Search results for "counterfactual"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
146	Ruth M. J. Byrne	Spatial Mental Models in Counterfactual Thinking About What Might Have Been / Räumliche mentale Modelle beim kontrafaktischen Denken über das, was sein hätte können.	Kognitionswissenschaft	1998	DBLP DOI BibTeX RDF
127	Paolo Zuliani	On Counterfactual Computation.	UC	2005	DBLP DOI BibTeX RDF
88	George W. Pasdirtz	Technology and the health care quadrilemma: a test.	SpringSim	2008	DBLP DOI BibTeX RDF	counterfactual history, health care quadrillema, technology, state-space models
70	Roberta Ferrario	Counterfactual Reasoning.	CONTEXT	2001	DBLP DOI BibTeX RDF
70	Michael Thielscher	A Theory of First-Order Counterfactual Reasoning.	KI	1999	DBLP DOI BibTeX RDF
57	Richard Otte	Counterfactuals and Epistemic Probability.	Synth.	2006	DBLP DOI BibTeX RDF
50	John N. Williams	Propositional knowledge and know-how.	Synth.	2008	DBLP DOI BibTeX RDF	Knowing how, Propositional knowledge, Counterfactual success, Reliable methods, Ryle, Hawley, Hetherington, Williamson, Stanley, Lewis, Ability
38	Henning Christiansen 0001, Troels Andreasen	A Practical Approach to Hypothetical Database Queries.	Transactions and Change in Logic Databases	1998	DBLP DOI BibTeX RDF
38	A. W. Bollen	Counterfactuals, Cotenability and Consistency.	Australian Joint Conference on Artificial Intelligence	1988	DBLP DOI BibTeX RDF	counterfactuals, logic programming, conditionals, consistency maintenance
32	Rolf Nossum, Michael Thielscher	Counterfactual Reasoning by Means of a Calculus of Narrative Context.	CONTEXT	1999	DBLP DOI BibTeX RDF
31	Markus Frölich	Matching estimators and optimal bandwidth choice.	Stat. Comput.	2005	DBLP DOI BibTeX RDF	covariate adjustment, counterfactual, treatment effect, missing data, nonparametric regression, propensity score
25	Laura E. Forlano, Megan K. Halpern	Speculative Histories, Just Futures: From Counterfactual Artifacts to Counterfactual Actions.	ACM Trans. Comput. Hum. Interact.	2023	DBLP DOI BibTeX RDF
25	Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio	Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
25	Bevan I. Smith	Evaluating counterfactual explanations using Pearl's counterfactual method.	CoRR	2023	DBLP DOI BibTeX RDF
25	Chan Sik Han, Keon Myung Lee	Gradient-based Counterfactual Generation for Sparse and Diverse Counterfactual Explanations.	SAC	2023	DBLP DOI BibTeX RDF
25	Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan	Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records.	BIBM	2023	DBLP DOI BibTeX RDF
25	André Artelt, Barbara Hammer	Efficient computation of counterfactual explanations and counterfactual metrics of prototype-based classifiers.	Neurocomputing	2022	DBLP DOI BibTeX RDF
25	Salim I. Amoukou, Nicolas J.-B. Brunel	Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies.	CoRR	2022	DBLP DOI BibTeX RDF
25	Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth	If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques.	CoRR	2021	DBLP BibTeX RDF
25	Harrie Oosterhuis, Maarten de Rijke	Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions.	WSDM	2021	DBLP DOI BibTeX RDF
25	Harrie Oosterhuis, Maarten de Rijke	Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract).	IJCAI	2021	DBLP DOI BibTeX RDF
25	Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth	If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques.	IJCAI	2021	DBLP DOI BibTeX RDF
25	Andrea Ferrario, Michele Loi	A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations.	CoRR	2020	DBLP BibTeX RDF
25	Mingli Chen 0004, Victor Chernozhukov, Iván Fernández-Val, Blaise Melly	Counterfactual: An R Package for Counterfactual Analysis.	R J.	2017	DBLP DOI BibTeX RDF
19	George K. Baah, Andy Podgurski, Mary Jean Harrold	Causal inference for statistical fault localization.	ISSTA	2010	DBLP DOI BibTeX RDF	potential outcome model, debugging, program analysis, fault localization, causal inference
19	Klaus G. Troitzsch	Perspectives and challenges of agent-based simulation as a tool for economics and other social sciences.	AAMAS (1)	2009	DBLP BibTeX RDF	level hierarchy, social systems simulation, simulation, agents, complex system, role, social system
19	Nils Bulling, Wojciech Jamroga	Agents, beliefs, and plausible behavior in a temporal setting.	AAMAS	2007	DBLP DOI BibTeX RDF	temporal logic, multiagent systems, beliefs, plausibility
19	Alex Groce, Sagar Chaki, Daniel Kroening, Ofer Strichman	Error explanation with distance metrics.	Int. J. Softw. Tools Technol. Transf.	2006	DBLP DOI BibTeX RDF	Error explanation, Model checking, Fault localization, Automated debugging
19	Joseph Y. Halpern, Sabina Petride	A Knowledge-Based Analysis of Global Function Computation.	DISC	2006	DBLP DOI BibTeX RDF
19	Wiebe van der Hoek, Wojciech Jamroga, Michael J. Wooldridge	A logic for strategic reasoning.	AAMAS	2005	DBLP DOI BibTeX RDF	multi-agent systems, game theory, modal logic, strategic reasoning
19	Joseph Y. Halpern, Yoram Moses	Using counterfactuals in knowledge-based programming.	Distributed Comput.	2004	DBLP DOI BibTeX RDF
19	T. Airaksinen	What a machine should know about philosophical problems?.	Soft Comput.	2004	DBLP DOI BibTeX RDF	Robotics, Ethics
19	Keld Pedersen	Software Thinking Improvement Learning Performance Improving Lessons.	EuroSPI	2004	DBLP DOI BibTeX RDF	Project Management, Reflection, Organizational Learning, System Development
19	Richard A. Baldwin, Eric Neufeld	The Structural Model Interpretation of the NESS Test.	Canadian AI	2004	DBLP DOI BibTeX RDF
19	Chris W. Johnson 0001	The Application of Causal Analysis Techniques for Computer-Related Mishaps.	SAFECOMP	2003	DBLP DOI BibTeX RDF
19	Giuseppe Trautteur, Raniero Virgilio	An Agent-based Computational Model for the Battle of Trafalgar: A Comparison Between Analytical and Simulative Methods of Research.	WETICE	2003	DBLP DOI BibTeX RDF	combat analysis, Lanchester, conflict resolution, agent-based simulation, SWARM, CAS
19	Bernard Moulin	Discourse Spaces: a Pragmatic Interpretation of Contexts.	ICCS	1995	DBLP DOI BibTeX RDF
19	Thomas Eiter, Georg Gottlob	On the Complexity of Propositional Knowledge Base Revision, Updates, and Counterfactuals.	PODS	1992	DBLP DOI BibTeX RDF
13	Menglin Kong, Ruichen Li, Jia Wang, Xingquan Li, Shengzhong Jin, Wanying Xie, Muzhou Hou, Cong Cao 0003	CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation.	Neural Comput. Appl.	2024	DBLP DOI BibTeX RDF
13	Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales	Generating collective counterfactual explanations in score-based classification via mathematical optimization.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins 0001	FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Shanlang Lin, Zeyu Lin	Will the opening of the metro promote local entrepreneurship? -A counterfactual test of Chinese urban data based on the model of synthetic control method.	J. Intell. Fuzzy Syst.	2024	DBLP DOI BibTeX RDF
13	Arran Zeyu Wang, David Borland, David Gotz	An empirical study of counterfactual visualization to support visual causal inference.	Inf. Vis.	2024	DBLP DOI BibTeX RDF
13	Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Anna Saranti, Andreas Holzinger	On generating trustworthy counterfactual explanations.	Inf. Sci.	2024	DBLP DOI BibTeX RDF
13	Yu Liu 0038, Jian Wang 0018, Bing Li 0010	EDVAE: Disentangled latent factors models in counterfactual reasoning for individual treatment effects estimation.	Inf. Sci.	2024	DBLP DOI BibTeX RDF
13	Yifei Da, Matías Nicolás Bossa, Abel Díaz Berenguer, Hichem Sahli	Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Tianhua Chen, Yanyue Li, Qinghua Qiao	Fine-grained bird image classification based on counterfactual method of vision transformer model.	J. Supercomput.	2024	DBLP DOI BibTeX RDF
13	Yandong Bi, Huajie Jiang, Hanfu Zhang, Yongli Hu, Baocai Yin	Self-supervised knowledge distillation in counterfactual learning for VQA.	Pattern Recognit. Lett.	2024	DBLP DOI BibTeX RDF
13	Wenbing Tang 0001, Jing Liu 0012, Yuan Zhou 0005, Zuohua Ding	Causality-Guided Counterfactual Debiasing for Anomaly Detection of Cyber-Physical Systems.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
13	Rui Qin 0002, Fei-Yue Wang 0001, Xiaolong Zheng 0001, Qinghua Ni, Juanjuan Li, Xiao Xue, Bin Hu 0001	Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments With Parallel Intelligence.	IEEE Trans. Comput. Soc. Syst.	2024	DBLP DOI BibTeX RDF
13	Timotheus Kampik, Kristijonas Cyras, José Ruiz Alarcón	Change in quantitative bipolar argumentation: Sufficient, necessary, and counterfactual explanations.	Int. J. Approx. Reason.	2024	DBLP DOI BibTeX RDF
13	Pranay Gupta, Abhijat Biswas, Henny Admoni, David Held	Object Importance Estimation Using Counterfactual Reasoning for Intelligent Driving.	IEEE Robotics Autom. Lett.	2024	DBLP DOI BibTeX RDF
13	Aziliz Cottin, Marine Zulian, Nicolas Pécuchet, Agathe Guilloux, Sandrine Katsahian	MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models.	Artif. Intell. Medicine	2024	DBLP DOI BibTeX RDF
13	Jamie Amemiya, Gail D. Heyman, Caren M. Walker	Calculated Comparisons: Manufacturing Societal Causal Judgments by Implying Different Counterfactual Outcomes.	Cogn. Sci.	2024	DBLP DOI BibTeX RDF
13	Chongming Gao, Shiqi Wang 0018, Shijun Li, Jiawei Chen 0007, Xiangnan He 0001, Wenqiang Lei, Biao Li, Yuan Zhang, Peng Jiang 0002	CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System.	ACM Trans. Inf. Syst.	2024	DBLP DOI BibTeX RDF
13	Sofie Goethals, David Martens, Toon Calders	PreCoF: counterfactual explanations for fairness.	Mach. Learn.	2024	DBLP DOI BibTeX RDF
13	Niloofar Ranjbar, Saeedeh Momtazi, MohammadMehdi Homayoonpour	Explaining recommendation system using counterfactual textual explanations.	Mach. Learn.	2024	DBLP DOI BibTeX RDF
13	Théo Verhelst, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi	Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment.	Mach. Learn.	2024	DBLP DOI BibTeX RDF
13	Saw Nang Paing, Jason William Setiawan, Muhammad Asad Ullah, Fakhar Zaman, Trung Q. Duong, Octavia A. Dobre, Hyundong Shin	Counterfactual Quantum Byzantine Consensus for Human-Centric Metaverse.	IEEE J. Sel. Areas Commun.	2024	DBLP DOI BibTeX RDF
13	Jianing Hao, Qing Shi, Yilin Ye, Wei Zeng 0004	: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations.	IEEE Trans. Vis. Comput. Graph.	2024	DBLP DOI BibTeX RDF
13	Hechuan Wen, Tong Chen 0005, Li Kheng Chai, Shazia Sadiq 0001, Junbin Gao, Hongzhi Yin	Variational Counterfactual Prediction Under Runtime Domain Corruption.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Yinwei Wei, Xiaoyang Qu, Xiang Wang 0010, Yunshan Ma, Liqiang Nie, Tat-Seng Chua	Rule-Guided Counterfactual Explainable Recommendation.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Xinyue Shao, Hongzhi Wang 0001, Xiang Chen, Xiao Zhu, Yan Zhang	CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Zhi Chen 0017, Jiang Duan, Li Kang, Hongyan Xu, Rui Chen 0003, Guoping Qiu	Generating Counterfactual Instances for Explainable Class-Imbalance Learning.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Dianer Yu, Qian Li 0003, Xiangmeng Wang, Qing Li 0001, Guandong Xu 0001	Counterfactual Explainable Conversational Recommendation.	IEEE Trans. Knowl. Data Eng.	2024	DBLP DOI BibTeX RDF
13	Leander De Schutter, David De Cremer	How Counterfactual Fairness Modelling in Algorithms Can Promote Ethical Decision-Making.	Int. J. Hum. Comput. Interact.	2024	DBLP DOI BibTeX RDF
13	Hong Liu 0009, Yongqing Sun, Yukihiro Bandoh, Masaki Kitahara, Shin'ichi Satoh 0001	Deep Counterfactual Representation Learning for Visual Recognition Against Weather Corruptions.	IEEE Trans. Multim.	2024	DBLP DOI BibTeX RDF
13	An-An Liu, Chenxi Huang, Ning Xu 0003, Hongshuo Tian, Jing Liu 0002, Yongdong Zhang 0001	Counterfactual Visual Dialog: Robust Commonsense Knowledge Learning From Unbiased Training.	IEEE Trans. Multim.	2024	DBLP DOI BibTeX RDF
13	Qi Huang, Wei Chen 0072, Thomas Bäck, Niki van Stein	Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification.	CoRR	2024	DBLP DOI BibTeX RDF
13	Benjamin Kraske, Zakariya Laouar, Zachary Sunberg	Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies.	CoRR	2024	DBLP DOI BibTeX RDF
13	Xue Song, Jiequan Cui, Hanwang Zhang, Jingjing Chen, Richang Hong, Yu-Gang Jiang	Doubly Abductive Counterfactual Inference for Text-based Image Editing.	CoRR	2024	DBLP DOI BibTeX RDF
13	Lei You, Lele Cao, Mattias Nilsson	DISCOUNT: Distributional Counterfactual Explanation With Optimal Transport.	CoRR	2024	DBLP DOI BibTeX RDF
13	Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo	Introducing User Feedback-based Counterfactual Explanations (UFCE).	CoRR	2024	DBLP DOI BibTeX RDF
13	Paraskevas Pegios, Manxi Lin, Nina Weng, Morten Bo Søndergaard Svendsen, Zahra Bashir, Siavash Bigdeli, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen	Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment.	CoRR	2024	DBLP DOI BibTeX RDF
13	André Artelt, Andreas Gregoriades	A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
13	Nikolaos Chaidos, Angeliki Dimitriou, Maria Lymperaiou, Giorgos Stamou	Graph Edits for Counterfactual Explanations: A Unified GNN Approach.	CoRR	2024	DBLP DOI BibTeX RDF
13	Ali Vosoughi, Luca Bondi, Ho-Hsiang Wu, Chenliang Xu	Learning Audio Concepts from Counterfactual Natural Language.	CoRR	2024	DBLP DOI BibTeX RDF
13	Yushu Pan, Elias Bareinboim	Counterfactual Image Editing.	CoRR	2024	DBLP DOI BibTeX RDF
13	Ricardo Silva	Counterfactual Fairness Is Not Demographic Parity, and Other Observations.	CoRR	2024	DBLP DOI BibTeX RDF
13	Thomas Melistas, Nikos Spyrou, Nefeli Gkouti, Pedro Sanchez, Athanasios Vlontzos, Giorgos Papanastasiou, Sotirios A. Tsaftaris	Benchmarking Counterfactual Image Generation.	CoRR	2024	DBLP DOI BibTeX RDF
13	Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi	Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring.	CoRR	2024	DBLP DOI BibTeX RDF
13	Arran Zeyu Wang, David Borland, David Gotz	An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference.	CoRR	2024	DBLP DOI BibTeX RDF
13	Shuyi Chen, Shixiang Zhu	Counterfactual Fairness through Transforming Data Orthogonal to Bias.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jan Wehner, Frans A. Oliehoek, Luciano Cavalcante Siebert	Explaining Learned Reward Functions with Counterfactual Trajectories.	CoRR	2024	DBLP DOI BibTeX RDF
13	Daisuke Takahashi, Shohei Shimizu, Takuma Tanaka	Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating.	CoRR	2024	DBLP DOI BibTeX RDF
13	Milad Kazemi, Jessica Lally, Ekaterina Tishchenko, Hana Chockler, Nicola Paoletti	Counterfactual Influence in Markov Decision Processes.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jianrui Zhang, Mu Cai, Tengyang Xie, Yong Jae Lee	CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples.	CoRR	2024	DBLP DOI BibTeX RDF
13	Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich	Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models.	CoRR	2024	DBLP DOI BibTeX RDF
13	Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta 0001	Counterfactual Generation with Answer Set Programming.	CoRR	2024	DBLP DOI BibTeX RDF
13	André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer	The Effect of Data Poisoning on Counterfactual Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
13	Gabriel Ruiz	Sample size planning for conditional counterfactual mean estimation with a K-armed randomized experiment.	CoRR	2024	DBLP DOI BibTeX RDF
13	Yicong Li 0001, Xiangguo Sun, Hongxu Chen 0002, Sixiao Zhang, Yu Yang, Guandong Xu 0001	Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation.	CoRR	2024	DBLP DOI BibTeX RDF
13	Hanqi Yan, Lingjing Kong, Lin Gui 0003, Yuejie Chi, Eric Xing, Yulan He 0001, Kun Zhang 0001	Counterfactual Generation with Identifiability Guarantees.	CoRR	2024	DBLP DOI BibTeX RDF
13	Alvaro Ribot, Chandler Squires, Caroline Uhler	Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models.	CoRR	2024	DBLP DOI BibTeX RDF
13	Manuel Schürch, Laura Boos, Viola Heinzelmann-Schwarz, Gabriele Gut, Michael Krauthammer, Andreas Wicki, Tumor Profiler Consortium	Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data.	CoRR	2024	DBLP DOI BibTeX RDF
13	Luca D'Amico-Wong, Hugh Zhang, Marc Lanctot, David C. Parkes	Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization.	CoRR	2024	DBLP DOI BibTeX RDF
13	Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi	Collective Counterfactual Explanations via Optimal Transport.	CoRR	2024	DBLP DOI BibTeX RDF
13	Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker	Mitigating attribute amplification in counterfactual image generation.	CoRR	2024	DBLP DOI BibTeX RDF
13	Lena Zellinger, Andreas Stephan, Benjamin Roth 0001	Counterfactual Reasoning with Knowledge Graph Embeddings.	CoRR	2024	DBLP DOI BibTeX RDF
13	Martha Anne Lewis, Melanie Mitchell	Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models.	CoRR	2024	DBLP DOI BibTeX RDF