How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations (English)
- New search for: Wijekoon, Anjana
- New search for: Wiratunga, Nirmalie
- New search for: Nkisi-Orji, Ikechukwu
- New search for: Palihawadana, Chamath
- New search for: Corsar, David
- New search for: Martin, Kyle
- New search for: Wijekoon, Anjana
- New search for: Wiratunga, Nirmalie
- New search for: Nkisi-Orji, Ikechukwu
- New search for: Palihawadana, Chamath
- New search for: Corsar, David
- New search for: Martin, Kyle
In:
Case-based reasoning research and development
; 33-47
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2022
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ISBN:
- Conference paper / Print
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Title:How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations
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Contributors:Wijekoon, Anjana ( author ) / Wiratunga, Nirmalie ( author ) / Nkisi-Orji, Ikechukwu ( author ) / Palihawadana, Chamath ( author ) / Corsar, David ( author ) / Martin, Kyle ( author )
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Conference:ICCBR ; 30. ; 2022 ; Nancy; Online
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Published in:
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2022
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 006.333
- Further information on Dewey Decimal Classification
- New search for: 54.72
- Further information on Basic classification
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Keywords:
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Classification:
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The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 3
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Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation MethodsDarias, Jesus M. / Caro-Martínez, Marta / Diaz-Agudo, Belén / Recio-Garcia, Juan A. et al. | 2022
- 18
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A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual ExplanationsSmyth, Barry / Keane, Mark T. et al. | 2022
- 33
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How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual ExplanationsWijekoon, Anjana / Wiratunga, Nirmalie / Nkisi-Orji, Ikechukwu / Palihawadana, Chamath / Corsar, David / Martin, Kyle et al. | 2022
- 48
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Algorithmic Bias and Fairness in Case-Based ReasoningBlanzeisky, William / Smyth, Barry / Cunningham, Pádraig et al. | 2022
- 63
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“Better” Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI)Warren, Greta / Smyth, Barry / Keane, Mark T. et al. | 2022
- 81
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Extracting Case Indices from Convolutional Neural Networks: A Comparative StudyLeake, David / Wilkerson, Zachary / Crandall, David et al. | 2022
- 96
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Exploring the Effect of Recipe Representation on Critique-Based Conversational RecommendationAbbas, Fakhri / Najjar, Nadia / Wilson, David et al. | 2022
- 111
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- 125
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Adapting Semantic Similarıty Methods for Case-Based Reasoning in the CloudNkisi-Orji, Ikechukwu / Palihawadana, Chamath / Wiratunga, Nirmalie / Corsar, David / Wijekoon, Anjana et al. | 2022
- 143
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Case Adaptation with Neural Networks: Capabilities and LimitationsYe, Xiaomeng / Leake, David / Crandall, David et al. | 2022
- 159
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A Deep Learning Approach to Solving Morphological AnalogiesMarquer, Esteban / Alsaidi, Safa / Decker, Amandine / Murena, Pierre-Alexandre / Couceiro, Miguel et al. | 2022
- 175
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Theoretical and Experimental Study of a Complexity Measure for Analogical TransferBadra, Fadi / Lesot, Marie-Jeanne / Barakat, Aman / Marsala, Christophe et al. | 2022
- 193
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Particle Swarm Optimization in Small Case Bases for Software Effort EstimationLandeis, Katharina / Pews, Gerhard / Minor, Mirjam et al. | 2022
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MicroCBR: Case-Based Reasoning on Spatio-temporal Fault Knowledge Graph for Microservices TroubleshootingLiu, Fengrui / Wang, Yang / Li, Zhenyu / Ren, Rui / Guan, Hongtao / Yu, Xian / Chen, Xiaofan / Xie, Gaogang et al. | 2022
- 240
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GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based ReasoningHoffmann, Maximilian / Malburg, Lukas / Bach, Nico / Beremann, Ralph et al. | 2022
- 256
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Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBRParsodkar, Adwait P. / Deepak, P. / Chakraborti, Sutanu et al. | 2022
- 273
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Improving Automated Hyperparameter Optimization with Case-Based ReasoningHoffmann, Maximilian / Bergmann, Ralph et al. | 2022
- 289
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A Factorial Study of Neural Network Learning from Differences for Regressiond’Aquin, Mathieu / Nauer, Emmanuel / Lieber, Jean et al. | 2022
- 304
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Case-Based Inverse Reinforcement Learning Using Temporal CoherenceNüßlein, Jonas / Illium, Steffen / Müller, Robert / Gabor, Thomas / Linnhoff-Popien, Claudia et al. | 2022
- 318
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Analogy-Based Post-treatment of CNN Image SegmentationsDuck, Justine / Schaller, Romain / Auber, Frédéric / Chaussy, Yann / Henriet, Julien / Lieber, Jean / Nauer, Emmanuel / Prade, Henri et al. | 2022
- 335
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An Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon RunnersFeely, Ciara / Caulfield, Brian / Lawlor, Aonghus / Smyth, Barry et al. | 2022
- 350
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A Case-Based Reasoning Approach to Plugin Parameter Selection in Vocal Audio ProductionClemens, Michael / Blackburn, Nancy N. / Ali, Rushit Sanghrajka. Monthir / Gardone, M. / Thomas, Shilpa / Finney, Hunter / Cardona-Rivera, Rogelio E. et al. | 2022
- 365
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Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAIDelaney, Eoin / Greene, Derek / Shalloo, Laurence / Lynch, Michael / Keane, Mark T. et al. | 2022
- 380
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A Case-Based Approach for Content Planning in Data-to-Text GenerationUpadhyay, Ashish / Massie, Stewart et al. | 2022
- 395
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The Use of Computer-Assisted Case-Based Reasoning to Support Clinical Decision-Making — A Scoping ReviewNoll, Richard / Schaaf, Jannik / Storf, Holger et al. | 2022