Search results for "explanations"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Van Minh Nguyen, Nasheen Nur, William Stern, Thomas Mercer, Chiradeep Sen, Siddhartha Bhattacharyya, Victor Tumbiolo, Seng Jhing Goh	Conceptualizing Suicidal Behavior: Utilizing Explanations of Predicted Outcomes to Analyze Longitudinal Social Media Data.	ICMLA	2023	DBLP DOI BibTeX RDF
10	Corentin Boidot, Olivier Augereau, Pierre De Loor, Riwal Lefort	Benefits of Using Multiple Post-Hoc Explanations for Machine Learning.	ICMLA	2023	DBLP DOI BibTeX RDF
10	Devleena Das, Been Kim, Sonia Chernova	Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems.	IUI	2023	DBLP DOI BibTeX RDF
10	Greta Warren, Ruth M. J. Byrne, Mark T. Keane	Categorical and Continuous Features in Counterfactual Explanations of AI Systems.	IUI	2023	DBLP DOI BibTeX RDF
10	Federico Maria Cau, Hanna Hauptmann, Lucio Davide Spano, Nava Tintarev	Supporting High-Uncertainty Decisions through AI and Logic-Style Explanations.	IUI	2023	DBLP DOI BibTeX RDF
10	Michelle Brachman, Qian Pan, Hyo Jin Do, Casey Dugan, Arunima Chaudhary, James M. Johnson, Priyanshu Rai, Tathagata Chakraborti, Thomas Gschwind, Jim Alain Laredo, Christoph Miksovic, Paolo Scotton, Kartik Talamadupula, Gegi Thomas	Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems.	IUI	2023	DBLP DOI BibTeX RDF
10	Max Schemmer, Niklas Kühl 0001, Carina Benz, Andrea Bartos, Gerhard Satzger	Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations.	IUI	2023	DBLP DOI BibTeX RDF
10	Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag	A User Interface for Explaining Machine Learning Model Explanations.	IUI Companion	2023	DBLP DOI BibTeX RDF
10	Sumit Srivastava, Mariët Theune, Alejandro Catalá	The Role of Lexical Alignment in Human Understanding of Explanations by Conversational Agents.	IUI	2023	DBLP DOI BibTeX RDF
10	Gaspar Isaac Melsión, Rebecca Stower, Katie Winkle, Iolanda Leite	What's at Stake? Robot explanations matter for high but not low-stake scenarios.	RO-MAN	2023	DBLP DOI BibTeX RDF
10	Kolja Kühnlenz, Barbara Kühnlenz	Study on the Impact of Situational Explanations and Prior Information Given to Users on Trust and Perceived Intelligence in Autonomous Driving in a Video-based 2x2 Design.	RO-MAN	2023	DBLP DOI BibTeX RDF
10	Marina Sardà Gou, Gabriella Lakatos, Patrick Holthaus, Ben Robins, Sílvia Moros, Luke Jai Wood, Hugo Leonardo da Silva Araujo, Christine deGraft-Hanson, Mohammad Reza Mousavi 0001, Farshid Amirabdollahian	Kaspar Explains: The Effect of Causal Explanations on Visual Perspective Taking Skills in Children with Autism Spectrum Disorder.	RO-MAN	2023	DBLP DOI BibTeX RDF
10	Betül Bayrak, Kerstin Bach	A Twin XCBR System Using Supportive and Contrastive Explanations.	ICCBR Workshops	2023	DBLP BibTeX RDF
10	Louenas Bounia, Matthieu Goliot, Anasse Chafik	Impact of Weight Functions on Preferred Abductive Explanations for Decision Trees.	ICCBR Workshops	2023	DBLP BibTeX RDF
10	Chan Sik Han, Keon Myung Lee	Gradient-based Counterfactual Generation for Sparse and Diverse Counterfactual Explanations.	SAC	2023	DBLP DOI BibTeX RDF
10	Debasis Mohapatra, Satnam Singh, Rupsalin Pradhan, Soumya Ranjan Behera	Integrating structural features for link prediction in directed social network using supervised machine learning with SHapley Additive exPlanations.	OCIT	2023	DBLP DOI BibTeX RDF
10	Han Meng, Christian Wagner 0002, Isaac Triguero	An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME.	FUZZ	2023	DBLP DOI BibTeX RDF
10	Brendan Young, Derek T. Anderson, James M. Keller, Fred Petry, Chris J. Michael 0001, Blake Ruprecht	Human-Oriented Fuzzy Set Based Explanations of Spatial Concepts.	FUZZ	2023	DBLP DOI BibTeX RDF
10	Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli 0001	Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss.	DS	2023	DBLP DOI BibTeX RDF
10	Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi	Semantic Enrichment of Explanations of AI Models for Healthcare.	DS	2023	DBLP DOI BibTeX RDF
10	Kang Zhang, Einoshin Suzuki	Judging Credible and Unethical Statistical Data Explanations via Phrase Similarity Graph.	PACIS	2023	DBLP BibTeX RDF
10	Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Mike Bendersky, Marc Najork	"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.	WWW	2023	DBLP DOI BibTeX RDF
10	Jingsen Zhang, Xu Chen 0017, Jiakai Tang, Weiqi Shao, Quanyu Dai, Zhenhua Dong, Rui Zhang 0003	Recommendation with Causality enhanced Natural Language Explanations.	WWW	2023	DBLP DOI BibTeX RDF
10	Seokki Lee, Boris Glavic, Adriane Chapman, Bertram Ludäscher	Hybrid Query and Instance Explanations and Repairs.	WWW (Companion Volume)	2023	DBLP DOI BibTeX RDF
10	Luis Galárraga, Daniel Hernández 0002, Anas Katim, Katja Hose	Visualizing How-Provenance Explanations for SPARQL Queries.	WWW (Companion Volume)	2023	DBLP DOI BibTeX RDF
10	Hua Shen, Chieh-Yang Huang, Tongshuang Wu, Ting-Hao Kenneth Huang	ConvXAI : Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing.	CSCW Companion	2023	DBLP DOI BibTeX RDF
10	Sylvie Doutre, Théo Duchatelle, Marie-Christine Lagasquie-Schiex	Classes of Explanations for the Verification Problem in Abstract Argumentation.	JIAF	2023	DBLP BibTeX RDF
10	Miriam C. Buiten, Louise A. Dennis, Maike Schwammberger	A Vision on What Explanations of Autonomous Systems are of Interest to Lawyers.	REW	2023	DBLP DOI BibTeX RDF
10	Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju	On Minimizing the Impact of Dataset Shifts on Actionable Explanations.	UAI	2023	DBLP BibTeX RDF
10	Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci	When are post-hoc conceptual explanations identifiable?	UAI	2023	DBLP BibTeX RDF
10	Louenas Bounia, Frédéric Koriche	Approximating probabilistic explanations via supermodular minimization.	UAI	2023	DBLP BibTeX RDF
10	Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga	This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Xiaoliang Wu, Peter Bell 0001, Ajitha Rajan	Explanations for Automatic Speech Recognition.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Biao Liu, Xiaoyu Wu, Bo Yuan	ICEL: Learning with Inconsistent Explanations.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Yiqin Wang, Lei Xie 0007, Hongye Su	Statistic-CAM: A Gradient-Free Visual Explanations for Deep Convolutional Network.	SAFEPROCESS	2023	DBLP DOI BibTeX RDF
10	Amelie Sophie Robrecht, Markus Rothgänger, Stefan Kopp	A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations.	IVA	2023	DBLP DOI BibTeX RDF
10	Samuel Kernan Freire, Ji-Youn Jung, Chaofan Wang, Evangelos Niforatos, Alessandro Bozzon	How Emoji and Explanations Influence Adherence to AI Recommendations.	IVA	2023	DBLP DOI BibTeX RDF
10	Mariela Morveli Espinoza, Juan Carlos Nieves, Cesar Augusto Tacla	An Argumentation-Based Approach for Generating Explanations in Activity Reasoning.	MICAI (1)	2023	DBLP DOI BibTeX RDF
10	Inti Gabriel Mendoza, Vedran Sabol, Johannes G. Hoffer	On the Importance of User Role-Tailored Explanations in Industry 5.0.	VISIGRAPP (2: HUCAPP)	2023	DBLP DOI BibTeX RDF
10	Charles A. Ellis, Robyn L. Miller, Vince D. Calhoun	Neuropsychiatric Disorder Subtyping Via Clustered Deep Learning Classifier Explanations.	EMBC	2023	DBLP DOI BibTeX RDF
10	Cristina Manresa-Yee, Silvia Ramis 0001, Francesc Xavier Gaya-Morey, Jose María Buades	Impact of Explanations for Trustworthy and Transparent Artificial Intelligence.	Interacción	2023	DBLP DOI BibTeX RDF
10	Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger	Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.	ACML	2023	DBLP BibTeX RDF
10	Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago 0001, Francesca Toni	Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation.	ACML	2023	DBLP BibTeX RDF
10	Raha Ahmadi, Mohammad Javad Rajabi, Mohammad Khalooie, Mohammad Sabokrou	Mitigating Bias: Enhancing Image Classification by Improving Model Explanations.	ACML	2023	DBLP BibTeX RDF
10	Van Binh Truong, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Khanh Nguyen, Quoc Hung Cao	Towards Better Explanations for Object Detection.	ACML	2023	DBLP BibTeX RDF
10	Praharsh Nanavati, Ranjitha Prasad	CLIMAX: An Exploration of Classifier-Based Contrastive Explanations.	CogMI	2023	DBLP DOI BibTeX RDF
10	Elisa Nguyen, Meike Nauta, Gwenn Englebienne, Christin Seifert	Feature Attribution Explanations for Spiking Neural Networks.	CogMI	2023	DBLP DOI BibTeX RDF
10	Lisa Graichen, Matthias Graichen	Knowing the Limits - Human-Centered Explanations of Functionality and Limits of AI.	MuC	2023	DBLP DOI BibTeX RDF
10	Kevin McAreavey, Weiru Liu	Modifications of the Miller Definition of Contrastive (Counterfactual) Explanations.	ECSQARU	2023	DBLP DOI BibTeX RDF
10	Juho Leinonen 0001, Paul Denny 0001, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas	Comparing Code Explanations Created by Students and Large Language Models.	ITiCSE (1)	2023	DBLP DOI BibTeX RDF
10	Jiacheng Li, Zhankui He, Jingbo Shang, Julian J. McAuley	UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation.	KDD	2023	DBLP DOI BibTeX RDF
10	Vy Vo, Trung Le, Van Nguyen 0002, He Zhao 0001, Edwin V. Bonilla, Gholamreza Haffari, Dinh Q. Phung	Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations.	KDD	2023	DBLP DOI BibTeX RDF
10	Mia C. Mayer, Muhammad Bilal Zafar, Luca Franceschi 0001, Huzefa Rangwala	Hands-on Tutorial: "Explanations in AI: Methods, Stakeholders and Pitfalls".	KDD	2023	DBLP DOI BibTeX RDF
10	Hangzhi Guo, Thanh Hong Nguyen, Amulya Yadav	CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations.	KDD	2023	DBLP DOI BibTeX RDF
10	Jihong Wang, Minnan Luo, Jundong Li, Yun Lin 0001, Yushun Dong, Jin Song Dong, Qinghua Zheng	Empower Post-hoc Graph Explanations with Information Bottleneck: A Pre-training and Fine-tuning Perspective.	KDD	2023	DBLP DOI BibTeX RDF
10	Jiaxing Zhang, Dongsheng Luo, Hua Wei 0001	MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation.	KDD	2023	DBLP DOI BibTeX RDF
10	Tatsuya Nishizawa, Shogo Hanabusa, Yoshitaka Kameya, Kazuo Takahashi, Naotake Tsuboi, Tomohiro Mizuno	Ante- and Post-Hoc Explanations for Prediction Models of Cisplatin-Induced Acute Kidney Injury: A Comparative Study.	ICMHI	2023	DBLP DOI BibTeX RDF
10	Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski	Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR.	MedInfo	2023	DBLP DOI BibTeX RDF
10	Mozhgan Salimiparsa	Counterfactual Explanations for Rankings.	Canadian AI	2023	DBLP DOI BibTeX RDF
10	Davide Napolitano, Luca Cagliero	GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets.	COMPSAC	2023	DBLP DOI BibTeX RDF
10	Zubaria Inayat	Evaluation of Quality Requirements for Explanations in AI-based Healthcare Systems.	REFSQ Workshops	2023	DBLP BibTeX RDF
10	Xiaohan Wang, Yuehu Liu, Xinhang Song, Beibei Wang, Shuqiang Jiang	Generating Explanations for Embodied Action Decision from Visual Observation.	ACM Multimedia	2023	DBLP DOI BibTeX RDF
10	Muhammad Umair Raza, Adil Nawaz, Xintong Liu, Zhuangzhuang Chen, Victor C. M. Leung, Jie Chen, Jianqiang Li 0001	Visual Explanations: Activation-Based Acute Lymphoblastic Leukemia Cell Classification.	ICDL	2023	DBLP DOI BibTeX RDF
10	Wenhao Lu, Xufeng Zhao, Sven Magg, Martin Gromniak, Mengdi Li, Stefan Wermter	A Closer Look at Reward Decomposition for High-Level Robotic Explanations.	ICDL	2023	DBLP DOI BibTeX RDF
10	Francisco Mateus Rocha, Thiago Alves Rocha, Reginaldo Pereira Fernandes Ribeiro, Ajalmar Rêgo da Rocha Neto	Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option.	BRACIS (1)	2023	DBLP DOI BibTeX RDF
10	Henrique M. R. Jasinski, Mariela Morveli Espinoza, Cesar Augusto Tacla	Towards Generating P-Contrastive Explanations for Goal Selection in Extended-BDI Agents.	BRACIS (1)	2023	DBLP DOI BibTeX RDF
10	Òscar Raya, Xavier Castells, David Ramírez, Beatriz López 0001	Management of Patient and Physician Preferences and Explanations for Participatory Evaluation of Treatment with an Ethical Seal.	AIME	2023	DBLP DOI BibTeX RDF
10	Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger	Batch Integrated Gradients: Explanations for Temporal Electronic Health Records.	AIME	2023	DBLP DOI BibTeX RDF
10	Christoph Düsing, Philipp Cimiano	Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction.	AIME	2023	DBLP DOI BibTeX RDF
10	Laura State, Miriam Fahimi	Careful Explanations: A Feminist Perspective on XAI.	EWAF	2023	DBLP BibTeX RDF
10	Stephanie Droop, Neil R. Bramley	Extending counterfactual reasoning models to unconstrained social explanations.	CogSci	2023	DBLP BibTeX RDF
10	Thalia Vrantsidis, Tania Lombrozo	The Edge of Ockham's Razor: Examining Boundary Conditions on Preferences for Simpler Explanations.	CogSci	2023	DBLP BibTeX RDF
10	Meir Nizri, Amos Azaria, Noam Hazon	Contrastive Explanations for Recommendation Systems.	CogSci	2023	DBLP BibTeX RDF
10	Andrew Nam, Christopher Hughes, Thomas Icard, Tobias Gerstenberg	Show and tell: Learning causal structures from observations and explanations.	CogSci	2023	DBLP BibTeX RDF
10	Scott E. Friedman, Sonja Schmer-Galunder, Vasanth Sarathy, Ruta Wheelock, Matthew D. McLure, Drisana Mosaphir, Robert P. Goldman, Noam Benkler, Pavan Kantharaju, Micah B. Goldwater, Cristine H. Legare	Mapping a Plurality of Explanations with NLP: A Case Study of Mothers and Health Workers in India.	CogSci	2023	DBLP BibTeX RDF
10	Mert Kobas, Christina M. Tworek, Andrei Cimpian	Expertise mitigates the inherence bias in everyday explanations.	CogSci	2023	DBLP BibTeX RDF
10	Michael Hattersley, Reed Orchinik, Elliot Andrew Ludvig, Rahul Bhui	Preferences for descriptiveness and co-explanation in complex explanations.	CogSci	2023	DBLP BibTeX RDF
10	Yihan Zhuang, Zhongling Huang	SAR Image Authentic Assessment with Bayesian Deep Learning and Counterfactual Explanations.	PRCV (4)	2023	DBLP DOI BibTeX RDF
10	Vijay Arya, Diptikalyan Saha, Sandeep Hans, Amaresh Rajasekharan, Tony Tang	Global Explanations for Multivariate time series models.	COMAD/CODS	2023	DBLP DOI BibTeX RDF
10	Khadiime Jhumka, Muhammad Muzzammil Auzine, Maleika Heenaye-Mamode Khan, Mohammad Shoaib Casseem, Swalay Aboo Fedally, Zahra Mungloo-Dilmohamud	Explainable Chronic Kidney Disease (CKD) Prediction using Deep Learning and Shapley Additive Explanations (SHAP).	ICAAI	2023	DBLP DOI BibTeX RDF
10	Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny 0001, Seth Bernstein, Juho Leinonen 0001	Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book.	SIGCSE (1)	2023	DBLP DOI BibTeX RDF
10	Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein	REVEALE: Reward Verification and Learning Using Explanations.	SafeAI@AAAI	2023	DBLP BibTeX RDF
10	Shivam Sharma, Siddhant Agarwal, Tharun Suresh, Preslav Nakov, Md. Shad Akhtar, Tanmoy Chakraborty 0002	What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes.	AAAI	2023	DBLP DOI BibTeX RDF
10	Yuying Zhao, Yu Wang 0160, Tyler Derr	Fairness and Explainability: Bridging the Gap towards Fair Model Explanations.	AAAI	2023	DBLP DOI BibTeX RDF
10	Junqi Jiang, Francesco Leofante, Antonio Rago 0001, Francesca Toni	Formalising the Robustness of Counterfactual Explanations for Neural Networks.	AAAI	2023	DBLP DOI BibTeX RDF
10	Bhavan K. Vasu, Prasad Tadepalli	Global Explanations for Image Classifiers (Student Abstract).	AAAI	2023	DBLP DOI BibTeX RDF
10	Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias	Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI.	AAAI	2023	DBLP DOI BibTeX RDF
10	Jinqiang Yu, Alexey Ignatiev, Peter J. Stuckey, Nina Narodytska, João Marques-Silva 0001	Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations.	AAAI	2023	DBLP DOI BibTeX RDF
10	Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada	Very Fast, Approximate Counterfactual Explanations for Decision Forests.	AAAI	2023	DBLP DOI BibTeX RDF
10	Ronny Luss, Amit Dhurandhar, Miao Liu	Local Explanations for Reinforcement Learning.	AAAI	2023	DBLP DOI BibTeX RDF
10	Dengkang Qin, Mengxue Liu, Zheng Chen, Qian Lei	Optimizing Cardiac Surgery Risk Prediction: An Machine Learning Approach with Counterfactual Explanations.	ICIC (3)	2023	DBLP DOI BibTeX RDF
10	Claudio Borile, Alan Perotti, André Panisson	Evaluating Link Prediction Explanations for Graph Neural Networks.	xAI (2)	2023	DBLP DOI BibTeX RDF
10	Lisa Anita De Santi, Filippo Bargagna, Maria Filomena Santarelli, Vincenzo Positano	Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain PET Black-Box Classifier.	xAI (1)	2023	DBLP DOI BibTeX RDF
10	Jonas Teufel, Luca Torresi, Pascal Friederich	Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies.	xAI (2)	2023	DBLP DOI BibTeX RDF
10	Christophe Labreuche, Roman Bresson	Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding Models, with and Without Interacting Criteria.	xAI (2)	2023	DBLP DOI BibTeX RDF
10	Giulia Vilone, Luca Longo	Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods.	xAI (3)	2023	DBLP DOI BibTeX RDF
10	Thales Bertaglia, Stefan Huber, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi	Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media.	xAI (2)	2023	DBLP DOI BibTeX RDF
10	Dimitry Mindlin, Malte Schilling, Philipp Cimiano	ABC-GAN: Spatially Constrained Counterfactual Generation for Image Classification Explanations.	xAI (1)	2023	DBLP DOI BibTeX RDF
10	Kira Vinogradova, Gene Myers	Local Interpretable Model-Agnostic Explanations for Multitarget Image Regression.	xAI (Late-breaking Work, Demos, Doctoral Consortium)	2023	DBLP BibTeX RDF
10	Ulrike Kuhl, André Artelt, Barbara Hammer	For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI.	xAI (3)	2023	DBLP DOI BibTeX RDF