machine,
  title={Machine learning multi-stage classification and regression in the search for vector-like quarks and the Neyman construction in signal searches},
  author={Leone, Robert Matthew},
  year={2016},
  school={The University of Arizona}
}

@phdthesis{santos2016sesame,
  title={Sesame: clustering with semantic similarity based on multiple ontologies},
  author={Santos, Carlos Alexandre Louren{\c{c}}o dos},
  year={2016}
}

@article{steiner2017machine,
  title={Machine learning concepts in predictive analytics-A case study on wind turbine data},
  author={Steiner, Elmar},
  year={2017}
}

@phdthesis{harjula2017exploring,
  title={Exploring Best Practices for Employee Engagement in a Retail Company Located in Ecuador Supported by Machine Learning Algorithms},
  author={Harjula, Milton Alfredo Davila},
  year={2017},
  school={The University of Liverpool (United Kingdom)}
}

@article{першина2017машинное,
  title={Машинное обучение},
  author={Першина, Елена Леонидовна and Чуканов, Сергей Николаевич},
  year={2017},
  publisher={Сибирский государственный автомобильно-дорожный университет}
}

@article{richard2015data,
  title={Data science technik{\'a}k alkalmaz{\'a}sa a fut{\'o}p{\'a}lya-hat{\'e}konys{\'a}g n{\"o}vel{\'e}s{\'e}ben},
  author={Rich{\'a}rd, Mad{\'a}csi},
  journal={Rep{\"u}l{\'e}studom{\'a}nyi K{\"o}zlem{\'e}nyek},
  volume={27},
  number={3},
  pages={159--170},
  year={2015}
}

@article{nyholm2022mediapipe,
  title={MediaPipe-liit{\"a}nn{\"a}isen implementointi ja k{\"a}ytt{\"o} pelimoottorissa},
  author={Nyholm, Antti},
  year={2022}
}

@article{silva2021metodos,
  title={M{\'e}todos de classifica{\c{c}}{\~a}o por teoria da decis{\~a}o para mensura{\c{c}}{\~a}o de dados do ENEM.},
  author={SILVA, Damiana Nat{\'a}lia Alves da and others},
  year={2021},
  publisher={Universidade Federal de Campina Grande}
}

@article{hincapie2021diseno,
  title={Dise{\~n}o e implementaci{\'o}n de un sistema reactivo para an{\'a}lisis de sentimientos con aprendizaje autom{\'a}tico},
  author={Hincapi{\'e} Romero, Carlos Augusto},
  year={2021},
  publisher={Intelligent Information Systems Lab.}
}

@article{andriani2020optimasi,
  title={Optimasi Data dengan Regresi Linier pada Klasifikasi Potensi Kenaikan CFR Demam Berdarah},
  author={Andriani-UBSI, Anik},
  journal={SPEED-Sentra Penelitian Engineering dan Edukasi},
  volume={12},
  number={4},
  year={2020}
}

@misc{nuredeen2021ai,
  title={AI I REKRYTERINGSPROCESSEN: Med fokus p{\aa} hur AI kan hantera f{\"o}rekommandet av bias},
  author={Nuredeen Elfegi, Esra and Roohbakhsh, Mahboobeh},
  year={2021}
}

@phdthesis{santhiranayagam2016machine,
  title={Machine-Learning Applications to Gait Biomechanics using Inertial Sensor Signals},
  author={Santhiranayagam, Braveena K},
  year={2016},
  school={Victoria University}
}

@article{ngan2016patient,
  title={A patient-centric decision guidance system for detecting glycemia of diabetes patients},
  author={Ngan, Chun-Kit and Li, Lin},
  journal={International Journal of Applied Decision Sciences},
  volume={9},
  number={4},
  pages={366--399},
  year={2016},
  publisher={Inderscience Publishers (IEL)}
}

@article{regis2015development,
  title={Development of a Building Detection System from an Aerial Image Based in Watershed Transformation and Linear Support Vector Machine},
  author={Regis, Michael Anthony Jay B and Khan, Concepcion L and Samaniego, Jaime M and Jamias, Serlie B and Mariano, Vladimir Y},
  journal={Journal of Society and Technology},
  volume={5},
  number={1},
  pages={55--63},
  year={2015}
}

@phdthesis{lauer2015silico,
  title={In silico tools for the development of biotherapeutics},
  author={Lauer, Timothy Michael},
  year={2015},
  school={Massachusetts Institute of Technology}
}

@phdthesis{erihbra2015language,
  title={LANGUAGE IDENTIFICATION USING K-NEAREST NEIGHBOUR AND NA{\"I}VE BAYES CLASSIFIERS},
  author={ERIHBRA, SURU EARNEST},
  year={2015},
  school={UNIVERSITY OF LAGOS}
}

@article{주영지2016교통사고,
  title={교통사고 데이터의 패턴 분석과 Hybrid Model 을 이용한 피해자 상해 심각도 예측},
  author={주영지 and 홍택은 and 신주현},
  journal={스마트미디어저널},
  volume={5},
  number={4},
  pages={75--82},
  year={2016}
}

@mastersthesis{sulca2015multimedia,
  title={Multimedia big data computing for trend detection},
  author={Sulca Correa, Omar Iv{\'a}n},
  year={2015},
  school={Universitat Polit{\`e}cnica de Catalunya}
}

@phdthesis{correa2015multimedia,
  title={Multimedia Big Data Computing for Trend Detection},
  author={Correa, Omar Iv{\'a}n Sulca and Liesa, Ruben Tous},
  year={2015},
  school={Universitat Polit{\`e}cnica de Catalunya. Facultat d'Inform{\`a}tica de Barcelona~…}
}

@article{revelodesarrollo,
  title={DESARROLLO DE MODELOS DE APRENDIZAJE PROFUNDO PARA LA DETECCI{\'O}N DE INDICADORES DE DEFORESTACI{\'O}N EN COLOMBIA USANDO IM{\'A}GENES SATELITALES E INFORMACI{\'O}N P{\'U}BLICA},
  author={REVELO, JOSE DAVID TORRES}
}

@mastersthesis{dewiklasifikasi,
  title={Klasifikasi Machine Learning Untuk Mendeteksi Penyakit Jantung Dengan Algoritma K-Nn, Decision Tree dan Random Forest},
  author={Dewi, Lizky Aska},
  type={{B.S.} thesis},
  school={Fakultas Sains dan Teknologi UIN Syarif Hidayatullah Jakarta}
}

@phdthesis{leal2015wizdee,
  title={Wizdee Discovery-Automatic Analysis and Visualization of Information},
  author={Leal, Jo{\~a}o Pedro Silva},
  year={2015},
  school={Universidade de Coimbra (Portugal)}
}

@article{torres2020interpretabilidad,
  title={Interpretabilidad de un modelo basado en aprendizaje profundo para el diagn{\'o}stico de retinopat{\'\i}a diab{\'e}tica},
  author={Torres Revelo, Isabella and others},
  year={2020},
  publisher={Universidad Aut{\'o}noma de Occidente}
}

@phdthesis{deike2020kontinuierliche,
  title={Kontinuierliche Qualitätsoptimierung von Produktionsprozessen durch maschinelle Lernverfahren},
  author={Deike, Linus},
  year={2020},
  school={Dissertation, Duisburg, Essen, Universit{\"a}t Duisburg-Essen, 2020}
}

@article{kassara2020estudio,
  title={Estudio y comparaci{\'o}n de diferentes m{\'e}todos de aprendizaje profundo referidos a la detecci{\'o}n de heridas en la piel},
  author={Kassara Guennoun, Chaimae},
  year={2020},
  publisher={Universitat Polit{\`e}cnica de Val{\`e}ncia}
}

@article{kilpijoki2020tekoaly,
  title={Teko{\"a}ly ja robotiikka tilitoimistossa: niiden merkitys asiakassuhteessa pk-yritykseen-Case: Tilitoimisto X Oy},
  author={Kilpijoki, Jaakko},
  year={2020}
}

@mastersthesis{ors2020veri,
  title={Veri madencili{\u{g}}inde veri d{\"o}n{\"u}{\c{s}}t{\"u}rme y{\"o}ntemlerinin s{\i}n{\i}fland{\i}rma algoritmalar{\i}n{\i}n performanslar{\i}na olan etkisi},
  author={{\"O}rs, Fatma Bet{\"u}l},
  year={2020},
  school={Trakya {\"U}niversitesi, Sa{\u{g}}l{\i}k Bilimleri Enstit{\"u}s{\"u}}
}

@article{tech2019academic,
  title={ACADEMIC REGULATIONS COURSE STRUCTURE AND DETAILED SYLLABUS},
  author={Tech, M},
  journal={Production and Operations Management},
  volume={3},
  pages={0--3},
  year={2019}
}

@article{tpc2text,
  title={TEXT BOOKS},
  author={TPC, I Year B Tech CSSE},
  journal={COMPUTER SCIENCE \& SYSTEMS ENGINEERING},
  volume={2},
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  publisher={Citeseer}
}

@article{todorovkomparace,
  title={Komparace distribuc{\'\i} frameworku Apache Hadoop},
  author={Todorov, Mgr Petr}
}

@article{lozano2020propuesta,
  title={Propuesta metodol{\'o}gica y de an{\'a}lisis computacional para identificar el proceso fotogr{\'a}fico en fotograf{\'\i}as hist{\'o}ricas del siglo XIX y XX},
  author={Lozano San Juan, Gustavo and Col{\'\i}n Rivera, Rodrigo},
  year={2020},
  publisher={Universidad Nacional Aut{\'o}noma de M{\'e}xico. Instituto de Investigaciones~…}
}

@article{oztornaci2020genom,
  title={Genom-Boyu {\.I}li{\c{s}}ki {\c{C}}al{\i}{\c{s}}malar{\i}nda, Makine {\"O}{\u{g}}renimi ve Derin {\"O}{\u{g}}renme Y{\"o}ntemlerinin Farkl{\i} {\"O}rnek Geni{\c{s}}liklerinde Performanslar{\i}n{\i}n De{\u{g}}erlendirilmesi.},
  author={{\"O}ZTORNACI, Rag{\i}p Onur and Co{\c{s}}gun, Erdal and Ta{\c{s}}delen, Bahar},
  journal={Turkiye Klinikleri Journal of Biostatistics},
  volume={12},
  number={2},
  year={2020}
}

@article{saatcciougluaralikli,
  title={ARALIKLI TALEP YAPISINA SAH{\.I}P {\"U}R{\"U}NLER{\.I}N TALEP TAHM{\.I}N{\.I}NDE MAK{\.I}NE {\"O}{\u{G}}RENME Y{\"O}NTEMLER{\.I}N{\.I}N UYGULANMASI},
  author={SAAT{\c{C}}IO{\u{G}}LU, DERYA and {\"O}Z{\c{C}}AKAR, DR NECDET}
}

@article{dias2020aprendizado,
  title={Aprendizado de m{\'a}quina aplicado {\`a} predi{\c{c}}{\~a}o de falhas em caminh{\~a}o fora de estrada.},
  author={Dias, Aldilene Oliveira Maia},
  year={2020}
}

@article{ailio2020koneoppiminen,
  title={Koneoppiminen uutisvirran suodatuksessa},
  author={Ailio, Henri},
  year={2020}
}

@article{oztornaci2020genom,
  title={Genom-boyu {\.I}li{\c{s}}ki {\c{C}}al{\i} Y{\"o}ntemleri ve Derin {\"O} Geni{\c{s}}liklerinde Performanslar{\i}n},
  author={{\"O}ZTORNACI, Rag{\i}p Onur and CO, Erdal and CO{\c{S}}GUN, Erdal and TA{\c{S}}DELEN, Bahar},
  year={2020}
}

@article{bocktheses,
  title={Theses in process Rootline Navigation},
  author={Bock, Alexander}
}

@article{jakubikgeneticke,
  title={Genetick{\'e} algoritmy pro {\v{r}}e{\v{s}}en{\'\i} {\'u}loh optimalizace investi{\v{c}}n{\'\i}ch strategi{\'\i} na finan{\v{c}}n{\'\i}ch trz{\'\i}ch},
  author={Jakub{\'\i}k, Bc Martin}
}

@misc{jansson2020maskininlarningsanalys,
  title={En maskininl{\"a}rningsanalys av ursprunget till bostadsomr{\aa}dens attraktionskraft: En kvantitativ studie kring Points of Interest inverkan p{\aa} bostadsomr{\aa}dens attraktionskraft},
  author={Jansson, David and Sj{\"o}bohm, Victoria},
  year={2020}
}

@article{studentrootline,
  title={Rootline Navigation},
  author={Student, External Ph D and Nolte, Mario}
}

@article{po1959semester,
  title={SEMESTER-III},
  author={PO, COSPOPOP and CO, PO},
  journal={Year of implementati on of CBCS/ECS},
  volume={9},
  year={1959}
}

@article{doktorandbrotkrumen,
  title={Brotkrumen-Navigation},
  author={Doktorand, Externer and Nolte, Mario}
}

@phdthesis{febrikagraha2020klasifikasi,
  title={Klasifikasi Lirik Lagu Bahasa Indonesia Berdasarkan Emosi Berbasis Metode Support Vector Machine},
  author={Febrikagraha, Stefanus Ray Ameniawan Invas},
  year={2020},
  school={UNIVERSITAS ATMA JAYA YOGYAKARTA}
}

@article{riis2,
  title={2. semester-for{\aa}r 2020},
  author={Riis, S{\o}ren}
}

@article{estrella2020aplicaciones,
  title={Aplicaciones basadas en aprendizaje autom{\'a}tico (Machine learning) en plataformas de bajo consumo},
  author={Estrella Oliva, {\'A}lvaro},
  year={2020},
  publisher={ETSIS\_Telecomunicacion}
}

@inproceedings{lima2019descriccao,
  title={Descri{\c{c}}ao e Classifica{\c{c}}ao de N{\'o}dulos Pulmonares em Imagens de Tomografia Computadorizada},
  author={Lima, TJB and Ara{\'u}jo, FHD and Vieira, PA and Carvalho, NR de S and Rodrigues, LA},
  booktitle={Anais da VII Escola Regional de Computa{\c{c}}{\~a}o Aplicada {\`a} Sa{\'u}de},
  pages={270--275},
  year={2019},
  organization={SBC}
}

@phdthesis{nasuha2020sentimen,
  title={SENTIMEN ANALISIS TWITTER PADA PEMILIHAN PRESIDEN DAN WAKIL PRESIDEN REPUBLIK INDONESIA TAHUN 2019 MENGGUNAKAN SUPPORT VECTOR MACHINE DENGAN LSA DAN TF-IDF},
  author={Nasuha, Reza Agi Hermawan},
  year={2020},
  school={Program Studi Informatika S1 Fakultas Teknik Universitas Widyatama}
}

@article{vsamanekdetekce,
  title={DETEKCE V{\'Y}SKYTU OBJEKT{\UU} VE VIDEOZ{\'A}ZNAMU},
  author={{\v{S}}AM{\'A}NEK, PR{\'A}CE JAN}
}

@article{frankunternehmensmodellierung,
  title={Unternehmensmodellierung//Themenvorschl{\"a}ge},
  author={Frank, Ulrich}
}

@article{miningix,
  title={IX ESCUELA DE VERANO-2020},
  author={MINING, MACHINE LEARNING APLICACIONES EN DATA and DEEP, Y}
}

@article{dojunior,
  title={JUNIOR MAURICIO STAUDT},
  author={DO DESGASTE, MACHINE LEARNING PARA AN{\'A}LISE and DA FOR{\c{C}}A, DE TRABALHO}
}

@mastersthesis{yildirim2019derin,
  title={Derin {\"o}{\u{g}}renme teknikleri kullan{\i}larak y{\"u}z tan{\i}ma tabanl{\i} m{\"u}{\c{s}}teri do{\u{g}}rulama ile bankamatiklerde sahtek{\^a}rl{\i}k tespiti},
  author={Y{\i}ld{\i}r{\i}m, Mehmet},
  year={2019},
  school={Konya Teknik {\"U}niversitesi}
}

@article{jakubikgeneticke,
  title={Genetick{\'e} algoritmy pro re{\v{s}}en{\'\i} {\'u}loh optimalizace investiˇcn{\'\i}ch strategi{\'\i} na finanˇcn{\'\i}ch trz{\'\i}ch},
  author={Jakub{\'\i}k, Bc Martin}
}

@article{korpela2019koneoppimisen,
  title={Koneoppimisen hy{\"o}dynt{\"a}minen kaupallisen lentoyhti{\"o}n toiminnoissa},
  author={Korpela, Jari},
  year={2019}
}

@mastersthesis{hiltunen2018valikerros,
  title={V{\"a}likerros" Chili" Pepper-robotin ohjelmoinnin helpottamiseksi},
  author={Hiltunen, Aleksi},
  year={2018}
}

@phdthesis{diaz2018unidad,
  title={UNIDAD DE POSGRADO DE LA FACULTAD DE ADMINISTRACI{\'O}N},
  author={D{\'I}AZ, JONATHAN GONZ{\'A}LES},
  year={2018},
  school={UNIVERSIDAD NACIONAL DE SAN AGUSTIN}
}

@article{zuniga2019analisis,
  title={An{\'a}lisis de datos y tendencias sociales de las donaciones de sangre en Guadalajara},
  author={Z{\'u}{\~n}iga-Cisneros, Jorge A},
  year={2019},
  publisher={ITESO}
}

@article{сергеєв2018інтелектуальний,
  title={Інтелектуальний аналіз даних: Комп’ютерний практикум},
  author={Сергеєв-Горчинський, Олексій Олександрович and Іщенко, Ганна Валеріївна},
  year={2018},
  publisher={Підприємство {\guillemotleft}УВОІ {\guillemotleft}Допомога{\guillemotright} УСІ{\guillemotright}}
}

@article{solis2018sistema,
  title={Sistema de predicci{\'o}n del error de modelado para una tarea de manipulaci{\'o}n de objetos de la vida diaria para un robot humanoide, utilizando t{\'e}cnicas de aprendizaje de m{\'a}quina},
  author={Sol{\'\i}s-Villalta, Orlando Mois{\'e}s},
  year={2018},
  publisher={Instituto Tecnol{\'o}gico de Costa Rica}
}

@article{campanaroutilizacion,
  title={UTILIZACI{\'O}N DE HERRAMIENTAS DE INTELIGENCIA DE NEGOCIOS PARA EVALUAR EL COMPORTAMIENTO DE INDICADORES DE MEDICI{\'O}N DE GESTI{\'O}N ORGANIZACIONAL (KPI) PARA SER APLICADOS A FUENTES MASIVAS DE DATOS FINANCIEROS},
  author={CAMPANARO, ROSA S and DEMARTIS, PABLO NICOLAS and DIAZ, DANIEL J and VIOLA, MONICA B},
  journal={REPOSITORIO DIGITAL UNIVERSITARIO (RDU-UNC)},
  pages={93}
}

@inproceedings{ribeiro2018paralelizaccao,
  title={Paraleliza{\c{c}}ao do algoritmo DIANA em OpenMP},
  author={Ribeiro, Hethini and Spolon, Roberta and Manacero Jr, Aleardo and Lobato, Renata S},
  booktitle={Anais da IX Escola Regional de Alto Desempenho de S{\~a}o Paulo},
  pages={57--60},
  year={2018},
  organization={SBC}
}

@article{hildebrandt2018deep,
  title={Deep Reinforcement Learning zur Minderung von Versp{\"a}tungen im {\"O}PNV},
  author={Hildebrandt, Hendrik},
  year={2018}
}

@misc{alden2018ux,
  title={UX-verktyg f{\"o}r prototyputveckling med AI-baserat automationsst{\"o}d f{\"o}r omvandling av skisser till gr{\"a}nssnittskomponenter},
  author={Ald{\'e}n, Fanny and Juopperi, Emil},
  year={2018}
}

@article{kappaoupsilontauacutevarepsilonlambdaalphakappaetavarsigma2018nuoacuteetamuonuvarepsilonvarsigma,
  title={No$\acute{\eta}$$\mu$o$\nu$$\varepsilon$$\varsigma$ $\mu$$\acute{\varepsilon}$$\theta$o$\delta$o$\iota$ $\alpha$$\nu$$\acute{\alpha}$$\lambda$$\upsilon$$\sigma$$\eta$$\varsigma$ $\iota$$\alpha$$\tau$$\rho$$\iota$$\kappa$$\acute{\omega}$$\nu$ $\delta$$\varepsilon$$\delta$o$\mu$$\acute{\varepsilon}$$\nu$$\omega$$\nu$ $\varepsilon$$\varphi$$\alpha$$\rho$$\mu$o$\gamma$$\acute{\varepsilon}$$\varsigma$ $\sigma$$\varepsilon$ $\pi$$\rho$o$\beta$$\lambda$$\acute{\eta}$$\mu$$\alpha$$\tau$$\alpha$ $\delta$$\iota$$\acute{\alpha}$$\gamma$$\nu$$\omega$$\sigma$$\eta$$\varsigma$ $\nu$$\varepsilon$$\upsilon$$\rho$o$\lambda$o$\gamma$$\acute{\iota}$$\alpha$$\varsigma$},
  author={Ko$\upsilon$$\tau$$\acute{\varepsilon}$$\lambda$$\alpha$$\kappa$$\eta$$\varsigma$, $\Sigma$$\tau$$\alpha$$\mu$$\acute{\alpha}$$\tau$$\iota$o$\varsigma$},
  year={2018}
}

@article{escarrone2017extraccao,
  title={Extra{\c{c}}{\~a}o de perfis de usu{\'a}rios com e sem defici{\^e}ncia utilizando agrupamentos},
  author={Escarrone, Anne Lize Lopes},
  year={2017},
  publisher={Universidade Federal do Pampa}
}

@article{주영지2017연관규칙,
  title={연관규칙 마이닝과 나이브베이즈 분류를 이용한 악성코드 탐지},
  author={주영지 and 김병식 and 신주현},
  journal={멀티미디어학회논문지},
  volume={20},
  number={11},
  pages={1759--1767},
  year={2017}
}

@article{diazvaloracion,
  title={VALORACI{\'O}N DE LA INCORPORACI{\'O}N EN LA CURRICULA DE ASIGNATURAS DE IT DE NUEVAS TECNOLOGIAS. EL CASO DE DATOS MASIVOS, Y CIENCIA DE DATOS},
  author={DIAZ, DANIEL J},
  journal={REPOSITORIO DIGITAL UNIVERSITARIO (RDU-UNC)},
  pages={51}
}

@article{andersson2017aktiemarknadsprediktion,
  title={Aktiemarknadsprediktion med artificiella neurala n{\"a}tverk},
  author={Andersson, Joel},
  year={2017}
}

@article{schreiber2017maximum,
  title={Mit Maximum-Entropie das Parsing nat{\"u}rlicher Sprache erlernen},
  author={Schreiber, Marc},
  year={2017}
}

@phdthesis{오지현2017의료용,
  title={의료용 인공지능의 허가에 대한 비교제도론적 고찰: 미국{\textperiodcentered} 유럽{\textperiodcentered} 중국{\textperiodcentered} 일본을 중심으로},
  author={오지현},
  year={2017},
  school={연세대학교 보건대학원}
}

@article{campanaro2017valoracion,
  title={Valoraci{\'o}n cr{\'\i}tica del uso de KPI (Key Performance Indicators) basado en su an{\'a}lisis sobre cantidades masivas de datos financieros},
  author={Campanaro, Rosa and Demartis, Pablo Nicol{\'a}s and D{\'\i}az, Daniel Jos{\'e} and D{\'\i}az Toledo, Selva and Viola, M{\'o}nica Beatriz},
  year={2017}
}

@phdthesis{주영지2017연관규칙,
  title={연관규칙 탐사기법과 SVM 을 이용한 악성코드 탐지방법},
  author={주영지 and others},
  year={2017},
  school={조선대학교 산업기술융합대학원}
}

@misc{hjalmarsson2017bedomning,
  title={Bed{\"o}mning av fakturor med hj{\"a}lp av maskininl{\"a}rning},
  author={Hjalmarsson, Martin and Bj{\"o}rkman, Mikael},
  year={2017}
}

@inproceedings{oya2016classificaccao,
  title={Classifica{\c{c}}{\~a}o de Fragmentos de Arquivos com T{\'e}cnica de Aprendizagem de M{\'a}quina baseada em {\'A}rvores de Decis{\~a}o},
  author={Oya, Juliano KM and Hoelz, Bruno WP},
  booktitle={Anais do XVI Simp{\'o}sio Brasileiro em Seguran{\c{c}}a da Informa{\c{c}}{\~a}o e de Sistemas Computacionais},
  pages={86--99},
  year={2016},
  organization={SBC}
}

@article{hinostroza2016marketing,
  title={Marketing computacional: dise{\~n}o autom{\'a}tico de productos},
  author={Hinostroza Hualpa, Stephania Cristina and Salazar Rey, Borja},
  year={2016}
}

@article{tausigmaiotalambdaiotagammaiotaacutealphanunueta2015alphalambdagammaorhoiotathetamuoiota,
  title={A$\lambda$$\gamma${\'o}$\rho$$\iota$$\theta$$\mu$o$\iota$ Classification $\sigma$$\varepsilon$ Big Data},
  author={T$\sigma$$\iota$$\lambda$$\iota$$\gamma$$\iota$$\acute{\alpha}$$\nu$$\nu$$\eta$, E$\lambda$$\acute{\varepsilon}$$\nu$$\eta$},
  year={2015}
}

@article{sariyar2016maschinelle,
  title={Maschinelle Lernverfahren f{\"u}r nieder-und hochdimensionale Probleme: Zusammenf{\"u}hrung und Analyse biomedizinischer Daten},
  author={Sariyar, Murat},
  year={2016}
}

@phdthesis{vrbanvcivc2015razvoj,
  title={Razvoj spletne aplikacije za analitiko podatkov v realnem {\v{c}}asu s Spring XD},
  author={Vrban{\v{c}}i{\v{c}}, Grega},
  year={2015},
  school={Univerza v Mariboru, Fakulteta za elektrotehniko, ra{\v{c}}unalni{\v{s}}tvo in informatiko}
}

@book{brummer2023crowdfunding,
  title={Crowdfunding Campaigns. Success Prediction Through Natural Language Processing},
  author={Brummer, Benjamin},
  year={2023},
  publisher={GRIN Verlag}
}

@phdthesis{riberg2021tip,
  title={TIP OF THE SPEAR: CAN SPECIAL FORCES LEAD THE WAY FOR MILITARY APPLICATIONS OF AI?},
  author={Riberg, Joakim and Selin, Lars J},
  year={2021},
  school={Monterey, CA; Naval Postgraduate School}
}

@article{brownbreaking,
  title={“Breaking and Entering”: Evaluation of the Use of Machine Learning for Code Breaking},
  author={Brown, Ryan J and Hewage, Chaminda and Jayal, Ambikesh}
}

@mastersthesis{kiliccimprovement,
  title={Improvement of mobile banking adoption with clustering algorithm},
  author={Kili{\c{c}}, H{\"u}seyin},
  school={Fen Bilimleri Enstit{\"u}s{\"u}}
}

@article{bouganimusing,
  title={Using Deep Learning to Predict Back Orders},
  author={Bouganim, Jakob and Olsson, Konrad}
}

@article{milushevaconcept,
  title={A concept for a modular sensor-based Predictive Maintenance system for Industry 4.0},
  author={Milusheva, Tsvetelina}
}

@article{макаренкова91data,
  title={DATA LEAKAGE PROBLEM IN MACHINE LEARNING},
  author={Макаренкова, Вера Михайловна and Павлова, Ксения Андреевна and Макаренкова, ВМ and Павлова, КА},
  journal={Target},
  volume={91},
  number={86},
  pages={89}
}

@article{schmidtaddressing,
  title={Addressing data acumen with an introduction to data science},
  author={Schmidt, Christin}
}

@incollection{hutauruk2018predicting,
  title={PREDICTING BEST SELLER BOOKS BASED ON VISUAL AND SENTIMENT FEATURES},
  author={Hutauruk, Gloria and Afrianti, Dameria Desi and Siburian, Valentina},
  year={2018},
  publisher={PROGRAM STUDI SARJANA SISTEM INFORMASI FAKULTAS TEKNIK INFORMATIKA DAN ELEKTRO}
}

@article{youngsueenhancing,
  title={Enhancing the power of color through artificial intelligence in visual storytelling},
  author={Youngsue, Han and Roh, Hyunjung and Jaehoon, Kim and Hwang, Su Hyoun}
}

@phdthesis{brown2017breaking,
  title={“Breaking and Entering”: Evaluation of Various Decryption Techniques to Decipher a Polyalphabetic Substitution Cipher.},
  author={Brown, Ryan and others},
  year={2017},
  school={Cardiff Metropolitan University}
}

@article{garcia2018clasificador,
  title={CLASIFICADOR MEJORADO DE TEXTOS PARA EL CONTEXTO DE MEDIO AMBIENTE USANDO NAIVE BAYES MULTINOMIAL EN M{\'E}XICO. 12},
  author={Garc{\'\i}a, Lorena Garc{\'\i}a and Rivera, Miguel F{\'e}lix Mata and Flores, MC Roberto Zagal},
  year={2018}
}

@mastersthesis{uzel2018makine,
  title={Makine {\"o}{\u{g}}renmesi ile FOREX piyasalar{\i}nda al{\i}m sat{\i}m kararlar{\i} uygulamas{\i}},
  author={Uzel, Efe},
  year={2018},
  school={Sosyal Bilimler Enstit{\"u}s{\"u}}
}

@article{dos2016parallel,
  title={Parallel Computing for Process Mining},
  author={dos Santos, Rui Miguel Monte Pegado},
  year={2016}
}

@article{emelyanovatool,
  title={Tool-Supported Project Prediction},
  author={Emelyanova, Elena}
}

@article{krumpolc2020detekce,
  title={Detekce obli{\v{c}}ejov{\`y}ch bod{\uu} v prost{\v{r}}ed{\'\i} automobilu},
  author={Krumpolc, Petr},
  year={2020},
  publisher={Vysok{\'a} {\v{s}}kola b{\'a}{\v{n}}sk{\'a}-Technick{\'a} univerzita Ostrava}
}

@article{frankverfahren,
  title={Verfahren des maschinellen Lernens: Grundlegende Konzepte, Potenziale und Voraussetzungen, Einsatzszenarien in Unternehmen},
  author={Frank, Ulrich}
}

@incollection{manurung2018penerapan,
  title={PENERAPAN CONVOLUTIONAL NEURAL NETWORK PADA PENGENALAN TEKS TULISAN TANGAN},
  author={Manurung, Tommy Harlis and Lumban Gaol, Yosephin and Simanjuntak, Vera Giovani},
  year={2018},
  publisher={PROGRAM STUDI SARJANA SISTEM INFORMASI FAKULTAS TEKNIK INFORMATIKA DAN ELEKTRO}
}

@article{ls2019uso,
  title={Uso de Dados Provenientes de Rede Social e T{\'e}cnica de Minera{\c{c}}{\~a}o de Dados para Classificar Crimes em Bel{\'e}m-PA},
  author={LS, Furtado and Souza, AMF},
  year={2019}
}

@article{bockthemen,
  title={Themen in Bearbeitung},
  author={Bock, Alexander}
}

@article{frankthemen,
  title={Themen in Bearbeitung},
  author={Frank, Ulrich}
}

@incollection{nainggolan2018diagnosis,
  title={DIAGNOSIS PENYAKIT MENGGUNAKAN ALGORITMA MATCHMAKING DAN MACHINE LEARNING},
  author={Nainggolan, Apria Theovani and Saragih, Amrianto},
  year={2018},
  publisher={Program Sarjana Program Studi Teknik Informatika Fakultas Teknik Informatika~…}
}

@incollection{siahaan2018prediksi,
  title={Prediksi Turnover Karyawan Menggunakan Algoritma KNN dan Algoritma},
  author={Siahaan, Sari Three Mayssi and Manik, Indra Vincentius and Situmorang, Sariaman},
  year={2018},
  publisher={PROGRAM DIPLOMA 3 FAKULTAS TEKNIK INFORMATIKA DAN ELEKTRO PROGRAM STUDI~…}
}

@article{franktheses,
  title={Theses in Process},
  author={Frank, Ulrich}
}

@article{romeroestrategia,
  title={Estrategia de navegaci{\'o}n para robots m{\'o}viles mediante redes neuronales},
  author={Romero, Ayane Su{\'a}rez and del Pozo Quintero, Abelardo}
}

@article{першина2017ббк,
  title={ББК 22.152 П27 Рецензенты: д-р техн. наук, проф. АЛ Ахтулов (ОмГУПС); канд. техн. наук, доц. ВЮ Кобенко (ОмГТУ)},
  author={Першина, Елена Леонидовна},
  year={2017}
}

@article{ozhan2016yapay,
  title={Yapay Zeka ve Veri Madencili{\u{g}}i Uygulamalar{\i}nda Y{\"u}ksek Ba{\c{s}}ar{\i}ml{\i} Hesaplama Yaz{\i}l{\i}mlar{\i}n{\i}n Kullan{\i}m{\i} ve {\"O}rnek Tasar{\i}m ile Performans Analizleri},
  author={{\"O}zhan, Erkan},
  year={2016},
  publisher={Nam{\i}k Kemal {\"U}niversitesi}
}

@article{shaukat20232pandemic,
  title={2Pandemic Upsurge},
  author={Shaukat, Muhammad Rehan and Sami, Abdul},
  journal={Challenges and Reforms in Gulf Higher Education: Confronting the COVID-19 Pandemic and Assessing Future Implications},
  year={2023},
  publisher={Taylor \& Francis}
}

@incollection{shaukatpandemic,
  title={Pandemic Upsurge: Insights from Higher Education Reforms in the Gulf},
  author={Shaukat, Muhammad Rehan and Sami, Abdul},
  booktitle={Challenges and Reforms in Gulf Higher Education},
  pages={26--40},
  publisher={Routledge}
}

@incollection{schmidt2023spezielles,
  title={Spezielles Kapitel: Vorgehensmodelle},
  author={Schmidt, Christin},
  booktitle={Graphentheorie und Netzwerkanalyse: Eine kompakte Einf{\"u}hrung mit Beispielen, {\"U}bungen und L{\"o}sungsvorschl{\"a}gen},
  pages={171--179},
  year={2023},
  publisher={Springer}
}

@phdthesis{tittarelli2023primeras,
  title={Primeras experiencias en la identificaci{\'o}n de personas con riesgo de diabetes en la poblaci{\'o}n argentina usando t{\'e}cnicas de aprendizaje autom{\'a}tico},
  author={Tittarelli, Gonzalo},
  year={2023},
  school={Universidad Nacional de La Plata}
}

@misc{binder2024voice,
  title={Voice trigger for a digital assistant},
  author={Binder, Justin and Post, Samuel D and Tackin, Onur and Gruber, Thomas R},
  year={2024},
  month=jan # "~2",
  note={US Patent 11,862,186}
}

@misc{acero2024low,
  title={Low-latency intelligent automated assistant},
  author={Acero, Alejandro and Zhang, Hepeng},
  year={2024},
  month=jan # "~2",
  note={US Patent 11,862,151}
}

@article{raja2024intelligent,
  title={Intelligent computing knacks for infected media and time delay impacts on dynamical behaviors and control measures of rumor-spreading model},
  author={Raja, Muhammad Asif Zahoor and Haider, Adeeba and Nisar, Kottakkaran Sooppy and Shoaib, Muhammad},
  journal={AIMS Biophysics},
  volume={11},
  number={1},
  pages={1--17},
  year={2024}
}

@article{kimari2023effects,
  title={The Effects of Artificial Intelligence on Service Delivery in South African Local Municipalities.},
  author={Kimari, Alexander Maina and Niyitunga, Eric Blanco and Mohammad, Jahed},
  journal={African Journal of Development Studies},
  volume={13},
  number={4},
  year={2023}
}

@article{segumpanchallenges,
  title={CHALLENGES AND REFORMS IN GULF HIGHER EDUCATION},
  author={Segumpan, Reynaldo Gacho and McAlaney, John}
}

@article{nigro2023improving,
  title={Improving Clustering Accuracy of K-Means and Random Swap by an Evolutionary Technique Based on Careful Seeding},
  author={Nigro, Libero and Cicirelli, Franco},
  journal={Algorithms},
  volume={16},
  number={12},
  pages={572},
  year={2023},
  publisher={MDPI}
}

@article{muller55methodik,
  title={Methodik zur datenbasierten Typisierung von Quartieren anhand baulicher Strukturen},
  author={M{\"u}ller, Andr{\'e}},
  publisher={Technische Universit{\"a}t Darmstadt}
}

@mastersthesis{nugrahaimplementasi,
  title={Implementasi metode vader-lstm dalam pengujian pengaruh sentimen investor terhadap prediksi harga saham},
  author={Nugraha, Ravi Edho},
  type={{B.S.} thesis},
  school={Fakultas Sains dan Teknologi UIN Syarif HIdayatullah Jakarta}
}

@article{ernestoaproximacion,
  title={Aproximaci{\'o}n a la clasificaci{\'o}n de la atenci{\'o}n basada en optimizaci{\'o}n por enjambre de part{\'\i}culas con pruebas de seguimiento ocular},
  author={Ernesto, Medina Magdaleno Guillermo and Antonio, Aceves Fern{\'a}ndez Marco and Carlos, Pedraza Ortega Jes{\'u}s}
}

@article{marian2023physics,
  title={Physics-Informed Machine Learning—An Emerging Trend in Tribology},
  author={Marian, Max and Tremmel, Stephan},
  journal={Lubricants},
  volume={11},
  number={11},
  pages={463},
  year={2023},
  publisher={MDPI}
}

@misc{orr2023intelligent,
  title={Intelligent assistant for home automation},
  author={Orr, Ryan M and Nell, Garett R and Brumbaugh, Benjamin L},
  year={2023},
  month=jul # "~11",
  publisher={Google Patents},
  note={US Patent 11,699,448}
}

@misc{milden2023voice,
  title={Voice activated device for use with a voice-based digital assistant},
  author={Milden, Kevin},
  year={2023},
  month=oct # "~24",
  publisher={Google Patents},
  note={US Patent 11,798,547}
}

@article{makai2024smart,
  title={Smart Approaches to Efficient Text Mining for Categorizing Sexual Reproductive Health Short Messages into Key Themes},
  author={Makai, Tobias and Nyirenda, Mayumbo},
  journal={Open Journal of Applied Sciences},
  volume={14},
  pages={511--532},
  year={2024}
}

@book{maschler2024architektur,
  title={Eine Architektur f{\"u}r maschinelles Transfer-Lernen in industriellen Automatisierungssystemen},
  author={Maschler, Benjamin},
  year={2024},
  publisher={Shaker}
}

@article{гавриленко2024аналіз,
  title={Аналіз даних в інформаційно-управляючих системах. Курс лекцій},
  author={Гавриленко, Олена Валеріївна},
  year={2024},
  publisher={КПІ ім. Ігоря Сікорського}
}

@misc{piernot2024multi,
  title={Multi-modal inputs for voice commands},
  author={Piernot, Philippe P and Weinberg, Garrett L},
  year={2024},
  month=feb # "~6",
  publisher={Google Patents},
  note={US Patent 11,893,992}
}

@misc{vescovi2024unconventional,
  title={Unconventional virtual assistant interactions},
  author={Vescovi, Marcos Regis and GALVEZ, Tom{\'a}s A VEGA and Karashchuk, Pierre and Gruber, Thomas R and Guzzoni, Didier R},
  year={2024},
  month=jan # "~30",
  publisher={Google Patents},
  note={US Patent 11,886,805}
}

@misc{lemay2024raise,
  title={Raise to speak},
  author={Lemay, Stephen O and Bastian, Michael R and Holenstein, Roman and Jeong, Minwoo and Maalouf, Charles and Newendorp, Brandon J and Nieto, Heriberto and Paek, Timothy and Peterson, Joanna and Scully, Shawn and others},
  year={2024},
  month=feb # "~20",
  publisher={Google Patents},
  note={US Patent 11,907,436}
}

@misc{acero2024low,
  title={Low-latency intelligent automated assistant},
  author={Acero, Alejandro and Zhang, Hepeng},
  year={2024},
  month=jan # "~2",
  publisher={Google Patents},
  note={US Patent 11,862,151}
}

@misc{binder2024voice,
  title={Voice trigger for a digital assistant},
  author={Binder, Justin and Post, Samuel D and Tackin, Onur and Gruber, Thomas R},
  year={2024},
  month=jan # "~2",
  publisher={Google Patents},
  note={US Patent 11,862,186}
}

@misc{bellegarda2024model,
  title={Model compression using cycle generative adversarial network knowledge distillation},
  author={Bellegarda, Jerome R},
  year={2024},
  month=jan # "~30",
  publisher={Google Patents},
  note={US Patent 11,886,542}
}

@misc{jina2024providing,
  title={Providing message response suggestions},
  author={Jina, Vojtech and Hildick-smith, Seth J and Kirby, Peter M and SRIDHAR, Vivek Kumar RANGARAJAN},
  year={2024},
  month=jan # "~30",
  publisher={Google Patents},
  note={US Patent 11,888,791}
}

@misc{vescovi2024intelligent,
  title={Intelligent automated assistant for delivering content from user experiences},
  author={Vescovi, Marcos Regis and Circlaeys, Eric MG and Warren, Richard and Bernstein, Jeffrey Traer and Krenn, Matthaeus},
  year={2024},
  month=feb # "~13",
  publisher={Google Patents},
  note={US Patent 11,900,923}
}