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ORCID31st ICCBR 2023: Aberdeen, Scotland, UK
- Lukas Malburg, Deepika Verma:
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, 2023. CEUR Workshop Proceedings 3438, CEUR-WS.org 2023
ATA: Workshop on Analogies: from Theory to Applications - AR & CBR Tools for Metric and Representation Learning
- Xulin Deng, Yves Lepage:
Resolution of Analogies Between Strings in the Case of Multiple Solutions. 3-14 - Weihao Mao, Yves Lepage:
Embedding-To-Embedding Method Based on Autoencoder for Solving Sentence Analogies. 15-26 - Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake:
Less is Better: An Energy-Based Approach to Case Base Competence. 27-42 - Qixuan Zhang, Yves Lepage:
Improving Sentence Embedding With Sentence Relationships From Word Analogies. 43-53
BEAR: Workshop on Beyond Attribute-Value Case Representation
- Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann:
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. 55-70 - Joseph Kendall-Morwick:
Working with Ambiguous Case Representations. 71-80 - Lukas Malburg, Alexander Schultheis, Ralph Bergmann:
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. 81-96
TMG: Workshop on Text Mining and Generation
- Marcel Lamott, Jörn Hees, Adrian Ulges:
Knowledge Base Question Answering by Transformer-Based Graph Pattern Scoring. 98-113 - Markus Nilles, Lorik Dumani, Björn Metzler, Ralf Schenkel:
Trust me, I am an Expert: Predicting the Credibility of Experts for Statements. 114-128 - Mircea-Luchian Pojoni, Lorik Dumani, Ralf Schenkel:
Argument-Mining from Podcasts Using ChatGPT. 129-144
XCBR: Workshop on Case-Based Reasoning for the Explanation of Intelligent Systems
- Betül Bayrak, Kerstin Bach:
A Twin XCBR System Using Supportive and Contrastive Explanations. 146-157 - Louenas Bounia, Matthieu Goliot, Anasse Chafik:
Impact of Weight Functions on Preferred Abductive Explanations for Decision Trees. 158-171 - Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García:
The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence. 172-183 - Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García:
AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics. 184-199 - Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Jose A. Soladrero:
Case-Based Explanation of Classification Models for the Detection of SQL Injection Attacks. 200-215
ICCBR Doctoral Consortium 2023
- Prateek Goel:
Investigating the duality of CBR: Performance and Interpretability. 222-227 - Zachary Wilkerson:
Exploring Deep Learning-Based Feature Extraction for Case-Based Reasoning Retrieval. 228-232 - Betül Bayrak:
Beyond Post-Hoc Instance-Based Explanation Methods. 233-238 - Adwait P. Parsodkar:
Circularity in Case-Based Reasoning. 239-244 - Brian Schack:
Feature Deletion and Case Discovery in Case-Base Maintenance. 245-250
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