\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. (\phdthesisbibeditors)}:
  \phdthesisbibemph{Actes de la 12ème Conférence sur les Environnements
  Informatiques pour l'Apprentissage Humain}, 2025,
  \phdthesisbibpages~588--594. --
\newblock ISBN\xspace 978-2-901384-10-6

\bibitem[Su \phdthesisbibetal(2022)Su, Cheng, Wu, Dong, Huang, Wu, Chen, Wang
  \phdthesisbiband Xie]{SU2022109547}
\dinatlabel{Su \phdthesisbibetal 2022} \underlineifauthor{su}{\textsc{Su},
  Yu}~; \underlineifauthor{cheng}{\textsc{Cheng}, Zeyu}~;
  \underlineifauthor{wu}{\textsc{Wu}, Jinze}~;
  \underlineifauthor{dong}{\textsc{Dong}, Yanmin}~;
  \underlineifauthor{huang}{\textsc{Huang}, Zhenya}~;
  \underlineifauthor{wu}{\textsc{Wu}, Le}~;
  \underlineifauthor{chen}{\textsc{Chen}, Enhong}~;
  \underlineifauthor{wang}{\textsc{Wang}, Shijin}~;
  \underlineifauthor{xie}{\textsc{Xie}, Fei}:
\newblock \phdthesisbibEmph{``Graph-based cognitive diagnosis for intelligent
  tutoring systems''}.
\newblock \phdthesisbibIn \phdthesisbibemph{Knowledge-Based Systems}
\newblock 253 (2022), \phdthesisbibpages~109547. --
\newblock URL
  \url{https://www.sciencedirect.com/science/article/pii/S095070512200778X}. --
\newblock ISSN\xspace 0950-7051.
\newblock
  DOI:\xspace\href{http://www.doi.org/https://doi.org/10.1016/j.knosys.2022.109547}{https://doi.org/10.1016/j.knosys.2022.109547}

\bibitem[Supic(2018)]{8495930}
\dinatlabel{Supic 2018} \underlineifauthor{supic}{\textsc{Supic}, H.}:
\newblock \phdthesisbibEmph{``Case-Based Reasoning Model for Personalized
  Learning Path Recommendation in Example-Based Learning Activities''}.
\newblock \phdthesisbibIn \phdthesisbibemph{2018 IEEE 27th International
  Conference on Enabling Technologies: Infrastructure for Collaborative
  Enterprises (WETICE)}, 2018, \phdthesisbibpages~175--178.
\newblock
  DOI:\xspace\href{http://www.doi.org/10.1109/WETICE.2018.00040}{10.1109/WETICE.2018.00040}

\bibitem[Uguina \phdthesisbibetal(2024)Uguina, Gomez, Panadero,
  Martínez-Gavara \phdthesisbiband Juan]{math12111758}
\dinatlabel{Uguina \phdthesisbibetal 2024}
  \underlineifauthor{uguina}{\textsc{Uguina}, Antonio~R.}~;
  \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}
