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Viewing Publication 1 - 100 from 1094

2023

An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A CommunitiesYi Yang 0004, XinJun Mao, Menghan Wu. iccbr 2023: 391-407 [doi]

Case-Based Cleaning of Text ImagesEric Astier, Hugo Iopeti, Jean Lieber, Hugo Mathieu Steinbach, Ludovic Yvoz. iccbr 2023: 344-358 [doi]

Beyond Post-Hoc Instance-Based Explanation MethodsBetül Bayrak. iccbr 2023: 233-238 [doi]

A Twin XCBR System Using Supportive and Contrastive ExplanationsBetül Bayrak, Kerstin Bach. iccbr 2023: 146-157 [doi]

Synergies Between Case-Based Reasoning and Deep Learning for Survival Analysis in OncologyIsabelle Bichindaritz, Guanghui Liu. iccbr 2023: 19-33 [doi]

Addressing Underestimation Bias in CBR Through Case-Base MaintenanceWilliam Blanzeisky, Pádraig Cunningham. iccbr 2023: 233-243 [doi]

Impact of Weight Functions on Preferred Abductive Explanations for Decision TreesLouenas Bounia, Matthieu Goliot, Anasse Chafik. iccbr 2023: 158-171 [doi]

Using Deep Reinforcement Learning for the Adaptation of Semantic WorkflowsFlorian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann 0001, Ralph Bergmann. iccbr 2023: 55-70 [doi]

The Current and Future Role of Visual Question Answering in eXplainable Artificial IntelligenceMarta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García. iccbr 2023: 172-183 [doi]

Resolution of Analogies Between Strings in the Case of Multiple SolutionsXulin Deng, Yves Lepage. iccbr 2023: 3-14 [doi]

A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case RepresentationRian Dolphin, Barry Smyth, Ruihai Dong. iccbr 2023: 375-390 [doi]

Cases Are King: A User Study of Case Presentation to Explain CBR DecisionsLawrence Gates, David Leake, Kaitlynne Wilkerson. iccbr 2023: 153-168 [doi]

Investigating the duality of CBR: Performance and InterpretabilityPrateek Goel. iccbr 2023: 222-227 [doi]

A Case-Based Approach for Workflow Flexibility by DeviationLisa Grumbach, Ralph Bergmann. iccbr 2023: 294-308 [doi]

Working with Ambiguous Case RepresentationsJoseph Kendall-Morwick. iccbr 2023: 71-80 [doi]

Case-Based Sample Generation Using Multi-Armed BanditsAndreas Korger, Joachim Baumeister. iccbr 2023: 118-133 [doi]

Knowledge Base Question Answering by Transformer-Based Graph Pattern ScoringMarcel Lamott, Jörn Hees, Adrian Ulges. iccbr 2023: 98-113 [doi]

Towards Addressing Problem-Distribution Drift with Case DiscoveryDavid Leake, Brian Schack. iccbr 2023: 244-259 [doi]

Examining the Impact of Network Architecture on Extracted Feature Quality for CBRDavid Leake, Zachary Wilkerson, Vibhas Vats, Karan Acharya, David J. Crandall. iccbr 2023: 3-18 [doi]

Case-Based Adaptation of Argument Graphs with WordNet and Large Language ModelsMirko Lenz, Ralph Bergmann. iccbr 2023: 263-278 [doi]

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), Aberdeen, Scotland, UK, July 17, 2023Lukas Malburg, Deepika Verma, editors, Volume 3438 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to ImplementationsLukas Malburg, Alexander Schultheis, Ralph Bergmann. iccbr 2023: 81-96 [doi]

Embedding-To-Embedding Method Based on Autoencoder for Solving Sentence AnalogiesWeihao Mao, Yves Lepage. iccbr 2023: 15-26 [doi]

Less is Better: An Energy-Based Approach to Case Base CompetenceEsteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake. iccbr 2023: 27-42 [doi]

Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, ProceedingsStewart Massie, Sutanu Chakraborti, editors, Volume 14141 of Lecture Notes in Computer Science, Springer, 2023. [doi]

Group Fairness in Case-Based ReasoningShania Mitra, Ditty Mathew, Deepak P., Sutanu Chakraborti. iccbr 2023: 217-232 [doi]

Hybrid Event Memory as a Case Base for State Estimation in Cognitive AgentsDavid H. Ménager, Dongkyu Choi. iccbr 2023: 134-149 [doi]

Lazy Adaptation Knowledge Learning Based on Frequent Closed ItemsetsEmmanuel Nauer, Jean Lieber, Mathieu d'Aquin. iccbr 2023: 309-324 [doi]

Trust me, I am an Expert: Predicting the Credibility of Experts for StatementsMarkus Nilles, Lorik Dumani, Björn Metzler 0003, Ralf Schenkel. iccbr 2023: 114-128 [doi]

Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBRIkechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar. iccbr 2023: 279-293 [doi]

Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning ApproachHumberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García. iccbr 2023: 185-199 [doi]

Circularity in Case-Based ReasoningAdwait P. Parsodkar. iccbr 2023: 239-244 [doi]

The Case for Circularities in Case-Based ReasoningAdwait P. Parsodkar, Deepak P 0001, Sutanu Chakraborti. iccbr 2023: 85-101 [doi]

AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment MetricsCraig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García. iccbr 2023: 184-199 [doi]

Argument-Mining from Podcasts Using ChatGPTMircea-Luchian Pojoni, Lorik Dumani, Ralf Schenkel. iccbr 2023: 129-144 [doi]

Case-Based Explanation of Classification Models for the Detection of SQL Injection AttacksJuan A. Recio-García, Mauricio G. Orozco-del-Castillo, Jose A. Soladrero. iccbr 2023: 200-215 [doi]

Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), Nancy (France), September 12-15th, 2022Pascal Reuss, Jakob Schönborn, editors, Volume 3389 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Doctoral Consortium Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), Nancy (France), September 12-15th, 2022Pascal Reuss, Jakob Michael Schönborn, editors, Volume 3418 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Feature Deletion and Case Discovery in Case-Base MaintenanceBrian Schack. iccbr 2023: 245-250 [doi]

A Multi-agent Case-Based Reasoning Intrusion Detection System PrototypeJakob Michael Schoenborn, Klaus-Dieter Althoff. iccbr 2023: 359-374 [doi]

An Overview and Comparison of Case-Based Reasoning FrameworksAlexander Schultheis, Christian Zeyen, Ralph Bergmann. iccbr 2023: 327-343 [doi]

Explanation of Similarities in Process-Oriented Case-Based Reasoning by VisualizationAlexander Schultheis, Maximilian Hoffmann 0001, Lukas Malburg, Ralph Bergmann. iccbr 2023: 53-68 [doi]

CBR Assisted Context-Aware Surface Realisation for Data-to-Text GenerationAshish Upadhyay, Stewart Massie. iccbr 2023: 34-49 [doi]

CBR-fox: A Case-Based Explanation Method for Time Series Forecasting ModelsMoisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García. iccbr 2023: 200-214 [doi]

On-Demand and Model-Driven Case Building Based on Distributed Data SourcesMark van der Pas, Remco M. Dijkman, Alp Akçay, Ivo Adan, John Walker. iccbr 2023: 69-84 [doi]

CBR Driven Interactive Explainable AIAnjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez. iccbr 2023: 169-184 [doi]

Exploring Deep Learning-Based Feature Extraction for Case-Based Reasoning RetrievalZachary Wilkerson. iccbr 2023: 228-232 [doi]

A Contextual Information-Augmented Probabilistic Case-Based Reasoning Model for Knowledge Graph ReasoningYuejia Wu, Jian-Tao Zhou 0002. iccbr 2023: 102-117 [doi]

Improving Sentence Embedding With Sentence Relationships From Word AnalogiesQixuan Zhang, Yves Lepage. iccbr 2023: 43-53 [doi]

Retrieval of Similar Cases to Improve the Diagnosis of Diabetic RetinopathyÁlvaro Sanz-Ramos, Luis Ariza-López, Cristina Montón-Giménez, Antonio A. Sánchez-Ruiz. iccbr 2023: 408-423 [doi]

2022

GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based ReasoningMaximilian Hoffmann 0001, Lukas Malburg, Nico Bach, Ralph Bergmann. iccbr 2022: 240-255 [doi]

Improving Automated Hyperparameter Optimization with Case-Based ReasoningMaximilian Hoffmann 0001, Ralph Bergmann. iccbr 2022: 273-288 [doi]

Exploring the Effect of Recipe Representation on Critique-Based Conversational RecommendationFakhri Abbas, Nadia Najjar, David C. Wilson. iccbr 2022: 96-110 [doi]

When a CBR in Hand Better than Twins in the BushMobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber. iccbr 2023: 141-152 [doi]

An analogy based framework for patient-stay identification in healthcareSafa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet. iccbr 2023: 68-80 [doi]

Theoretical and Experimental Study of a Complexity Measure for Analogical TransferFadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala. iccbr 2022: 175-189 [doi]

CoAT-APC: When Analogical Proportion-based Classification Meets Case-based ReasoningFadi Badra, Marie-Jeanne Lesot. iccbr 2023: 43-56 [doi]

Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methodsEsteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García. iccbr 2023: 105-116 [doi]

Conceptual Modelling of Explanation Experiences Through the iSeeOnto OntologyMarta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji. iccbr 2023: 117-128 [doi]

The Three E's of Explainability in Collaborative Computational Co-Creativity: Emotionality, Effectiveness, and ExplicitnessMichel P. Clemens. iccbr 2023: 4-9 [doi]

A Case-Based Reasoning Approach to Plugin Parameter Selection in Vocal Audio ProductionMichael Clemens, Nancy N. Blackburn, Rushit Sanghrajka, Monthir Ali, M. Gardone, Shilpa Thomas, Hunter Finney, Rogelio E. Cardona-Rivera. iccbr 2022: 350-364 [doi]

A Factorial Study of Neural Network Learning from Differences for RegressionMathieu d'Aquin, Emmanuel Nauer, Jean Lieber. iccbr 2022: 289-303 [doi]

Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation MethodsJesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García. iccbr 2022: 3-17 [doi]

Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart AgricultureEoin Delaney. iccbr 2023: 10-15 [doi]

Analogy-Based Post-treatment of CNN Image SegmentationsJustine Duck, Romain Schaller, Frédéric Auber, Yann Chaussy, Julien Henriet, Jean Lieber, Emmanuel Nauer, Henri Prade. iccbr 2022: 318-332 [doi]

Using Machine Learning Techniques to Support Marathon RunnersCiara Feely. iccbr 2023: 40-45 [doi]

Case-Based Learning and Reasoning Using Layered Boundary MultigraphsThomas Gabel, Fabian Sommer. iccbr 2022: 193-208 [doi]

Counterfactuals as Explanations for Monotonic ClassifiersSarathi K., Shania Mitra, Deepak P., Sutanu Chakraborti. iccbr 2023: 177-188 [doi]

Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, ProceedingsMark T. Keane, Nirmalie Wiratunga, editors, Volume 13405 of Lecture Notes in Computer Science, Springer, 2022. [doi]

Particle Swarm Optimization in Small Case Bases for Software Effort EstimationKatharina Landeis, Gerhard Pews, Mirjam Minor. iccbr 2022: 209-223 [doi]

Case-based Explanation: Making the Implicit ExplicitDavid Leake. iccbr 2023: 195-200 [doi]

Extracting Case Indices from Convolutional Neural Networks: A Comparative StudyDavid Leake, Zachary Wilkerson, David J. Crandall. iccbr 2022: 81-95 [doi]

Towards Adaptive Workflow Management by Case-based Reasoning and Automated PlanningLukas Malburg, Ralph Bergmann. iccbr 2023: 211-220 [doi]

iSee: Intelligent Sharing of Explanation ExperiencesKyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belén Díaz-Agudo, Juan A. Recio-García, Marta Caro-Martínez, Derek Bridge 0001, Preeja Pradeep, Anne Liret, Bruno Fleisch. iccbr 2023: 231-232 [doi]

The Use of Case-Based Reasoning for Personalizing Musculoskeletal Pain Treatment RecommendationsPaola Marín-Veites. iccbr 2023: 46-51 [doi]

FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based ReasoningDitty Mathew, Ralph Bergmann, Benjamin Weyers, Thomas Ellwart, Dominique Bohrmann, Ericson Hölzchen. iccbr 2023: 201-210 [doi]

Adapting Semantic Similarity Methods for Case-Based Reasoning in the CloudIkechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon. iccbr 2022: 125-139 [doi]

The Use of Computer-Assisted Case-Based Reasoning to Support Clinical Decision-Making - A Scoping ReviewRichard Noll, Jannik Schaaf, Holger Storf. iccbr 2022: 395-409 [doi]

Introducing Clood CBR: A Cloud Based CBR FrameworkChamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon. iccbr 2023: 233-234 [doi]

Sentence Analogies for Text MorphingZhicheng Pan, Xinbo Zhao, Yves Lepage. iccbr 2023: 4-13 [doi]

Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBRAdwait P. Parsodkar, Deepak P 0001, Sutanu Chakraborti. iccbr 2022: 256-270 [doi]

Explaining and Upsampling Anomalies in Time-Series Sensor DataCraig Pirie. iccbr 2023: 16-21 [doi]

Explainable Weather Forecasts Through an LSTM-CBR Twin SystemCraig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara. iccbr 2023: 256-260 [doi]

The Application of Qualitative Metadata to Analogical ReasoningDave Ragget. iccbr 2023: 81-88 [doi]

Addressing Trust and Mutability Issues in XAI utilising Case Based ReasoningPedram Salimi. iccbr 2023: 22-27 [doi]

A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual ExplanationsBarry Smyth, Mark T. Keane. iccbr 2022: 18-32 [doi]

Applying explanation methods for the iterative refinement of an ANN-based depression screening toolChristian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo. iccbr 2023: 129-140 [doi]

IREX: A reusable process for the iterative refinement and explanation of classification modelsChristian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo. iccbr 2023: 241-245 [doi]

CBR For Interpretable Response Selection In Conversational ModellingMalavika Sureah. iccbr 2023: 28-33 [doi]

A Case-Based Approach for Content Planning in Data-to-Text GenerationAshish Upadhyay, Stewart Massie. iccbr 2022: 380-394 [doi]

A Case-based Explanation Method for Weather ForecastingMoisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo. iccbr 2023: 153-164 [doi]

CBR-foX: A generic post-hoc case-based reasoning method for the explanation of time-series forecastingMoisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo. iccbr 2023: 246-250 [doi]

Developing a Decision Support System leveraging Distributed and Heterogeneous Sources: Case-Based Reasoning for Manufacturing Incident HandlingM. van der Pas. iccbr 2023: 52-56 [doi]

Counterfactual Explanations for eXplainable AI (XAI)Greta Warren. iccbr 2023: 34-39 [doi]

"Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI)Greta Warren, Barry Smyth, Mark T. Keane. iccbr 2022: 63-78 [doi]

How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual ExplanationsAnjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin. iccbr 2022: 33-47 [doi]

DL-CBR Hybridization for Feature Generation and Similarity AssessmentZachary Wilkerson. iccbr 2023: 57-62 [doi]

Case Adaptation with Neural Networks: Capabilities and LimitationsXiaomeng Ye, David Leake, David J. Crandall. iccbr 2022: 143-158 [doi]

Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based ReasoningChristian Zeyen, Rudolf Koch, Sven Schwarz, Heiko Maus, Ralph Bergmann. iccbr 2023: 220-229 [doi]

Generating Counterfactual Images: Towards a C2C-VAE ApproachZiwei Zhao, David Leake, Xiaomeng Ye, David J. Crandall. iccbr 2023: 189-194 [doi]

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