\begin{thebibliography}{95} % this bibliography was produced with the style dinat.bst v2.5 \makeatletter \newcommand{\dinatlabel}[1]% {\ifNAT@numbers\else\NAT@biblabelnum{#1}\hspace{2\labelsep}\fi} \makeatother \expandafter\ifx\csname natexlab\endcsname\relax\def\natexlab#1{#1}\fi \expandafter\ifx\csname url\endcsname\relax\def\url#1{\texttt{#1}}\fi \bibitem[Data(2023)]{Data} \dinatlabel{Data 2023} \phdthesisbibemph{Jeux de données}. \newblock \url{https://disc.univ-fcomte.fr/gitlab/daniel.soto_forero/ai-vt-recommender-system}. \newblock 2023. -- \newblock Accessed: 2023-11-20 \bibitem[UCI(2024)]{UCI} \dinatlabel{UCI 2024} \phdthesisbibemph{Markelle Kelly, Rachel Longjohn, Kolby Nottingham, The UCI Machine Learning Repository}. \newblock \url{https://archive.ics.uci.edu}. \newblock 2024. -- \newblock Accessed: 2024-09-30 \bibitem[Aamodt \phdthesisbiband Plaza(1994)]{doi10.3233/AIC-1994-7104} \dinatlabel{Aamodt \phdthesisbiband Plaza 1994} \underlineifauthor{aamodt}{\textsc{Aamodt}, Agnar}~; \underlineifauthor{plaza}{\textsc{Plaza}, Enric}: \newblock \phdthesisbibEmph{``Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches''}. \newblock \phdthesisbibIn \phdthesisbibemph{AI Communications} \newblock 7 (1994), \phdthesisbibnumber~1, \phdthesisbibpages~39--59. -- \newblock URL \url{https://journals.sagepub.com/doi/abs/10.3233/AIC-1994-7104}. \newblock DOI:\xspace\href{http://www.doi.org/10.3233/AIC-1994-7104}{10.3233/AIC-1994-7104} \bibitem[Abel \phdthesisbibetal(2023)Abel, Barreto, Van~Roy, Precup, van Hasselt \phdthesisbiband Singh]{NEURIPS2023_9d8cf124} \dinatlabel{Abel \phdthesisbibetal 2023} \underlineifauthor{abel}{\textsc{Abel}, David}~; \underlineifauthor{barreto}{\textsc{Barreto}, Andre}~; \underlineifauthor{van roy}{\textsc{Van~Roy}, Benjamin}~; \underlineifauthor{precup}{\textsc{Precup}, Doina}~; \underlineifauthor{hasselt}{\textsc{Hasselt}, Hado~P. van}~; \underlineifauthor{singh}{\textsc{Singh}, Satinder}: \newblock \phdthesisbibEmph{``A Definition of Continual Reinforcement Learning''}. \newblock \phdthesisbibIn \underlineifauthor{oh}{\textsc{Oh}, A. (\phdthesisbibeditors)}~; \underlineifauthor{naumann}{\textsc{Naumann}, T. (\phdthesisbibeditors)}~; \underlineifauthor{globerson}{\textsc{Globerson}, A. (\phdthesisbibeditors)}~; \underlineifauthor{saenko}{\textsc{Saenko}, K. (\phdthesisbibeditors)}~; \underlineifauthor{hardt}{\textsc{Hardt}, M. (\phdthesisbibeditors)}~; \underlineifauthor{levine}{\textsc{Levine}, S. (\phdthesisbibeditors)}: \phdthesisbibemph{Advances in Neural Information Processing Systems} \phdthesisbibVolume~36, Curran Associates, Inc., 2023, \phdthesisbibpages~50377--50407. -- \newblock URL \url{https://proceedings.neurips.cc/paper_files/paper/2023/file/9d8cf1247786d6dfeefeeb53b8b5f6d7-Paper-Conference.pdf} \bibitem[Alabdulrahman \phdthesisbiband Viktor(2021)]{ALABDULRAHMAN2021114061} \dinatlabel{Alabdulrahman \phdthesisbiband Viktor 2021} \underlineifauthor{alabdulrahman}{\textsc{Alabdulrahman}, Rabaa}~; \underlineifauthor{viktor}{\textsc{Viktor}, Herna}: \newblock \phdthesisbibEmph{``Catering for unique tastes: Targeting grey-sheep users recommender systems through one-class machine learning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Expert Systems with Applications} \newblock 166 (2021), \phdthesisbibpages~114061. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0957417420308241}. -- \newblock ISSN\xspace 0957-4174. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.eswa.2020.114061}{https://doi.org/10.1016/j.eswa.2020.114061} \bibitem[Arthurs \phdthesisbibetal(2019)Arthurs, Stenhaug, Karayev \phdthesisbiband Piech]{Arthurs} \dinatlabel{Arthurs \phdthesisbibetal 2019} \underlineifauthor{arthurs}{\textsc{Arthurs}, Noah}~; \underlineifauthor{stenhaug}{\textsc{Stenhaug}, Ben}~; \underlineifauthor{karayev}{\textsc{Karayev}, Sergey}~; \underlineifauthor{piech}{\textsc{Piech}, Chris}: \newblock \phdthesisbibEmph{``Grades Are Not Normal: Improving Exam Score Models Using the Logit-Normal Distribution''}. \newblock \phdthesisbibIn \phdthesisbibemph{International Conference on Educational Data Mining (EDM)}, URL \url{https://eric.ed.gov/?id=ED599204}, 2019, \phdthesisbibpages~6 \bibitem[Auer \phdthesisbibetal(2021)Auer, Lenarduzzi, Felderer \phdthesisbiband Taibi]{Auer} \dinatlabel{Auer \phdthesisbibetal 2021} \underlineifauthor{auer}{\textsc{Auer}, Florian}~; \underlineifauthor{lenarduzzi}{\textsc{Lenarduzzi}, Valentina}~; \underlineifauthor{felderer}{\textsc{Felderer}, Michael}~; \underlineifauthor{taibi}{\textsc{Taibi}, Davide}: \newblock \phdthesisbibEmph{``From monolithic systems to Microservices: An assessment framework''}. \newblock \phdthesisbibIn \phdthesisbibemph{Information and Software Technology} \newblock 137 (2021), \phdthesisbibpages~106600. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0950584921000793}. -- \newblock ISSN\xspace 0950-5849. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.infsof.2021.106600}{https://doi.org/10.1016/j.infsof.2021.106600} \bibitem[Badier \phdthesisbibetal(2023)Badier, Lefort \phdthesisbiband Lefevre]{badierhal-04092828} \dinatlabel{Badier \phdthesisbibetal 2023} \underlineifauthor{badier}{\textsc{Badier}, Ana{\"e}lle}~; \underlineifauthor{lefort}{\textsc{Lefort}, Mathieu}~; \underlineifauthor{lefevre}{\textsc{Lefevre}, Marie}: \newblock \phdthesisbibEmph{``{Comprendre les usages et effets d'un syst{\`e}me de recommandations p{\'e}dagogiques en contexte d'apprentissage non-formel}''}. \newblock \phdthesisbibIn \phdthesisbibemph{{EIAH'23}}. \newblock Brest, France, \phdthesisbibJune 2023. -- \newblock URL \url{https://hal.science/hal-04092828} \bibitem[Bakurov \phdthesisbibetal(2021)Bakurov, Castelli, Gau, Fontanella \phdthesisbiband Vanneschi]{BAKUROV2021100913} \dinatlabel{Bakurov \phdthesisbibetal 2021} \underlineifauthor{bakurov}{\textsc{Bakurov}, Illya}~; \underlineifauthor{castelli}{\textsc{Castelli}, Mauro}~; \underlineifauthor{gau}{\textsc{Gau}, Olivier}~; \underlineifauthor{fontanella}{\textsc{Fontanella}, Francesco}~; \underlineifauthor{vanneschi}{\textsc{Vanneschi}, Leonardo}: \newblock \phdthesisbibEmph{``Genetic programming for stacked generalization''}. \newblock \phdthesisbibIn \phdthesisbibemph{Swarm and Evolutionary Computation} \newblock 65 (2021), \phdthesisbibpages~100913. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S2210650221000742}. -- \newblock ISSN\xspace 2210-6502. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.swevo.2021.100913}{https://doi.org/10.1016/j.swevo.2021.100913} \bibitem[Busch \phdthesisbibetal(2023)Busch, Watson \phdthesisbiband Bogatchek]{busch2023teaching} \dinatlabel{Busch \phdthesisbibetal 2023} \underlineifauthor{busch}{\textsc{Busch}, B.}~; \underlineifauthor{watson}{\textsc{Watson}, E.}~; \underlineifauthor{bogatchek}{\textsc{Bogatchek}, L.}: \newblock \phdthesisbibemph{Teaching and Learning Illuminated: The Big Ideas, Illustrated}. \newblock Taylor and Francis, 2023. -- \newblock URL \url{https://books.google.fr/books?id=ik-3EAAAQBAJ}. -- \newblock ISBN\xspace 9781000877960 \bibitem[Butdee \phdthesisbiband Tichkiewitch(2011)]{10.1007/978-3-642-15973-2_50} \dinatlabel{Butdee \phdthesisbiband Tichkiewitch 2011} \underlineifauthor{butdee}{\textsc{Butdee}, S.}~; \underlineifauthor{tichkiewitch}{\textsc{Tichkiewitch}, S.}: \newblock \phdthesisbibEmph{``Case-Based Reasoning for Adaptive Aluminum Extrusion Die Design Together with Parameters by Neural Networks''}. \newblock \phdthesisbibIn \underlineifauthor{bernard}{\textsc{Bernard}, Alain (\phdthesisbibeditors)}: \phdthesisbibemph{Global Product Development}. \newblock Berlin, Heidelberg~: Springer Berlin Heidelberg, 2011, \phdthesisbibpages~491--496. -- \newblock ISBN\xspace 978-3-642-15973-2 \bibitem[Chen \phdthesisbibetal(2025)Chen, Feng, Chen, Wu, Sun, Li, Gao, Zhang \phdthesisbiband Xue]{CHEN2025104070} \dinatlabel{Chen \phdthesisbibetal 2025} \underlineifauthor{chen}{\textsc{Chen}, Hongqi}~; \underlineifauthor{feng}{\textsc{Feng}, Zhiyong}~; \underlineifauthor{chen}{\textsc{Chen}, Shizhan}~; \underlineifauthor{wu}{\textsc{Wu}, Hongyue}~; \underlineifauthor{sun}{\textsc{Sun}, Yingchao}~; \underlineifauthor{li}{\textsc{Li}, Jingyu}~; \underlineifauthor{gao}{\textsc{Gao}, Qinghang}~; \underlineifauthor{zhang}{\textsc{Zhang}, Lu}~; \underlineifauthor{xue}{\textsc{Xue}, Xiao}: \newblock \phdthesisbibEmph{``Incorporating Forgetting Curve and Memory Replay for Evolving Socially-aware Recommendation''}. \newblock \phdthesisbibIn \phdthesisbibemph{Information Processing and Management} \newblock 62 (2025), \phdthesisbibnumber~3, \phdthesisbibpages~104070. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0306457325000123}. -- \newblock ISSN\xspace 0306-4573. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.ipm.2025.104070}{https://doi.org/10.1016/j.ipm.2025.104070} \bibitem[Chiu \phdthesisbibetal(2023)Chiu, Xia, Zhou, Chai \phdthesisbiband Cheng]{CHIU2023100118} \dinatlabel{Chiu \phdthesisbibetal 2023} \underlineifauthor{chiu}{\textsc{Chiu}, Thomas~K.}~; \underlineifauthor{xia}{\textsc{Xia}, Qi}~; \underlineifauthor{zhou}{\textsc{Zhou}, Xinyan}~; \underlineifauthor{chai}{\textsc{Chai}, Ching~S.}~; \underlineifauthor{cheng}{\textsc{Cheng}, Miaoting}: \newblock \phdthesisbibEmph{``Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computers and Education: Artificial Intelligence} \newblock 4 (2023), \phdthesisbibpages~100118. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S2666920X2200073X}. -- \newblock ISSN\xspace 2666-920X. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.caeai.2022.100118}{https://doi.org/10.1016/j.caeai.2022.100118} \bibitem[Choi \phdthesisbibetal(2023)Choi, Suh \phdthesisbiband Otto]{cmc.2023.033417} \dinatlabel{Choi \phdthesisbibetal 2023} \underlineifauthor{choi}{\textsc{Choi}, Jeonghoon}~; \underlineifauthor{suh}{\textsc{Suh}, Dongjun}~; \underlineifauthor{otto}{\textsc{Otto}, Marc-Oliver}: \newblock \phdthesisbibEmph{``Boosted Stacking Ensemble Machine Learning Method for Wafer Map Pattern Classification''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computers, Materials \& Continua} \newblock 74 (2023), \phdthesisbibnumber~2, \phdthesisbibpages~2945--2966. -- \newblock URL \url{http://www.techscience.com/cmc/v74n2/50296}. -- \newblock ISSN\xspace 1546-2226. \newblock DOI:\xspace\href{http://www.doi.org/10.32604/cmc.2023.033417}{10.32604/cmc.2023.033417} \bibitem[Cunningham \phdthesisbiband Delany(2021)]{10.1145/3459665} \dinatlabel{Cunningham \phdthesisbiband Delany 2021} \underlineifauthor{cunningham}{\textsc{Cunningham}, P\'{a}draig}~; \underlineifauthor{delany}{\textsc{Delany}, Sarah~J.}: \newblock \phdthesisbibEmph{``K-Nearest Neighbour Classifiers - A Tutorial''}. \newblock \phdthesisbibIn \phdthesisbibemph{ACM Comput. Surv.} \newblock 54 (2021), jul, \phdthesisbibnumber~6. -- \newblock URL \url{https://doi.org/10.1145/3459665}. -- \newblock ISSN\xspace 0360-0300. \newblock DOI:\xspace\href{http://www.doi.org/10.1145/3459665}{10.1145/3459665} \bibitem[Didden \phdthesisbibetal(2023)Didden, Dang \phdthesisbiband Adan]{DIDDEN2023338} \dinatlabel{Didden \phdthesisbibetal 2023} \underlineifauthor{didden}{\textsc{Didden}, Jeroen~B.}~; \underlineifauthor{dang}{\textsc{Dang}, Quang-Vinh}~; \underlineifauthor{adan}{\textsc{Adan}, Ivo~J.}: \newblock \phdthesisbibEmph{``Decentralized learning multi-agent system for online machine shop scheduling problem''}. \newblock \phdthesisbibIn \phdthesisbibemph{Journal of Manufacturing Systems} \newblock 67 (2023), \phdthesisbibpages~338--360. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0278612523000286}. -- \newblock ISSN\xspace 0278-6125. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.jmsy.2023.02.004}{https://doi.org/10.1016/j.jmsy.2023.02.004} \bibitem[Ezaldeen \phdthesisbibetal(2022)Ezaldeen, Misra, Bisoy, Alatrash \phdthesisbiband Priyadarshini]{EZALDEEN2022100700} \dinatlabel{Ezaldeen \phdthesisbibetal 2022} \underlineifauthor{ezaldeen}{\textsc{Ezaldeen}, Hadi}~; \underlineifauthor{misra}{\textsc{Misra}, Rachita}~; \underlineifauthor{bisoy}{\textsc{Bisoy}, Sukant~K.}~; \underlineifauthor{alatrash}{\textsc{Alatrash}, Rawaa}~; \underlineifauthor{priyadarshini}{\textsc{Priyadarshini}, Rojalina}: \newblock \phdthesisbibEmph{``A hybrid E-learning recommendation integrating adaptive profiling and sentiment analysis''}. \newblock \phdthesisbibIn \phdthesisbibemph{Journal of Web Semantics} \newblock 72 (2022), \phdthesisbibpages~100700. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S1570826821000664}. -- \newblock ISSN\xspace 1570-8268. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.websem.2021.100700}{https://doi.org/10.1016/j.websem.2021.100700} \bibitem[Feely \phdthesisbibetal(2020)Feely, Caulfield, Lawlor \phdthesisbiband Smyth]{10.1007/978-3-030-58342-2_5} \dinatlabel{Feely \phdthesisbibetal 2020} \underlineifauthor{feely}{\textsc{Feely}, Ciara}~; \underlineifauthor{caulfield}{\textsc{Caulfield}, Brian}~; \underlineifauthor{lawlor}{\textsc{Lawlor}, Aonghus}~; \underlineifauthor{smyth}{\textsc{Smyth}, Barry}: \newblock \phdthesisbibEmph{``Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans''}. \newblock \phdthesisbibIn \underlineifauthor{watson}{\textsc{Watson}, Ian (\phdthesisbibeditors)}~; \underlineifauthor{weber}{\textsc{Weber}, Rosina (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2020, \phdthesisbibpages~67--81. -- \newblock ISBN\xspace 978-3-030-58342-2 \bibitem[Grace \phdthesisbibetal(2016)Grace, Maher, Wilson \phdthesisbiband Najjar]{10.1007/978-3-319-47096-2_11} \dinatlabel{Grace \phdthesisbibetal 2016} \underlineifauthor{grace}{\textsc{Grace}, Kazjon}~; \underlineifauthor{maher}{\textsc{Maher}, Mary~L.}~; \underlineifauthor{wilson}{\textsc{Wilson}, David~C.}~; \underlineifauthor{najjar}{\textsc{Najjar}, Nadia~A.}: \newblock \phdthesisbibEmph{``Combining CBR and Deep Learning to Generate Surprising Recipe Designs''}. \newblock \phdthesisbibIn \underlineifauthor{goel}{\textsc{Goel}, Ashok (\phdthesisbibeditors)}~; \underlineifauthor{diaz agudo}{\textsc{D{\'i}az-Agudo}, M~B. (\phdthesisbibeditors)}~; \underlineifauthor{roth berghofer}{\textsc{Roth-Berghofer}, Thomas (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2016, \phdthesisbibpages~154--169. -- \newblock ISBN\xspace 978-3-319-47096-2 \bibitem[Gupta \phdthesisbibetal(2021)Gupta, Chaudhari, Joshi \phdthesisbiband Yağan]{9434422} \dinatlabel{Gupta \phdthesisbibetal 2021} \underlineifauthor{gupta}{\textsc{Gupta}, Samarth}~; \underlineifauthor{chaudhari}{\textsc{Chaudhari}, Shreyas}~; \underlineifauthor{joshi}{\textsc{Joshi}, Gauri}~; \underlineifauthor{yağan}{\textsc{Yağan}, Osman}: \newblock \phdthesisbibEmph{``Multi-Armed Bandits With Correlated Arms''}. \newblock \phdthesisbibIn \phdthesisbibemph{IEEE Transactions on Information Theory} \newblock 67 (2021), \phdthesisbibnumber~10, \phdthesisbibpages~6711--6732. \newblock DOI:\xspace\href{http://www.doi.org/10.1109/TIT.2021.3081508}{10.1109/TIT.2021.3081508} \bibitem[Hajduk \phdthesisbibetal(2019)Hajduk, Sukop \phdthesisbiband Haun]{hajduk2019cognitive} \dinatlabel{Hajduk \phdthesisbibetal 2019} \underlineifauthor{hajduk}{\textsc{Hajduk}, M.}~; \underlineifauthor{sukop}{\textsc{Sukop}, M.}~; \underlineifauthor{haun}{\textsc{Haun}, M.}: \newblock \phdthesisbibemph{Cognitive Multi-agent Systems: Structures, Strategies and Applications to Mobile Robotics and Robosoccer}. \newblock Springer International Publishing, 2019 \newblock (Studies in Systems, Decision and Control). -- \newblock ISBN\xspace 9783319936857 \bibitem[Henriet \phdthesisbibetal(2017)Henriet, Christophe \phdthesisbiband Laurent]{doi10.1177/1754337116651013} \dinatlabel{Henriet \phdthesisbibetal 2017} \underlineifauthor{henriet}{\textsc{Henriet}, Julien}~; \underlineifauthor{christophe}{\textsc{Christophe}, Lang}~; \underlineifauthor{laurent}{\textsc{Laurent}, Philippe}: \newblock \phdthesisbibEmph{``Artificial Intelligence-Virtual Trainer: An educative system based on artificial intelligence and designed to produce varied and consistent training lessons''}. \newblock \phdthesisbibIn \phdthesisbibemph{Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology} \newblock 231 (2017), \phdthesisbibnumber~2, \phdthesisbibpages~110--124. -- \newblock URL \url{https://doi.org/10.1177/1754337116651013}. \newblock DOI:\xspace\href{http://www.doi.org/10.1177/1754337116651013}{10.1177/1754337116651013} \bibitem[Henriet \phdthesisbiband Greffier(2018)]{10.1007/978-3-030-01081-2_9} \dinatlabel{Henriet \phdthesisbiband Greffier 2018} \underlineifauthor{henriet}{\textsc{Henriet}, Julien}~; \underlineifauthor{greffier}{\textsc{Greffier}, Fran{\c{c}}oise}: \newblock \phdthesisbibEmph{``AI-VT: An Example of CBR that Generates a Variety of Solutions to the Same Problem''}. \newblock \phdthesisbibIn \underlineifauthor{cox}{\textsc{Cox}, Michael~T. (\phdthesisbibeditors)}~; \underlineifauthor{funk}{\textsc{Funk}, Peter (\phdthesisbibeditors)}~; \underlineifauthor{begum}{\textsc{Begum}, Shahina (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2018, \phdthesisbibpages~124--139. -- \newblock ISBN\xspace 978-3-030-01081-2 \bibitem[Hipólito \phdthesisbiband Kirchhoff(2023)]{HIPOLITO2023103510} \dinatlabel{Hipólito \phdthesisbiband Kirchhoff 2023} \underlineifauthor{hipólito}{\textsc{Hipólito}, Inês}~; \underlineifauthor{kirchhoff}{\textsc{Kirchhoff}, Michael}: \newblock \phdthesisbibEmph{``Breaking boundaries: The Bayesian Brain Hypothesis for perception and prediction''}. \newblock \phdthesisbibIn \phdthesisbibemph{Consciousness and Cognition} \newblock 111 (2023), \phdthesisbibpages~103510. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S1053810023000478}. -- \newblock ISSN\xspace 1053-8100. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.concog.2023.103510}{https://doi.org/10.1016/j.concog.2023.103510} \bibitem[Hoang(2018)]{Hoang} \dinatlabel{Hoang 2018} \underlineifauthor{hoang}{\textsc{Hoang}, L.N.}: \newblock \phdthesisbibemph{La formule du savoir. Une philosophie unifiée du savoir fondée sur le théorème de Bayes}. \newblock EDP Sciences, 2018. -- \newblock ISBN\xspace 9782759822607 \bibitem[Hu \phdthesisbibetal(2025)Hu, Ma, Liu \phdthesisbiband Wang]{HU2025127130} \dinatlabel{Hu \phdthesisbibetal 2025} \underlineifauthor{hu}{\textsc{Hu}, Bin}~; \underlineifauthor{ma}{\textsc{Ma}, Yinghong}~; \underlineifauthor{liu}{\textsc{Liu}, Zhiyuan}~; \underlineifauthor{wang}{\textsc{Wang}, Hong}: \newblock \phdthesisbibEmph{``A social importance and category enhanced cold-start user recommendation system''}. \newblock \phdthesisbibIn \phdthesisbibemph{Expert Systems with Applications} \newblock 277 (2025), \phdthesisbibpages~127130. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0957417425007523}. -- \newblock ISSN\xspace 0957-4174. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.eswa.2025.127130}{https://doi.org/10.1016/j.eswa.2025.127130} \bibitem[Huang \phdthesisbibetal(2023)Huang, Lu \phdthesisbiband Yang]{HUANG2023104684} \dinatlabel{Huang \phdthesisbibetal 2023} \underlineifauthor{huang}{\textsc{Huang}, Anna~Y.}~; \underlineifauthor{lu}{\textsc{Lu}, Owen~H.}~; \underlineifauthor{yang}{\textsc{Yang}, Stephen~J.}: \newblock \phdthesisbibEmph{``Effects of artificial Intelligence–Enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computers and Education} \newblock 194 (2023), \phdthesisbibpages~104684. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S036013152200255X}. -- \newblock ISSN\xspace 0360-1315. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.compedu.2022.104684}{https://doi.org/10.1016/j.compedu.2022.104684} \bibitem[Ingkavara \phdthesisbibetal(2022)Ingkavara, Panjaburee, Srisawasdi \phdthesisbiband Sajjapanroj]{INGKAVARA2022100086} \dinatlabel{Ingkavara \phdthesisbibetal 2022} \underlineifauthor{ingkavara}{\textsc{Ingkavara}, Thanyaluck}~; \underlineifauthor{panjaburee}{\textsc{Panjaburee}, Patcharin}~; \underlineifauthor{srisawasdi}{\textsc{Srisawasdi}, Niwat}~; \underlineifauthor{sajjapanroj}{\textsc{Sajjapanroj}, Suthiporn}: \newblock \phdthesisbibEmph{``The use of a personalized learning approach to implementing self-regulated online learning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computers and Education: Artificial Intelligence} \newblock 3 (2022), \phdthesisbibpages~100086. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S2666920X22000418}. -- \newblock ISSN\xspace 2666-920X. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.caeai.2022.100086}{https://doi.org/10.1016/j.caeai.2022.100086} \bibitem[Jean-Daubias(2011)]{Daubias2011} \dinatlabel{Jean-Daubias 2011} \underlineifauthor{jean daubias}{\textsc{Jean-Daubias}, Sthéphanie}: \newblock \phdthesisbibemph{Ingénierie des profils d'apprenants}. \newblock 2011 \bibitem[Jung \phdthesisbibetal(2009)Jung, Lim \phdthesisbiband Kim]{JUNG20095695} \dinatlabel{Jung \phdthesisbibetal 2009} \underlineifauthor{jung}{\textsc{Jung}, Sabum}~; \underlineifauthor{lim}{\textsc{Lim}, Taesoo}~; \underlineifauthor{kim}{\textsc{Kim}, Dongsoo}: \newblock \phdthesisbibEmph{``Integrating radial basis function networks with case-based reasoning for product design''}. \newblock \phdthesisbibIn \phdthesisbibemph{Expert Systems with Applications} \newblock 36 (2009), \phdthesisbibnumber~3, Part 1, \phdthesisbibpages~5695--5701. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0957417408003667}. -- \newblock ISSN\xspace 0957-4174. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.eswa.2008.06.099}{https://doi.org/10.1016/j.eswa.2008.06.099} \bibitem[Kamali \phdthesisbibetal(2023)Kamali, Banirostam, Motameni \phdthesisbiband Teshnehlab]{KAMALI2023110242} \dinatlabel{Kamali \phdthesisbibetal 2023} \underlineifauthor{kamali}{\textsc{Kamali}, Seyed~R.}~; \underlineifauthor{banirostam}{\textsc{Banirostam}, Touraj}~; \underlineifauthor{motameni}{\textsc{Motameni}, Homayun}~; \underlineifauthor{teshnehlab}{\textsc{Teshnehlab}, Mohammad}: \newblock \phdthesisbibEmph{``An immune inspired multi-agent system for dynamic multi-objective optimization''}. \newblock \phdthesisbibIn \phdthesisbibemph{Knowledge-Based Systems} \newblock 262 (2023), \phdthesisbibpages~110242. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0950705122013387}. -- \newblock ISSN\xspace 0950-7051. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.knosys.2022.110242}{https://doi.org/10.1016/j.knosys.2022.110242} \bibitem[Kim(2024)]{Kim2024} \dinatlabel{Kim 2024} \underlineifauthor{kim}{\textsc{Kim}, Wonjik}: \newblock \phdthesisbibEmph{``A Random Focusing Method with Jensen--Shannon Divergence for Improving Deep Neural Network Performance Ensuring Architecture Consistency''}. \newblock \phdthesisbibIn \phdthesisbibemph{Neural Processing Letters} \newblock 56 (2024), Jun, \phdthesisbibnumber~4, \phdthesisbibpages~199. -- \newblock URL \url{https://doi.org/10.1007/s11063-024-11668-z}. -- \newblock ISSN\xspace 1573-773X. \newblock DOI:\xspace\href{http://www.doi.org/10.1007/s11063-024-11668-z}{10.1007/s11063-024-11668-z} \bibitem[Kolodner(1983)]{KOLODNER1983281} \dinatlabel{Kolodner 1983} \underlineifauthor{kolodner}{\textsc{Kolodner}, Janet~L.}: \newblock \phdthesisbibEmph{``Reconstructive memory: A computer model''}. \newblock \phdthesisbibIn \phdthesisbibemph{Cognitive Science} \newblock 7 (1983), \phdthesisbibnumber~4, \phdthesisbibpages~281--328. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0364021383800020}. -- \newblock ISSN\xspace 0364-0213. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/S0364-0213(83)80002-0}{https://doi.org/10.1016/S0364-0213(83)80002-0} \bibitem[Kuzilek \phdthesisbibetal(2017)Kuzilek, Hlosta \phdthesisbiband Zdrahal]{Kuzilek2017} \dinatlabel{Kuzilek \phdthesisbibetal 2017} \underlineifauthor{kuzilek}{\textsc{Kuzilek}, Jakub}~; \underlineifauthor{hlosta}{\textsc{Hlosta}, Martin}~; \underlineifauthor{zdrahal}{\textsc{Zdrahal}, Zdenek}: \newblock \phdthesisbibEmph{``Open University Learning Analytics dataset''}. \newblock \phdthesisbibIn \phdthesisbibemph{Scientific Data} \newblock 4 (2017), Nov, \phdthesisbibnumber~1, \phdthesisbibpages~170171. -- \newblock URL \url{https://doi.org/10.1038/sdata.2017.171}. -- \newblock ISSN\xspace 2052-4463. \newblock DOI:\xspace\href{http://www.doi.org/10.1038/sdata.2017.171}{10.1038/sdata.2017.171} \bibitem[Lalitha \phdthesisbiband Sreeja(2020)]{LALITHA2020583} \dinatlabel{Lalitha \phdthesisbiband Sreeja 2020} \underlineifauthor{lalitha}{\textsc{Lalitha}, T~B.}~; \underlineifauthor{sreeja}{\textsc{Sreeja}, P~S.}: \newblock \phdthesisbibEmph{``Personalised Self-Directed Learning Recommendation System''}. \newblock \phdthesisbibIn \phdthesisbibemph{Procedia Computer Science} \newblock 171 (2020), \phdthesisbibpages~583--592. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S1877050920310309}. -- \newblock Third International Conference on Computing and Network Communications (CoCoNet'19). -- \newblock ISSN\xspace 1877-0509. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.procs.2020.04.063}{https://doi.org/10.1016/j.procs.2020.04.063} \bibitem[Lamprinakou \phdthesisbiband Gandy(2024)]{LAMPRINAKOU2024109260} \dinatlabel{Lamprinakou \phdthesisbiband Gandy 2024} \underlineifauthor{lamprinakou}{\textsc{Lamprinakou}, Stamatina}~; \underlineifauthor{gandy}{\textsc{Gandy}, Axel}: \newblock \phdthesisbibEmph{``Stratified epidemic model using a latent marked Hawkes process''}. \newblock \phdthesisbibIn \phdthesisbibemph{Mathematical Biosciences} \newblock 375 (2024), \phdthesisbibpages~109260. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0025556424001202}. -- \newblock ISSN\xspace 0025-5564. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.mbs.2024.109260}{https://doi.org/10.1016/j.mbs.2024.109260} \bibitem[Lei(2024)]{lei2024analysis} \dinatlabel{Lei 2024} \underlineifauthor{lei}{\textsc{Lei}, Zhihao}: \newblock \phdthesisbibEmph{``Analysis of Simpson’s Paradox and Its Applications''}. \newblock \phdthesisbibIn \phdthesisbibemph{Highlights in Science, Engineering and Technology} \newblock 88 (2024), \phdthesisbibpages~357--362 \bibitem[Leikola \phdthesisbibetal(2018)Leikola, Sauer, Rintala, Aromaa \phdthesisbiband Lundström]{min8100434} \dinatlabel{Leikola \phdthesisbibetal 2018} \underlineifauthor{leikola}{\textsc{Leikola}, Maria}~; \underlineifauthor{sauer}{\textsc{Sauer}, Christian}~; \underlineifauthor{rintala}{\textsc{Rintala}, Lotta}~; \underlineifauthor{aromaa}{\textsc{Aromaa}, Jari}~; \underlineifauthor{lundström}{\textsc{Lundström}, Mari}: \newblock \phdthesisbibEmph{``Assessing the Similarity of Cyanide-Free Gold Leaching Processes: A Case-Based Reasoning Application''}. \newblock \phdthesisbibIn \phdthesisbibemph{Minerals} \newblock 8 (2018), \phdthesisbibnumber~10. -- \newblock URL \url{https://www.mdpi.com/2075-163X/8/10/434}. -- \newblock ISSN\xspace 2075-163X. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/min8100434}{10.3390/min8100434} \bibitem[Lepage \phdthesisbibetal(2020)Lepage, Lieber, Mornard, Nauer, Romary \phdthesisbiband Sies]{10.1007/978-3-030-58342-2_20} \dinatlabel{Lepage \phdthesisbibetal 2020} \underlineifauthor{lepage}{\textsc{Lepage}, Yves}~; \underlineifauthor{lieber}{\textsc{Lieber}, Jean}~; \underlineifauthor{mornard}{\textsc{Mornard}, Isabelle}~; \underlineifauthor{nauer}{\textsc{Nauer}, Emmanuel}~; \underlineifauthor{romary}{\textsc{Romary}, Julien}~; \underlineifauthor{sies}{\textsc{Sies}, Reynault}: \newblock \phdthesisbibEmph{``The French Correction: When Retrieval Is Harder to Specify than Adaptation''}. \newblock \phdthesisbibIn \underlineifauthor{watson}{\textsc{Watson}, Ian (\phdthesisbibeditors)}~; \underlineifauthor{weber}{\textsc{Weber}, Rosina (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2020, \phdthesisbibpages~309--324. -- \newblock ISBN\xspace 978-3-030-58342-2 \bibitem[Li \phdthesisbibetal(2024)Li, Ding, Yu \phdthesisbiband Zhang]{Li_2024} \dinatlabel{Li \phdthesisbibetal 2024} \underlineifauthor{li}{\textsc{Li}, Zhigang}~; \underlineifauthor{ding}{\textsc{Ding}, Zhejie}~; \underlineifauthor{yu}{\textsc{Yu}, Yu}~; \underlineifauthor{zhang}{\textsc{Zhang}, Pengjie}: \newblock \phdthesisbibEmph{``The Kullback–Leibler Divergence and the Convergence Rate of Fast Covariance Matrix Estimators in Galaxy Clustering Analysis''}. \newblock \phdthesisbibIn \phdthesisbibemph{The Astrophysical Journal} \newblock 965 (2024), apr, \phdthesisbibnumber~2, \phdthesisbibpages~125. -- \newblock URL \url{https://dx.doi.org/10.3847/1538-4357/ad3215}. \newblock DOI:\xspace\href{http://www.doi.org/10.3847/1538-4357/ad3215}{10.3847/1538-4357/ad3215} \bibitem[Liang \phdthesisbibetal(2021)Liang, Chang, An, Duan, Du, Wang, Miao, Xu, Gao, Zhang, Li \phdthesisbiband Gao]{10.3389/fgene.2021.600040} \dinatlabel{Liang \phdthesisbibetal 2021} \underlineifauthor{liang}{\textsc{Liang}, Mang}~; \underlineifauthor{chang}{\textsc{Chang}, Tianpeng}~; \underlineifauthor{an}{\textsc{An}, Bingxing}~; \underlineifauthor{duan}{\textsc{Duan}, Xinghai}~; \underlineifauthor{du}{\textsc{Du}, Lili}~; \underlineifauthor{wang}{\textsc{Wang}, Xiaoqiao}~; \underlineifauthor{miao}{\textsc{Miao}, Jian}~; \underlineifauthor{xu}{\textsc{Xu}, Lingyang}~; \underlineifauthor{gao}{\textsc{Gao}, Xue}~; \underlineifauthor{zhang}{\textsc{Zhang}, Lupei}~; \underlineifauthor{li}{\textsc{Li}, Junya}~; \underlineifauthor{gao}{\textsc{Gao}, Huijiang}: \newblock \phdthesisbibEmph{``A Stacking Ensemble Learning Framework for Genomic Prediction''}. \newblock \phdthesisbibIn \phdthesisbibemph{Frontiers in Genetics} \newblock 12 (2021). -- \newblock URL \url{https://www.frontiersin.org/articles/10.3389/fgene.2021.600040}. -- \newblock ISSN\xspace 1664-8021. \newblock DOI:\xspace\href{http://www.doi.org/10.3389/fgene.2021.600040}{10.3389/fgene.2021.600040} \bibitem[Lin(2022)]{9870279} \dinatlabel{Lin 2022} \underlineifauthor{lin}{\textsc{Lin}, Baihan}: \newblock \phdthesisbibEmph{``Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling''}. \newblock \phdthesisbibIn \phdthesisbibemph{2022 IEEE Congress on Evolutionary Computation (CEC)}, 2022, \phdthesisbibpages~1--8. \newblock DOI:\xspace\href{http://www.doi.org/10.1109/CEC55065.2022.9870279}{10.1109/CEC55065.2022.9870279} \bibitem[Liu \phdthesisbiband Yu(2023)]{Liu2023} \dinatlabel{Liu \phdthesisbiband Yu 2023} \underlineifauthor{liu}{\textsc{Liu}, Mengchi}~; \underlineifauthor{yu}{\textsc{Yu}, Dongmei}: \newblock \phdthesisbibEmph{``Towards intelligent E-learning systems''}. \newblock \phdthesisbibIn \phdthesisbibemph{Education and Information Technologies} \newblock 28 (2023), Jul, \phdthesisbibnumber~7, \phdthesisbibpages~7845--7876. -- \newblock URL \url{https://doi.org/10.1007/s10639-022-11479-6}. -- \newblock ISSN\xspace 1573-7608. \newblock DOI:\xspace\href{http://www.doi.org/10.1007/s10639-022-11479-6}{10.1007/s10639-022-11479-6} \bibitem[Louvros \phdthesisbibetal(2023)Louvros, Stefanidis, Boulougouris, Komianos \phdthesisbiband Vassalos]{jmse11050890} \dinatlabel{Louvros \phdthesisbibetal 2023} \underlineifauthor{louvros}{\textsc{Louvros}, Panagiotis}~; \underlineifauthor{stefanidis}{\textsc{Stefanidis}, Fotios}~; \underlineifauthor{boulougouris}{\textsc{Boulougouris}, Evangelos}~; \underlineifauthor{komianos}{\textsc{Komianos}, Alexandros}~; \underlineifauthor{vassalos}{\textsc{Vassalos}, Dracos}: \newblock \phdthesisbibEmph{``Machine Learning and Case-Based Reasoning for Real-Time Onboard Prediction of the Survivability of Ships''}. \newblock \phdthesisbibIn \phdthesisbibemph{Journal of Marine Science and Engineering} \newblock 11 (2023), \phdthesisbibnumber~5. -- \newblock URL \url{https://www.mdpi.com/2077-1312/11/5/890}. -- \newblock ISSN\xspace 2077-1312. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/jmse11050890}{10.3390/jmse11050890} \bibitem[Maher \phdthesisbiband Grace(2017)]{10.1007/978-3-319-61030-6_1} \dinatlabel{Maher \phdthesisbiband Grace 2017} \underlineifauthor{maher}{\textsc{Maher}, Mary~L.}~; \underlineifauthor{grace}{\textsc{Grace}, Kazjon}: \newblock \phdthesisbibEmph{``Encouraging Curiosity in Case-Based Reasoning and Recommender Systems''}. \newblock \phdthesisbibIn \underlineifauthor{aha}{\textsc{Aha}, David~W. (\phdthesisbibeditors)}~; \underlineifauthor{lieber}{\textsc{Lieber}, Jean (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2017, \phdthesisbibpages~3--15. -- \newblock ISBN\xspace 978-3-319-61030-6 \bibitem[Malburg \phdthesisbibetal(2024)Malburg, Hotz \phdthesisbiband Bergmann]{10.1007/978-3-031-63646-2_4} \dinatlabel{Malburg \phdthesisbibetal 2024} \underlineifauthor{malburg}{\textsc{Malburg}, Lukas}~; \underlineifauthor{hotz}{\textsc{Hotz}, Maxim}~; \underlineifauthor{bergmann}{\textsc{Bergmann}, Ralph}: \newblock \phdthesisbibEmph{``Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation''}. \newblock \phdthesisbibIn \underlineifauthor{recio garcia}{\textsc{Recio-Garcia}, Juan~A. (\phdthesisbibeditors)}~; \underlineifauthor{castillo}{\textsc{Castillo}, Mauricio~G. Orozco-del (\phdthesisbibeditors)}~; \underlineifauthor{bridge}{\textsc{Bridge}, Derek (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer Nature Switzerland, 2024, \phdthesisbibpages~50--66. -- \newblock ISBN\xspace 978-3-031-63646-2 \bibitem[Mang \phdthesisbibetal(2021)Mang, Tianpeng, Bingxing, Xinghai, Lili, Xiaoqiao, Jian, Lingyang, Xue, Lupei, Junya \phdthesisbiband Huijiang]{Liang} \dinatlabel{Mang \phdthesisbibetal 2021} \underlineifauthor{mang}{\textsc{Mang}, Liang}~; \underlineifauthor{tianpeng}{\textsc{Tianpeng}, Chang}~; \underlineifauthor{bingxing}{\textsc{Bingxing}, An}~; \underlineifauthor{xinghai}{\textsc{Xinghai}, Duan}~; \underlineifauthor{lili}{\textsc{Lili}, Du}~; \underlineifauthor{xiaoqiao}{\textsc{Xiaoqiao}, Wang}~; \underlineifauthor{jian}{\textsc{Jian}, Miao}~; \underlineifauthor{lingyang}{\textsc{Lingyang}, Xu}~; \underlineifauthor{xue}{\textsc{Xue}, Gao}~; \underlineifauthor{lupei}{\textsc{Lupei}, Zhang}~; \underlineifauthor{junya}{\textsc{Junya}, Li}~; \underlineifauthor{huijiang}{\textsc{Huijiang}, Gao}: \newblock \phdthesisbibEmph{``A Stacking Ensemble Learning Framework for Genomic Prediction''}. \newblock \phdthesisbibIn \phdthesisbibemph{Frontiers in Genetics} \newblock (2021). \newblock DOI:\xspace\href{http://www.doi.org/10.3389/fgene.2021.600040}{10.3389/fgene.2021.600040} \bibitem[Minsker \phdthesisbiband Strawn(2024)]{doi10.1137/23M1592420} \dinatlabel{Minsker \phdthesisbiband Strawn 2024} \underlineifauthor{minsker}{\textsc{Minsker}, Stanislav}~; \underlineifauthor{strawn}{\textsc{Strawn}, Nate}: \newblock \phdthesisbibEmph{``The Geometric Median and Applications to Robust Mean Estimation''}. \newblock \phdthesisbibIn \phdthesisbibemph{SIAM Journal on Mathematics of Data Science} \newblock 6 (2024), \phdthesisbibnumber~2, \phdthesisbibpages~504--533. -- \newblock URL \url{https://doi.org/10.1137/23M1592420}. \newblock DOI:\xspace\href{http://www.doi.org/10.1137/23M1592420}{10.1137/23M1592420} \bibitem[Muangprathub \phdthesisbibetal(2020)Muangprathub, Boonjing \phdthesisbiband Chamnongthai]{MUANGPRATHUB2020e05227} \dinatlabel{Muangprathub \phdthesisbibetal 2020} \underlineifauthor{muangprathub}{\textsc{Muangprathub}, Jirapond}~; \underlineifauthor{boonjing}{\textsc{Boonjing}, Veera}~; \underlineifauthor{chamnongthai}{\textsc{Chamnongthai}, Kosin}: \newblock \phdthesisbibEmph{``Learning recommendation with formal concept analysis for intelligent tutoring system''}. \newblock \phdthesisbibIn \phdthesisbibemph{Heliyon} \newblock 6 (2020), \phdthesisbibnumber~10, \phdthesisbibpages~e05227. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S2405844020320703}. -- \newblock ISSN\xspace 2405-8440. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.heliyon.2020.e05227}{https://doi.org/10.1016/j.heliyon.2020.e05227} \bibitem[Müller \phdthesisbiband Bergmann(2015)]{Muller} \dinatlabel{Müller \phdthesisbiband Bergmann 2015} \underlineifauthor{müller}{\textsc{Müller}, G.}~; \underlineifauthor{bergmann}{\textsc{Bergmann}, R.}: \newblock \phdthesisbibEmph{``CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows''}. \newblock \phdthesisbibIn \phdthesisbibemph{International Conference on Case-Based Reasoning}, 01 2015 \bibitem[Nguyen(2024)]{NGUYEN2024111566} \dinatlabel{Nguyen 2024} \underlineifauthor{nguyen}{\textsc{Nguyen}, Alain}: \newblock \phdthesisbibEmph{``Dynamic metaheuristic selection via Thompson Sampling for online optimization''}. \newblock \phdthesisbibIn \phdthesisbibemph{Applied Soft Computing} \newblock 158 (2024), \phdthesisbibpages~111566. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S1568494624003405}. -- \newblock ISSN\xspace 1568-4946. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.asoc.2024.111566}{https://doi.org/10.1016/j.asoc.2024.111566} \bibitem[Nkambou \phdthesisbibetal(2010)Nkambou, Bourdeau \phdthesisbiband Mizoguchi]{Nkambou} \dinatlabel{Nkambou \phdthesisbibetal 2010} \underlineifauthor{nkambou}{\textsc{Nkambou}, R.}~; \underlineifauthor{bourdeau}{\textsc{Bourdeau}, J.}~; \underlineifauthor{mizoguchi}{\textsc{Mizoguchi}, R.}: \newblock \phdthesisbibemph{Advances in Intelligent Tutoring Systems}. \newblock 1. \newblock Springer Berlin, Heidelberg, 2010 \bibitem[Obeid \phdthesisbibetal(2022)Obeid, Lahoud, Khoury \phdthesisbiband Champin]{Obeid} \dinatlabel{Obeid \phdthesisbibetal 2022} \underlineifauthor{obeid}{\textsc{Obeid}, C.}~; \underlineifauthor{lahoud}{\textsc{Lahoud}, C.}~; \underlineifauthor{khoury}{\textsc{Khoury}, H.~E.}~; \underlineifauthor{champin}{\textsc{Champin}, P.}: \newblock \phdthesisbibEmph{``A Novel Hybrid Recommender System Approach for Student Academic Advising Named COHRS, Supported by Case-based Reasoning and Ontology''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computer Science and Information Systems} \newblock 19 (2022), \phdthesisbibnumber~2, \phdthesisbibpages~979–1005. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.2298/CSIS220215011O}{https://doi.org/10.2298/CSIS220215011O} \bibitem[Onta{\~{n}}{\'o}n \phdthesisbibetal(2015)Onta{\~{n}}{\'o}n, Plaza \phdthesisbiband Zhu]{10.1007/978-3-319-24586-7_20} \dinatlabel{Onta{\~{n}}{\'o}n \phdthesisbibetal 2015} \underlineifauthor{ontanon}{\textsc{Onta{\~{n}}{\'o}n}, S.}~; \underlineifauthor{plaza}{\textsc{Plaza}, E.}~; \underlineifauthor{zhu}{\textsc{Zhu}, J.}: \newblock \phdthesisbibEmph{``Argument-Based Case Revision in CBR for Story Generation''}. \newblock \phdthesisbibIn \underlineifauthor{hullermeier}{\textsc{H{\"u}llermeier}, Eyke (\phdthesisbibeditors)}~; \underlineifauthor{minor}{\textsc{Minor}, Mirjam (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2015, \phdthesisbibpages~290--305. -- \newblock ISBN\xspace 978-3-319-24586-7 \bibitem[Ou \phdthesisbibetal(2024)Ou, Cummings \phdthesisbiband Avella~Medina]{pmlr-v238-ou24a} \dinatlabel{Ou \phdthesisbibetal 2024} \underlineifauthor{ou}{\textsc{Ou}, Tingting}~; \underlineifauthor{cummings}{\textsc{Cummings}, Rachel}~; \underlineifauthor{avella medina}{\textsc{Avella~Medina}, Marco}: \newblock \phdthesisbibEmph{``Thompson Sampling Itself is Differentially Private''}. \newblock \phdthesisbibIn \underlineifauthor{dasgupta}{\textsc{Dasgupta}, Sanjoy (\phdthesisbibeditors)}~; \underlineifauthor{mandt}{\textsc{Mandt}, Stephan (\phdthesisbibeditors)}~; \underlineifauthor{li}{\textsc{Li}, Yingzhen (\phdthesisbibeditors)}: \phdthesisbibemph{Proceedings of The 27th International Conference on Artificial Intelligence and Statistics} \phdthesisbibVolume~238, PMLR, 02--04 May 2024, \phdthesisbibpages~1576--1584. -- \newblock URL \url{https://proceedings.mlr.press/v238/ou24a.html} \bibitem[Parejas-Llanovarced \phdthesisbibetal(2024)Parejas-Llanovarced, Caro-Martínez, del Castillo \phdthesisbiband Recio-García]{PAREJASLLANOVARCED2024111469} \dinatlabel{Parejas-Llanovarced \phdthesisbibetal 2024} \underlineifauthor{parejas llanovarced}{\textsc{Parejas-Llanovarced}, Humberto}~; \underlineifauthor{caro martínez}{\textsc{Caro-Martínez}, Marta}~; \underlineifauthor{castillo}{\textsc{Castillo}, Mauricio G.~O. del}~; \underlineifauthor{recio garcía}{\textsc{Recio-García}, Juan~A.}: \newblock \phdthesisbibEmph{``Case-based selection of explanation methods for neural network image classifiers''}. \newblock \phdthesisbibIn \phdthesisbibemph{Knowledge-Based Systems} \newblock 288 (2024), \phdthesisbibpages~111469. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0950705124001047}. -- \newblock ISSN\xspace 0950-7051. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.knosys.2024.111469}{https://doi.org/10.1016/j.knosys.2024.111469} \bibitem[Petrovic \phdthesisbibetal(2016)Petrovic, Khussainova \phdthesisbiband Jagannathan]{PETROVIC201617} \dinatlabel{Petrovic \phdthesisbibetal 2016} \underlineifauthor{petrovic}{\textsc{Petrovic}, Sanja}~; \underlineifauthor{khussainova}{\textsc{Khussainova}, Gulmira}~; \underlineifauthor{jagannathan}{\textsc{Jagannathan}, Rupa}: \newblock \phdthesisbibEmph{``Knowledge-light adaptation approaches in case-based reasoning for radiotherapy treatment planning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Artificial Intelligence in Medicine} \newblock 68 (2016), \phdthesisbibpages~17--28. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S093336571630015X}. -- \newblock ISSN\xspace 0933-3657. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.artmed.2016.01.006}{https://doi.org/10.1016/j.artmed.2016.01.006} \bibitem[Richter \phdthesisbiband Weber(2013)]{Richter2013} \dinatlabel{Richter \phdthesisbiband Weber 2013} \underlineifauthor{richter}{\textsc{Richter}, M.}~; \underlineifauthor{weber}{\textsc{Weber}, R.}: \newblock \phdthesisbibemph{Case-Based Reasoning (A Textbook)}. \newblock Springer-Verlag GmbH, 2013. -- \newblock ISBN\xspace 9783642401664 \bibitem[Richter(2009)]{RICHTER20093} \dinatlabel{Richter 2009} \underlineifauthor{richter}{\textsc{Richter}, Michael~M.}: \newblock \phdthesisbibEmph{``The search for knowledge, contexts, and Case-Based Reasoning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Engineering Applications of Artificial Intelligence} \newblock 22 (2009), \phdthesisbibnumber~1, \phdthesisbibpages~3--9. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S095219760800078X}. -- \newblock ISSN\xspace 0952-1976. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.engappai.2008.04.021}{https://doi.org/10.1016/j.engappai.2008.04.021} \bibitem[Riesbeck \phdthesisbiband Schank(1989)]{Riesbeck1989} \dinatlabel{Riesbeck \phdthesisbiband Schank 1989} \underlineifauthor{riesbeck}{\textsc{Riesbeck}, C.K.}~; \underlineifauthor{schank}{\textsc{Schank}, R.C.}: \newblock \phdthesisbibemph{Inside Case-Based Reasoning}. \newblock Psychology Press, 1989. -- \newblock URL \url{https://doi.org/10.4324/9780203781821} \bibitem[Robertson \phdthesisbiband Watson(2014)]{Robertson2014ARO} \dinatlabel{Robertson \phdthesisbiband Watson 2014} \underlineifauthor{robertson}{\textsc{Robertson}, Glen}~; \underlineifauthor{watson}{\textsc{Watson}, Ian~D.}: \newblock \phdthesisbibEmph{``A Review of Real-Time Strategy Game AI''}. \newblock \phdthesisbibIn \phdthesisbibemph{AI Mag.} \newblock 35 (2014), \phdthesisbibpages~75--104 \bibitem[{Roldan Reyes} \phdthesisbibetal(2015){Roldan Reyes}, Negny, {Cortes Robles} \phdthesisbiband {Le Lann}]{ROLDANREYES20151} \dinatlabel{{Roldan Reyes} \phdthesisbibetal 2015} \underlineifauthor{roldan reyes}{\textsc{{Roldan Reyes}}, E.}~; \underlineifauthor{negny}{\textsc{Negny}, S.}~; \underlineifauthor{cortes robles}{\textsc{{Cortes Robles}}, G.}~; \underlineifauthor{le lann}{\textsc{{Le Lann}}, J.M.}: \newblock \phdthesisbibEmph{``Improvement of online adaptation knowledge acquisition and reuse in case-based reasoning: Application to process engineering design''}. \newblock \phdthesisbibIn \phdthesisbibemph{Engineering Applications of Artificial Intelligence} \newblock 41 (2015), \phdthesisbibpages~1--16. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0952197615000263}. -- \newblock ISSN\xspace 0952-1976. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.engappai.2015.01.015}{https://doi.org/10.1016/j.engappai.2015.01.015} \bibitem[Sadeghi~Moghadam \phdthesisbibetal(2024)Sadeghi~Moghadam, Jafarnejad, Heidary~Dahooie \phdthesisbiband Ghasemian~Sahebi]{Sadeghi} \dinatlabel{Sadeghi~Moghadam \phdthesisbibetal 2024} \underlineifauthor{sadeghi moghadam}{\textsc{Sadeghi~Moghadam}, Mohammad~R.}~; \underlineifauthor{jafarnejad}{\textsc{Jafarnejad}, Ahmad}~; \underlineifauthor{heidary dahooie}{\textsc{Heidary~Dahooie}, Jalil}~; \underlineifauthor{ghasemian sahebi}{\textsc{Ghasemian~Sahebi}, Iman}: \newblock \phdthesisbibEmph{``A Hidden Markov Model Based Extended Case-Based Reasoning Algorithm for Relief Materials Demand Forecasting''}. \newblock \phdthesisbibIn \phdthesisbibemph{Mathematics Interdisciplinary Research} \newblock 9 (2024), \phdthesisbibnumber~1, \phdthesisbibpages~89--109. -- \newblock URL \url{https://mir.kashanu.ac.ir/article_114202.html}. -- \newblock ISSN\xspace 2538-3639. \newblock DOI:\xspace\href{http://www.doi.org/10.22052/mir.2023.253148.1420}{10.22052/mir.2023.253148.1420} \bibitem[Schank \phdthesisbiband Abelson(1977)]{schank+abelson77} \dinatlabel{Schank \phdthesisbiband Abelson 1977} \underlineifauthor{schank}{\textsc{Schank}, Roger~C.}~; \underlineifauthor{abelson}{\textsc{Abelson}, Robert~P.}: \newblock \phdthesisbibemph{Scripts, Plans, Goals and Understanding: an Inquiry into Human Knowledge Structures}. \newblock Hillsdale, NJ~: L. Erlbaum, 1977 \bibitem[Schunk(2020)]{schunk2020} \dinatlabel{Schunk 2020} \underlineifauthor{schunk}{\textsc{Schunk}, D.H.}: \newblock \phdthesisbibemph{Learning Theories: An Educational Perspective}. \newblock Pearson, 2020. -- \newblock ISBN\xspace 9780134893754 \bibitem[Seol(2022)]{math10091413} \dinatlabel{Seol 2022} \underlineifauthor{seol}{\textsc{Seol}, Youngsoo}: \newblock \phdthesisbibEmph{``Non-Markovian Inverse Hawkes Processes''}. \newblock \phdthesisbibIn \phdthesisbibemph{Mathematics} \newblock 10 (2022), \phdthesisbibnumber~9. -- \newblock URL \url{https://www.mdpi.com/2227-7390/10/9/1413}. -- \newblock ISSN\xspace 2227-7390. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/math10091413}{10.3390/math10091413} \bibitem[Seznec \phdthesisbibetal(2020)Seznec, Menard, Lazaric \phdthesisbiband Valko]{pmlr-v108-seznec20a} \dinatlabel{Seznec \phdthesisbibetal 2020} \underlineifauthor{seznec}{\textsc{Seznec}, Julien}~; \underlineifauthor{menard}{\textsc{Menard}, Pierre}~; \underlineifauthor{lazaric}{\textsc{Lazaric}, Alessandro}~; \underlineifauthor{valko}{\textsc{Valko}, Michal}: \newblock \phdthesisbibEmph{``A single algorithm for both restless and rested rotting bandits''}. \newblock \phdthesisbibIn \underlineifauthor{chiappa}{\textsc{Chiappa}, Silvia (\phdthesisbibeditors)}~; \underlineifauthor{calandra}{\textsc{Calandra}, Roberto (\phdthesisbibeditors)}: \phdthesisbibemph{Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics} \phdthesisbibVolume~108, PMLR, 26--28 Aug 2020, \phdthesisbibpages~3784--3794. -- \newblock URL \url{https://proceedings.mlr.press/v108/seznec20a.html} \bibitem[Sinaga \phdthesisbiband Yang(2020)]{9072123} \dinatlabel{Sinaga \phdthesisbiband Yang 2020} \underlineifauthor{sinaga}{\textsc{Sinaga}, Kristina~P.}~; \underlineifauthor{yang}{\textsc{Yang}, Miin-Shen}: \newblock \phdthesisbibEmph{``Unsupervised K-Means Clustering Algorithm''}. \newblock \phdthesisbibIn \phdthesisbibemph{IEEE Access} \newblock 8 (2020), \phdthesisbibpages~80716--80727. \newblock DOI:\xspace\href{http://www.doi.org/10.1109/ACCESS.2020.2988796}{10.1109/ACCESS.2020.2988796} \bibitem[Skittou \phdthesisbibetal(2024)Skittou, Merrouchi \phdthesisbiband Gadi]{skittou2024recommender} \dinatlabel{Skittou \phdthesisbibetal 2024} \underlineifauthor{skittou}{\textsc{Skittou}, Mustapha}~; \underlineifauthor{merrouchi}{\textsc{Merrouchi}, Mohamed}~; \underlineifauthor{gadi}{\textsc{Gadi}, Taoufiq}: \newblock \phdthesisbibEmph{``A Recommender System for Educational Planning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Cybernetics and Information Technologies} \newblock 24 (2024), \phdthesisbibnumber~2, \phdthesisbibpages~67--85 \bibitem[Smyth \phdthesisbiband Cunningham(2018)]{10.1007/978-3-030-01081-2_25} \dinatlabel{Smyth \phdthesisbiband Cunningham 2018} \underlineifauthor{smyth}{\textsc{Smyth}, Barry}~; \underlineifauthor{cunningham}{\textsc{Cunningham}, P{\'a}draig}: \newblock \phdthesisbibEmph{``An Analysis of Case Representations for Marathon Race Prediction and Planning''}. \newblock \phdthesisbibIn \underlineifauthor{cox}{\textsc{Cox}, Michael~T. (\phdthesisbibeditors)}~; \underlineifauthor{funk}{\textsc{Funk}, Peter (\phdthesisbibeditors)}~; \underlineifauthor{begum}{\textsc{Begum}, Shahina (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2018, \phdthesisbibpages~369--384. -- \newblock ISBN\xspace 978-3-030-01081-2 \bibitem[Smyth \phdthesisbiband Willemsen(2020)]{10.1007/978-3-030-58342-2_8} \dinatlabel{Smyth \phdthesisbiband Willemsen 2020} \underlineifauthor{smyth}{\textsc{Smyth}, Barry}~; \underlineifauthor{willemsen}{\textsc{Willemsen}, Martijn~C.}: \newblock \phdthesisbibEmph{``Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning''}. \newblock \phdthesisbibIn \underlineifauthor{watson}{\textsc{Watson}, Ian (\phdthesisbibeditors)}~; \underlineifauthor{weber}{\textsc{Weber}, Rosina (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer International Publishing, 2020, \phdthesisbibpages~112--126. -- \newblock ISBN\xspace 978-3-030-58342-2 \bibitem[Soto-Forero \phdthesisbibetal(2024{\natexlab{a}})Soto-Forero, Ackermann, Betbeder \phdthesisbiband Henriet]{Soto2} \dinatlabel{Soto-Forero \phdthesisbibetal 2024{\natexlab{a}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{ackermann}{\textsc{Ackermann}, Simha}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``Automatic Real-Time Adaptation of Training Session Difficulty Using Rules and Reinforcement Learning in the AI-VT ITS''}. \newblock \phdthesisbibIn \phdthesisbibemph{International Journal of Modern Education and Computer Science(IJMECS)} \newblock 16 (2024), \phdthesisbibpages~56--71. -- \newblock URL \url{https://www.mecs-press.org/ijmecs/ijmecs-v16-n3/v16n3-5.html}. -- \newblock ISSN\xspace 2075-0161. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.5815/ijmecs.2024.03.05}{https://doi.org/10.5815/ijmecs.2024.03.05} \bibitem[Soto-Forero \phdthesisbibetal(2024{\natexlab{b}})Soto-Forero, Ackermann, Betbeder \phdthesisbiband Henriet]{10.1007/978-3-031-63646-2_13} \dinatlabel{Soto-Forero \phdthesisbibetal 2024{\natexlab{b}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{ackermann}{\textsc{Ackermann}, Simha}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models''}. \newblock \phdthesisbibIn \underlineifauthor{recio garcia}{\textsc{Recio-Garcia}, Juan~A. (\phdthesisbibeditors)}~; \underlineifauthor{castillo}{\textsc{Castillo}, Mauricio~G. Orozco-del (\phdthesisbibeditors)}~; \underlineifauthor{bridge}{\textsc{Bridge}, Derek (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer Nature Switzerland, 2024, \phdthesisbibpages~191--205. -- \newblock ISBN\xspace 978-3-031-63646-2 \bibitem[Soto-Forero \phdthesisbibetal(2024{\natexlab{c}})Soto-Forero, Betbeder \phdthesisbiband Henriet]{10.1007/978-3-031-63646-2_11} \dinatlabel{Soto-Forero \phdthesisbibetal 2024{\natexlab{c}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``Ensemble Stacking Case-Based Reasoning for Regression''}. \newblock \phdthesisbibIn \underlineifauthor{recio garcia}{\textsc{Recio-Garcia}, Juan~A. (\phdthesisbibeditors)}~; \underlineifauthor{castillo}{\textsc{Castillo}, Mauricio~G. Orozco-del (\phdthesisbibeditors)}~; \underlineifauthor{bridge}{\textsc{Bridge}, Derek (\phdthesisbibeditors)}: \phdthesisbibemph{Case-Based Reasoning Research and Development}. \newblock Cham~: Springer Nature Switzerland, 2024, \phdthesisbibpages~159--174. -- \newblock ISBN\xspace 978-3-031-63646-2 \bibitem[Soto-Forero \phdthesisbibetal(2025{\natexlab{a}})Soto-Forero, Betbeder \phdthesisbiband Henriet]{soto5} \dinatlabel{Soto-Forero \phdthesisbibetal 2025{\natexlab{a}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``Ensemble Stacking Case-Based Reasoning and a Stochastic Recommender Algorithm with the Hawkes Process Applied to ITS AI-VT''}. \newblock \phdthesisbibIn \underlineifauthor{antonios gasteratos}{\textsc{Antonios~Gasteratos}, Angelos~M. (\phdthesisbibeditors)}: \phdthesisbibemph{International Conference on Intelligent Tutoring Systems}, 2025. -- \newblock ISBN\xspace 0 \bibitem[Soto-Forero \phdthesisbibetal(2025{\natexlab{b}})Soto-Forero, Betbeder \phdthesisbiband Henriet]{soto6} \dinatlabel{Soto-Forero \phdthesisbibetal 2025{\natexlab{b}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``Integration of Stacking Case-Based Reasoning with a Multi-Agent System Applied to the Intelligent Tutoring System AI-VT''}. \newblock \phdthesisbibIn \phdthesisbibemph{Journal} \newblock 0 (2025), \phdthesisbibnumber~0. -- \newblock ISSN\xspace 0000-0000 \bibitem[Soto-Forero \phdthesisbibetal(2025{\natexlab{c}})Soto-Forero, Betbeder \phdthesisbiband Henriet]{soto4} \dinatlabel{Soto-Forero \phdthesisbibetal 2025{\natexlab{c}}} \underlineifauthor{soto forero}{\textsc{Soto-Forero}, Daniel}~; \underlineifauthor{betbeder}{\textsc{Betbeder}, Marie-Laure}~; \underlineifauthor{henriet}{\textsc{Henriet}, Julien}: \newblock \phdthesisbibEmph{``Modèle de recommandation stochastique et de raisonnement à partir de cas appliqué à l'EIAH AI-VT''}. \newblock \phdthesisbibIn \underlineifauthor{elise lavoué}{\textsc{Elise~Lavoué}, Yvan~P. 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\underlineifauthor{gomez}{\textsc{Gomez}, Juan~F.}~; \underlineifauthor{panadero}{\textsc{Panadero}, Javier}~; \underlineifauthor{martínez gavara}{\textsc{Martínez-Gavara}, Anna}~; \underlineifauthor{juan}{\textsc{Juan}, Angel~A.}: \newblock \phdthesisbibEmph{``A Learnheuristic Algorithm Based on Thompson Sampling for the Heterogeneous and Dynamic Team Orienteering Problem''}. \newblock \phdthesisbibIn \phdthesisbibemph{Mathematics} \newblock 12 (2024), \phdthesisbibnumber~11. -- \newblock URL \url{https://www.mdpi.com/2227-7390/12/11/1758}. -- \newblock ISSN\xspace 2227-7390. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/math12111758}{10.3390/math12111758} \bibitem[Uysal \phdthesisbiband Sonmez(2023)]{buildings13030651} \dinatlabel{Uysal \phdthesisbiband Sonmez 2023} \underlineifauthor{uysal}{\textsc{Uysal}, Furkan}~; \underlineifauthor{sonmez}{\textsc{Sonmez}, Rifat}: \newblock \phdthesisbibEmph{``Bootstrap Aggregated Case-Based Reasoning Method for Conceptual Cost Estimation''}. \newblock \phdthesisbibIn \phdthesisbibemph{Buildings} \newblock 13 (2023), \phdthesisbibnumber~3. -- \newblock URL \url{https://www.mdpi.com/2075-5309/13/3/651}. -- \newblock ISSN\xspace 2075-5309. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/buildings13030651}{10.3390/buildings13030651} \bibitem[Wang \phdthesisbibetal(2021)Wang, Liao, Li \phdthesisbiband Wang]{WANG2021331} \dinatlabel{Wang \phdthesisbibetal 2021} \underlineifauthor{wang}{\textsc{Wang}, Feng}~; \underlineifauthor{liao}{\textsc{Liao}, Fanshu}~; \underlineifauthor{li}{\textsc{Li}, Yixuan}~; \underlineifauthor{wang}{\textsc{Wang}, Hui}: \newblock \phdthesisbibEmph{``A new prediction strategy for dynamic multi-objective optimization using Gaussian Mixture Model''}. \newblock \phdthesisbibIn \phdthesisbibemph{Information Sciences} \newblock 580 (2021), \phdthesisbibpages~331--351. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0020025521008732}. -- \newblock ISSN\xspace 0020-0255. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.ins.2021.08.065}{https://doi.org/10.1016/j.ins.2021.08.065} \bibitem[Wolf \phdthesisbibetal(2024)Wolf, Bongratz, Rickmann, P{\"o}lsterl \phdthesisbiband Wachinger]{wolf2024keep} \dinatlabel{Wolf \phdthesisbibetal 2024} \underlineifauthor{wolf}{\textsc{Wolf}, Tom~N.}~; \underlineifauthor{bongratz}{\textsc{Bongratz}, Fabian}~; \underlineifauthor{rickmann}{\textsc{Rickmann}, Anne-Marie}~; \underlineifauthor{polsterl}{\textsc{P{\"o}lsterl}, Sebastian}~; \underlineifauthor{wachinger}{\textsc{Wachinger}, Christian}: \newblock \phdthesisbibEmph{``Keep the faith: Faithful explanations in convolutional neural networks for case-based reasoning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Proceedings of the AAAI Conference on Artificial Intelligence} \phdthesisbibVolume~38, 2024, \phdthesisbibpages~5921--5929 \bibitem[Xu \phdthesisbibetal(2021)Xu, Cai, Xia, Liu \phdthesisbiband Xu]{9627973} \dinatlabel{Xu \phdthesisbibetal 2021} \underlineifauthor{xu}{\textsc{Xu}, Shengbing}~; \underlineifauthor{cai}{\textsc{Cai}, Wei}~; \underlineifauthor{xia}{\textsc{Xia}, Hongxi}~; \underlineifauthor{liu}{\textsc{Liu}, Bo}~; \underlineifauthor{xu}{\textsc{Xu}, Jie}: \newblock \phdthesisbibEmph{``Dynamic Metric Accelerated Method for Fuzzy Clustering''}. \newblock \phdthesisbibIn \phdthesisbibemph{IEEE Access} \newblock 9 (2021), \phdthesisbibpages~166838--166854. \newblock DOI:\xspace\href{http://www.doi.org/10.1109/ACCESS.2021.3131368}{10.1109/ACCESS.2021.3131368} \bibitem[Xu \phdthesisbibetal(2023)Xu, Ge, Li, Fu, Chen \phdthesisbiband Zhang]{10.1145/3578337.3605122} \dinatlabel{Xu \phdthesisbibetal 2023} \underlineifauthor{xu}{\textsc{Xu}, Shuyuan}~; \underlineifauthor{ge}{\textsc{Ge}, Yingqiang}~; \underlineifauthor{li}{\textsc{Li}, Yunqi}~; \underlineifauthor{fu}{\textsc{Fu}, Zuohui}~; \underlineifauthor{chen}{\textsc{Chen}, Xu}~; \underlineifauthor{zhang}{\textsc{Zhang}, Yongfeng}: \newblock \phdthesisbibEmph{``Causal Collaborative Filtering''}. \newblock \phdthesisbibIn \phdthesisbibemph{Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval}. \newblock New York, NY, USA~: Association for Computing Machinery, 2023 \newblock (ICTIR '23), \phdthesisbibpages~235–245. -- \newblock URL \url{https://doi.org/10.1145/3578337.3605122}. -- \newblock ISBN\xspace 9798400700736. \newblock DOI:\xspace\href{http://www.doi.org/10.1145/3578337.3605122}{10.1145/3578337.3605122} \bibitem[Yu \phdthesisbiband Li(2023)]{YU2023110163} \dinatlabel{Yu \phdthesisbiband Li 2023} \underlineifauthor{yu}{\textsc{Yu}, Lean}~; \underlineifauthor{li}{\textsc{Li}, Mengxin}: \newblock \phdthesisbibEmph{``A case-based reasoning driven ensemble learning paradigm for financial distress prediction with missing data''}. \newblock \phdthesisbibIn \phdthesisbibemph{Applied Soft Computing} \newblock 137 (2023), \phdthesisbibpages~110163. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S1568494623001813}. -- \newblock ISSN\xspace 1568-4946. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.asoc.2023.110163}{https://doi.org/10.1016/j.asoc.2023.110163} \bibitem[Yu \phdthesisbibetal(2024)Yu, Li \phdthesisbiband Liu]{YU2024123745} \dinatlabel{Yu \phdthesisbibetal 2024} \underlineifauthor{yu}{\textsc{Yu}, Lean}~; \underlineifauthor{li}{\textsc{Li}, Mengxin}~; \underlineifauthor{liu}{\textsc{Liu}, Xiaojun}: \newblock \phdthesisbibEmph{``A two-stage case-based reasoning driven classification paradigm for financial distress prediction with missing and imbalanced data''}. \newblock \phdthesisbibIn \phdthesisbibemph{Expert Systems with Applications} \newblock 249 (2024), \phdthesisbibpages~123745. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0957417424006110}. -- \newblock ISSN\xspace 0957-4174. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.eswa.2024.123745}{https://doi.org/10.1016/j.eswa.2024.123745} \bibitem[Zhang \phdthesisbiband Yao(2018)]{ZHANG2018189} \dinatlabel{Zhang \phdthesisbiband Yao 2018} \underlineifauthor{zhang}{\textsc{Zhang}, Kai}~; \underlineifauthor{yao}{\textsc{Yao}, Yiyu}: \newblock \phdthesisbibEmph{``A three learning states Bayesian knowledge tracing model''}. \newblock \phdthesisbibIn \phdthesisbibemph{Knowledge-Based Systems} \newblock 148 (2018), \phdthesisbibpages~189--201. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0950705118301199}. -- \newblock ISSN\xspace 0950-7051. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.knosys.2018.03.001}{https://doi.org/10.1016/j.knosys.2018.03.001} \bibitem[Zhang. \phdthesisbiband Aslan(2021)]{ZHANG2021100025} \dinatlabel{Zhang. \phdthesisbiband Aslan 2021} \underlineifauthor{zhang}{\textsc{Zhang.}, Ke}~; \underlineifauthor{aslan}{\textsc{Aslan}, Ayse~B.}: \newblock \phdthesisbibEmph{``AI technologies for education: Recent research and future directions''}. \newblock \phdthesisbibIn \phdthesisbibemph{Computers and Education: Artificial Intelligence} \newblock 2 (2021), \phdthesisbibpages~100025. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S2666920X21000199}. -- \newblock ISSN\xspace 2666-920X. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.caeai.2021.100025}{https://doi.org/10.1016/j.caeai.2021.100025} \bibitem[Zhang \phdthesisbibetal(2023)Zhang, Wang, Fei, Wei, Fei \phdthesisbiband Menhas]{ZHANG2023110564} \dinatlabel{Zhang \phdthesisbibetal 2023} \underlineifauthor{zhang}{\textsc{Zhang}, Pinggai}~; \underlineifauthor{wang}{\textsc{Wang}, Ling}~; \underlineifauthor{fei}{\textsc{Fei}, Zixiang}~; \underlineifauthor{wei}{\textsc{Wei}, Lisheng}~; \underlineifauthor{fei}{\textsc{Fei}, Minrui}~; \underlineifauthor{menhas}{\textsc{Menhas}, Muhammad~I.}: \newblock \phdthesisbibEmph{``A novel human learning optimization algorithm with Bayesian inference learning''}. \newblock \phdthesisbibIn \phdthesisbibemph{Knowledge-Based Systems} \newblock 271 (2023), \phdthesisbibpages~110564. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0950705123003143}. -- \newblock ISSN\xspace 0950-7051. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.knosys.2023.110564}{https://doi.org/10.1016/j.knosys.2023.110564} \bibitem[Zhang \phdthesisbibetal(2025)Zhang, Weng, Wei, Wang, Chen, Liang \phdthesisbiband Yin]{ZHANG2025129161} \dinatlabel{Zhang \phdthesisbibetal 2025} \underlineifauthor{zhang}{\textsc{Zhang}, Xin}~; \underlineifauthor{weng}{\textsc{Weng}, He}~; \underlineifauthor{wei}{\textsc{Wei}, Yuxin}~; \underlineifauthor{wang}{\textsc{Wang}, Dongjing}~; \underlineifauthor{chen}{\textsc{Chen}, Jia}~; \underlineifauthor{liang}{\textsc{Liang}, Tingting}~; \underlineifauthor{yin}{\textsc{Yin}, Yuyu}: \newblock \phdthesisbibEmph{``Multivariate Hawkes Spatio-Temporal Point Process with attention for point of interest recommendation''}. \newblock \phdthesisbibIn \phdthesisbibemph{Neurocomputing} \newblock 619 (2025), \phdthesisbibpages~129161. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0925231224019325}. -- \newblock ISSN\xspace 0925-2312. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.neucom.2024.129161}{https://doi.org/10.1016/j.neucom.2024.129161} \bibitem[Zhao \phdthesisbibetal(2023)Zhao, Wang, Liang \phdthesisbiband Chen]{ZHAO2023118535} \dinatlabel{Zhao \phdthesisbibetal 2023} \underlineifauthor{zhao}{\textsc{Zhao}, Lu-Tao}~; \underlineifauthor{wang}{\textsc{Wang}, Dai-Song}~; \underlineifauthor{liang}{\textsc{Liang}, Feng-Yun}~; \underlineifauthor{chen}{\textsc{Chen}, Jian}: \newblock \phdthesisbibEmph{``A recommendation system for effective learning strategies: An integrated approach using context-dependent DEA''}. \newblock \phdthesisbibIn \phdthesisbibemph{Expert Systems with Applications} \newblock 211 (2023), \phdthesisbibpages~118535. -- \newblock URL \url{https://www.sciencedirect.com/science/article/pii/S0957417422016104}. -- \newblock ISSN\xspace 0957-4174. \newblock DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.eswa.2022.118535}{https://doi.org/10.1016/j.eswa.2022.118535} \bibitem[Zhou \phdthesisbiband Wang(2021)]{Zhou2021} \dinatlabel{Zhou \phdthesisbiband Wang 2021} \underlineifauthor{zhou}{\textsc{Zhou}, Lina}~; \underlineifauthor{wang}{\textsc{Wang}, Chunxia}: \newblock \phdthesisbibEmph{``Research on Recommendation of Personalized Exercises in English Learning Based on Data Mining''}. \newblock \phdthesisbibIn \phdthesisbibemph{Scientific Programming} \newblock 2021 (2021), Dec, \phdthesisbibpages~5042286. -- \newblock URL \url{https://doi.org/10.1155/2021/5042286}. -- \newblock ISSN\xspace 1058-9244. \newblock DOI:\xspace\href{http://www.doi.org/10.1155/2021/5042286}{10.1155/2021/5042286} \bibitem[Zhou \phdthesisbiband Brown(2015)]{Zhou2015} \dinatlabel{Zhou \phdthesisbiband Brown 2015} \underlineifauthor{zhou}{\textsc{Zhou}, Molly}~; \underlineifauthor{brown}{\textsc{Brown}, David}: \newblock \phdthesisbibemph{Educational learning theories: 2nd Edition}. \newblock Education Opent Textbooks, 2015. -- \newblock ISBN\xspace 9780134893754 \bibitem[Zuluaga \phdthesisbibetal(2022)Zuluaga, Aristizábal, Rúa, Franco, Osorio \phdthesisbiband Vásquez]{jmse10040464} \dinatlabel{Zuluaga \phdthesisbibetal 2022} \underlineifauthor{zuluaga}{\textsc{Zuluaga}, Carlos~A.}~; \underlineifauthor{aristizábal}{\textsc{Aristizábal}, Luis~M.}~; \underlineifauthor{rúa}{\textsc{Rúa}, Santiago}~; \underlineifauthor{franco}{\textsc{Franco}, Diego~A.}~; \underlineifauthor{osorio}{\textsc{Osorio}, Dorie~A.}~; \underlineifauthor{vásquez}{\textsc{Vásquez}, Rafael~E.}: \newblock \phdthesisbibEmph{``Development of a Modular Software Architecture for Underwater Vehicles Using Systems Engineering''}. \newblock \phdthesisbibIn \phdthesisbibemph{Journal of Marine Science and Engineering} \newblock 10 (2022), \phdthesisbibnumber~4. -- \newblock URL \url{https://www.mdpi.com/2077-1312/10/4/464}. -- \newblock ISSN\xspace 2077-1312. \newblock DOI:\xspace\href{http://www.doi.org/10.3390/jmse10040464}{10.3390/jmse10040464} \end{thebibliography}