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Monday
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15:00-15:15 |
Welcome / Opening |
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15:15-16:10 |
XCBR Workshop[ Click here to view the 1st session ][ Click here to view the 2nd session ] |
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15:15-15:25 |
Welcome and Presentation |
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15:25-16:10 |
Invited Talk by Mark Keane |
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16:10-17:25 |
1st session - Chair: Derek Bridge [ Click here to view the 1st session ] |
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16:10-16:35 |
A Systematic Review on Model-agnostic XAI Libraries Jesus M. Darias, Belen Diaz-Agudo and Juan A. Recio-Garcia |
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16:35-17:00 |
Evaluating CBR Explanation Capabilities: Survey and Next Steps Lawrence Gates and David Leake |
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17:00-17:25 |
Knowledge-based XAI through CBR: There is more to explanations than models can tell Rosina Weber, Manil Shrestha and Adam Johs |
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17:25-17:45 |
Break |
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17:45-19:25 |
2nd session - Chair: Juan A. Recio García [ Click here to view the 2nd session ] |
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17:45-18:10 |
Explanation Container in Case-Based Biomedical Question-Answering Prateek Goel, Adam J. Johs, Manil Shrestha, and Rosina O. Weber |
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18:10-18:35 |
Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana and David Corsar |
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18:35-19:00 |
Explanations on Smart Stores Arturo Acuaviva Huertos, Inmaculada Pérez Garbín, Belen Diaz-Agudo and Antonio A. Sánchez-Ruiz |
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19:00-19:25 |
Longitudinal Distance: Towards Accountable Instance Attribution Rosina Weber, Prateek Goel, Shideh Amiri and Gideon Simpson |
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17:40-19:30 |
CBR Demonstrations[ Click here to view the session ] |
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17:40-17:45 |
Kickoff for CBR Demos and Showcases Kyle Martin, RGU |
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17:45-18:10 |
A System to Assist Semantic Web Data Editing Through the Use of Case-Based Reasoning Nicolas Lasolle, Olivier Bruneau, Jean Lieber, Emmanuel Nauer and Siyana Pavlova |
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18:10-18:35 |
Upcycling Formal Specifications for Similar Implementations with Arís Kuruvilla George Aiyankovil, Rosemary Monahan and Diarmuid O'Donoghue |
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18:35-19:00 |
Prototype Application to Detect Malicious Network Traffic with Case-Based Reasoning and SEASALT Jakob Michael Schoenborn and Klaus-Dieter Althoff |
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19:00-19:25 |
VISAB - a Visualization Tool for CBR Agent Behavior in Games Marcel Gaal, Tim Kunold, Vanessa Schriefer, Moritz Fröhlich, Leon Römer, Pascal Reuss and Klaus-Dieter Althoff |
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19:25-19:30 |
Closing Comments and Farewell |
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19:25-19:30 |
Break |
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Session 1: Text & LanguageChair: Nirmalie Wiratunga [ Click here to view the session ] |
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19:30-20:00 |
Ashish Upadhyay, Stewart Massie, Ritwik Kumar Singh, Garima Gupta and Muneendra Ojha - Case-Based Approach to Data-to-Text Generation |
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20:00-20:15 |
Wei Yu, Xiaoting Guo, Fei Chen, Tao Chang, Mengzhu Wang and Xiaodong Wang - Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL Translation |
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20:15-20:45 |
Gechuan Zhang, Dairui Liu, Barry Smyth and Ruihai Dong - Deciphering Ancient Chinese Oracle Bone Inscriptions using Case-Based Reasoning |
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20:45-22:00 |
SOCIAL EVENT - Inspirational Shorts[ Click here to view the session ] |
Tuesday
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15:00-16:00 |
Keynote TalkProf. Santiago Ontañón Villar (Google Research/Drexel University) [ Click here to view the session ] |
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16:00-16:30 |
Break |
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Session 2: Explainable AIChair: Rosina Weber [ Click here to view the session ] |
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16:30-17:00 |
Eoin Delaney, Derek Greene and Mark Keane - Instance-based Counterfactual Explanations for Time Series Classification |
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17:00-17:30 |
Juan A. Recio-Garcia, Humberto Parejas-Llanovarced, Mauricio G. Orozco-del-Castillo and Esteban E. Brito-Borges - A case-based approach for the selection of explanation algorithms in image classification |
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17:30-18:00 |
Mohammed Temraz, Eoin Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth and Mark Keane - Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future |
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18:00-18:30 |
Break |
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Session 3: AdaptationChair: Mark Keane [ Click here to view the session ] |
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18:30-19:00 |
Xiaomeng Ye, David Leake, Vahid Jalali and David Crandall - Learning Adaptations for Case-Based Classification: A Neural Network Approach |
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19:00-19:30 |
Jean Lieber, Emmanuel Nauer and Henri Prade - When Revision-Based Case Adaptation Meets Analogical Extrapolation |
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19:30-19:45 |
Jean Lieber and Emmanuel Nauer - Adaptation knowledge discovery using positive and negative cases |
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19:45-20:15 |
David Leake and Xiaomeng Ye - Harmonizing Case Retrieval and Adaptation with Alternating Optimization |
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20:15-20:30 |
Break |
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20:30-22:30 |
Social Event – Remembering Cindy Marling, Awards Ceremony, & Inspirational Shorts Part 2[ Click here to view the session ] |
Wednesday
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Session 4: CognitionChair: David Leake [ Click here to view the session ] |
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15:00-15:15 |
Srashti Kaurav, Devi Ganesan, Deepak P and Sutanu Chakraborti - Revisiting Fast and Slow Thinking in Case-Based Reasoning |
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15:15-15:45 |
Renganathan Subramanian, Devi Ganesan, Deepak P and Sutanu Chakraborti - Towards Richer Realizations of Holographic CBR |
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15:45-16:00 |
Hao Yang, Tavan Eftekhar, Chad Esselink, Yan Ding and Shiqi Zhang - Task and Situation Structures for Case-based Planning |
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16:00-16:30 |
Break |
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Session 5: Similarity MeasuresChair: Pascal Reuss [ Click here to view the session ] |
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16:30-17:00 |
Rian Dolphin, Barry Smyth, Yang Xu and Ruihai Dong - Measuring Financial Time Series Similarity with a View to Identifying Profitable Stock Market Opportunities |
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17:00-17:15 |
Belen Diaz-Agudo, Guillermo Jimenez-Díaz and Jose Luis Jorro Aragoneses - User Evaluation to Measure the Perception of Similarities Measures in Artworks |
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17:15-17:45 |
Ruben Dapica and Federico Peinado - Evaluation of Similarity Measures for Flight Simulator Training Scenarios |
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17:45-18:00 |
Break |
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Session 6: ApplicationsChair: David Aha [ Click here to view the session ] |
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18:00-18:30 |
Ciara Feely, Brian Caulfield, Aonghus Lawlor and Barry Smyth - A Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries |
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18:30-18:45 |
Fakhri Abbas, Nadia Najjar and David Wilson - The Bites Eclectic: Critique-Based Conversational Recommendation for Diversity-Focused Meal Planning |
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18:45-19:00 |
Break - Kitchen Preparation |
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19:00-21:15 |
Spanish Food Cooking Class |
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21:15-22:15 |
Gala Dinner & Social |
Thursday
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15:00-16:00 |
Keynote TalkProf. Kerstin Bach (Norwegian University of Science and Technology) [ Click here to view the session ] |
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16:00-16:30 |
Break |
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16:30-17:30 |
Michael Richter Memorial PanelChair: Rosina Weber [ Click here to view the session ] |
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17:30-18:00 |
Break |
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Session 7: Features & Knowledge RepresentationChair: Antonio Sánchez-Ruiz [ Click here to view the session ] |
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18:00-18:30 |
Eirik Lund Flogard, Ole Jakob Mengshoel and Kerstin Bach - Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists |
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18:30-18:45 |
Zachary Wilkerson, David Leake and David Crandall - On Combining Knowledge-Engineered and Network-Extracted Features for Retrieval |
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18:45-19:15 |
Pierre-Alexandre Murena and Marie Al-Ghossein - Inferring Case-Based Reasoners' Knowledge to Enhance Interactivity |
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19:15-20:15 |
Program Committee Meeting |
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20:15-21:15 |
Community Meeting & Wrap-up[ Click here to view the session ] |