Search results for "explanations"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert	EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen	A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures.	CoRR	2024	DBLP DOI BibTeX RDF
10	Andreas Madsen, Sarath Chandar, Siva Reddy	Are self-explanations from Large Language Models faithful?	CoRR	2024	DBLP DOI BibTeX RDF
10	Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan	QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Tanmay Surve, Romila Pradhan	Example-based Explanations for Random Forests using Machine Unlearning.	CoRR	2024	DBLP DOI BibTeX RDF
10	Maurice Kraus, David Steinmann, Antonia Wüst, Andre Kokozinski, Kristian Kersting	Right on Time: Revising Time Series Models by Constraining their Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Sara Vera Marjanovic, Isabelle Augenstein, Christina Lioma	Investigating the Impact of Model Instability on Explanations and Uncertainty.	CoRR	2024	DBLP DOI BibTeX RDF
10	Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang 0001, Qing Li	INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan 0001, Xiangyu Ke, Yunjun Gao	View-based Explanations for Graph Neural Networks.	CoRR	2024	DBLP DOI BibTeX RDF
10	Hasan Abu-Rasheed, Christian Weber 0003, Madjid Fathi	Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems.	CoRR	2024	DBLP DOI BibTeX RDF
10	Jiamin Chen, Xuhong Li 0002, Yanwu Xu 0001, Mengnan Du, Haoyi Xiong	Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training.	CoRR	2024	DBLP DOI BibTeX RDF
10	Paul Ardis, Arjuna Flenner	Extracting Explanations, Justification, and Uncertainty from Black-Box Deep Neural Networks.	CoRR	2024	DBLP DOI BibTeX RDF
10	Junqi Jiang, Francesco Leofante, Antonio Rago 0001, Francesca Toni	Robust Counterfactual Explanations in Machine Learning: A Survey.	CoRR	2024	DBLP DOI BibTeX RDF
10	Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker	Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Zhongxiang Sun, Kepu Zhang, Weijie Yu, Haoyu Wang, Jun Xu	Logic Rules as Explanations for Legal Case Retrieval.	CoRR	2024	DBLP DOI BibTeX RDF
10	Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto	AcME-AD: Accelerated Model Explanations for Anomaly Detection.	CoRR	2024	DBLP DOI BibTeX RDF
10	Iman Munire Bilal, Preslav Nakov, Rob Procter, Maria Liakata	Generating Unsupervised Abstractive Explanations for Rumour Verification.	CoRR	2024	DBLP DOI BibTeX RDF
10	Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker	Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Ashley Shin, Qiao Jin 0001, James Anibal, Zhiyong Lu	Harnessing PubMed User Query Logs for Post Hoc Explanations of Recommended Similar Articles.	CoRR	2024	DBLP DOI BibTeX RDF
10	Joseph Y. Halpern	Mathematical Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Amirmohammad Nazari, Souti Chattopadhyay, Swabha Swayamdipta, Mukund Raghothaman	Generative Explanations for Program Synthesizers.	CoRR	2024	DBLP DOI BibTeX RDF
10	Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio, Francesco Parisi, Reza Shahbazian, Irina Trubitsyna	Even-if Explanations: Formal Foundations, Priorities and Complexity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Marton Havasi, Sonali Parbhoo, Finale Doshi-Velez	Guarantee Regions for Local Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Francisco Mateus Rocha Filho, Thiago Alves Rocha, Reginaldo Pereira Fernandes Ribeiro, Ajalmar Rêgo da Rocha Neto	Logic-based Explanations for Linear Support Vector Classifiers with Reject Option.	CoRR	2024	DBLP DOI BibTeX RDF
10	Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. Ng	Stance Detection with Explanations.	Comput. Linguistics	2024	DBLP DOI BibTeX RDF
10	Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti	A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges.	ACM Comput. Surv.	2024	DBLP DOI BibTeX RDF
10	Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav V. Unhelkar, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci	Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations.	IEEE Trans. Pattern Anal. Mach. Intell.	2024	DBLP DOI BibTeX RDF
10	Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos	Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations.	IEEE Softw.	2024	DBLP DOI BibTeX RDF
10	Yumeng Shi, Yu Cai, Shunyuan Lou, Yining Chen	Explainable prediction of deposited film thickness in IC fabrication with CatBoost and SHapley Additive exPlanations (SHAP) models.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
10	Michele Fraccaroli, Alice Bizzarri, Paolo Casellati, Evelina Lamma	Exploiting CNN's visual explanations to drive anomaly detection.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
10	Louise Bloch, Christoph M. Friedrich	Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection.	Comput. Biol. Medicine	2024	DBLP DOI BibTeX RDF
10	Mohammad Tamim Kashifi	Robust spatiotemporal crash risk prediction with gated recurrent convolution network and interpretable insights from SHapley additive explanations.	Eng. Appl. Artif. Intell.	2024	DBLP DOI BibTeX RDF
10	Jeff Mitchell, Niall McLaughlin, Jesús Martínez del Rincón	Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME.	Comput. Secur.	2024	DBLP DOI BibTeX RDF
10	Chetan Ralekar, Shubham Choudhary, Tapan Kumar Gandhi, Santanu Chaudhury	Development of Character Recognition Model Inspired by Visual Explanations.	IEEE Trans. Artif. Intell.	2024	DBLP DOI BibTeX RDF
10	Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang 0009, He Zhu 0001, Hongshik Ahn	Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent.	IEEE Trans. Artif. Intell.	2024	DBLP DOI BibTeX RDF
10	Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas	Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations.	IEEE Trans. Artif. Intell.	2024	DBLP DOI BibTeX RDF
10	Roni Copul, Nave Frost, Tova Milo, Kathy Razmadze	TabEE: Tabular Embeddings Explanations.	Proc. ACM Manag. Data	2024	DBLP DOI BibTeX RDF
10	Brit Youngmann, Michael J. Cafarella, Amir Gilad, Sudeepa Roy	Summarized Causal Explanations For Aggregate Views.	Proc. ACM Manag. Data	2024	DBLP DOI BibTeX RDF
10	Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan 0001, Xiangyu Ke, Yunjun Gao	View-based Explanations for Graph Neural Networks.	Proc. ACM Manag. Data	2024	DBLP DOI BibTeX RDF
10	Bence Pálfi, Kavleen Arora, Denys Prociuk, Olga Kostopoulou	Risk prediction algorithms and clinical judgment: Impact of advice distance, social proof, and feature-importance explanations.	Comput. Hum. Behav.	2024	DBLP DOI BibTeX RDF
10	Peyman Rasouli, Ingrid Chieh Yu	CARE: coherent actionable recourse based on sound counterfactual explanations.	Int. J. Data Sci. Anal.	2024	DBLP DOI BibTeX RDF
10	Jacob R. Kauffmann, Malte Esders, Lukas Ruff, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller	From Clustering to Cluster Explanations via Neural Networks.	IEEE Trans. Neural Networks Learn. Syst.	2024	DBLP DOI BibTeX RDF
10	Noyan Evirgen, Ruolin Wang, Xiang Anthony Chen	From Text to Pixels: Enhancing User Understanding through Text-to-Image Model Explanations.	IUI	2024	DBLP DOI BibTeX RDF
10	Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen	Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems.	IUI	2024	DBLP DOI BibTeX RDF
10	Xinru Wang	Human-Centered Evaluation of Explanations in AI-Assisted Decision-Making.	IUI Companion	2024	DBLP DOI BibTeX RDF
10	Kaisa Väänänen, Ashley Colley, Jonna Häkkilä	Towards Adaptive AI Explanations with Tangible User Interfaces (short paper).	IUI Workshops	2024	DBLP BibTeX RDF
10	Navita Goyal, Connor Baumler, Tin Nguyen 0005, Hal Daumé III	The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features.	IUI	2024	DBLP DOI BibTeX RDF
10	Tommaso Turchi, Alessio Malizia, Fabio Paternò, Simone Borsci, Alan Chamberlain	Adaptive XAI: Towards Intelligent Interfaces for Tailored AI Explanations.	IUI Companion	2024	DBLP DOI BibTeX RDF
10	Md Mahade Hasan, Soha Pervez, Maria Stratigi, Kostas Stefanidis	SQUIRREL 2.0: Fairness & Explanations for Sequential Group Recommendations.	DOLAP	2024	DBLP BibTeX RDF
10	Jürgen Cito, Isil Dillig, Vijayaraghavan Murali, Satish Chandra 0001	Counterfactual Explanations for Models of Code.	Software Engineering	2024	DBLP DOI BibTeX RDF
10	Mersedeh Sadeghi, Lars Herbold, Max Unterbusch, Andreas Vogelsang	SmartEx: A Framework for Generating User-Centric Explanations in Smart Environments.	PerCom	2024	DBLP DOI BibTeX RDF
10	Xinying Hou, Barbara J. Ericson, Xu Wang 0016	Integrating Personalized Parsons Problems with Multi-Level Textual Explanations to Scaffold Code Writing.	SIGCSE (2)	2024	DBLP DOI BibTeX RDF
10	Andrew Taylor, Alexandra Vassar, Jake Renzella, Hammond Pearce	dcc -help: Transforming the Role of the Compiler by Generating Context-Aware Error Explanations with Large Language Models.	SIGCSE (1)	2024	DBLP DOI BibTeX RDF
10	Omer Reingold, Judy Hanwen Shen, Aditi Talati	Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance.	AAAI	2024	DBLP DOI BibTeX RDF
10	Mu-Tien Kuo, Chih-Chung Hsueh, Richard Tzong-Han Tsai	Automated Assessment of Fidelity and Interpretability: An Evaluation Framework for Large Language Models' Explanations (Student Abstract).	AAAI	2024	DBLP DOI BibTeX RDF
10	Saebom Leem, Hyunseok Seo	Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention.	AAAI	2024	DBLP DOI BibTeX RDF
10	William Stern, Seng Jhing Goh, Nasheen Nur, Patrick J. Aragon, Thomas Mercer, Siddhartha Bhattacharyya, Chiradeep Sen, Van Minh Nguyen	Natural Language Explanations for Suicide Risk Classification Using Large Language Models.	ML4CMH@AAAI	2024	DBLP BibTeX RDF
10	Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger	Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.	AAAI	2024	DBLP DOI BibTeX RDF
10	Zhenzhong Wang, Qingyuan Zeng, Wanyu Lin, Min Jiang, Kay Chen Tan	Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks.	AAAI	2024	DBLP DOI BibTeX RDF
10	Saugat Aryal	Semi-factual Explanations in AI.	AAAI	2024	DBLP DOI BibTeX RDF
10	Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem	Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals.	AAAI	2024	DBLP DOI BibTeX RDF
10	Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci	I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.	AAAI	2024	DBLP DOI BibTeX RDF
10	Tzu-Yi Chiu, Jerome Le Ny, Jean-Pierre David	Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint).	AAAI	2024	DBLP DOI BibTeX RDF
10	Alon Mor, Yonatan Belinkov, Benny Kimelfeld	Accelerating the Global Aggregation of Local Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Gagan Biradar, Yacine Izza, Elita Lobo, Vignesh Viswanathan, Yair Zick	Axiomatic Aggregations of Abductive Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Daniel Gilo, Shaul Markovitch	A General Search-Based Framework for Generating Textual Counterfactual Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Aaquib Tabrez	Autonomous Policy Explanations for Effective Human-Machine Teaming.	AAAI	2024	DBLP DOI BibTeX RDF
10	Sagar Patel, Sangeetha Abdu Jyothi, Nina Narodytska	CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems.	AAAI	2024	DBLP DOI BibTeX RDF
10	Jiale Deng, Yanyan Shen	Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Mikolaj Sacha, Bartosz Jura, Dawid Rymarczyk, Lukasz Struski, Jacek Tabor, Bartosz Zielinski 0001	Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Balint Gyevnar	Towards Trustworthy Autonomous Systems via Conversations and Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo	Robust Stochastic Graph Generator for Counterfactual Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda	Using Stratified Sampling to Improve LIME Image Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva 0001	Delivering Inflated Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Yuwen Ji, Lei Shi 0002, Zhimeng Liu, Ge Wang	Stratified GNN Explanations through Sufficient Expansion.	AAAI	2024	DBLP DOI BibTeX RDF
10	Changqing Qiu, Fusheng Jin, Yining Zhang	Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
10	Prince Jha, Krishanu Maity, Raghav Jain, Apoorv Verma, Sriparna Saha 0001, Pushpak Bhattacharyya	Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations.	EACL (1)	2024	DBLP BibTeX RDF
10	Xin Quan, Marco Valentino, Louise A. Dennis, André Freitas	Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement.	EACL (1)	2024	DBLP BibTeX RDF
10	Guillermo Fernández 0005, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez 0001, José Miguel Puerta	FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers.	IDA (2)	2024	DBLP DOI BibTeX RDF
10	Henrik Boström	Example-Based Explanations of Random Forest Predictions.	IDA (2)	2024	DBLP DOI BibTeX RDF
10	Ricardo Miguel de Oliveira Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro	DiConStruct: Causal Concept-based Explanations through Black-Box Distillation.	CLeaR	2024	DBLP BibTeX RDF
10	Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase	Comprehensive Evaluation of End-to-End Driving Model Explanations for Autonomous Vehicles.	VISIGRAPP (2): VISAPP	2024	DBLP DOI BibTeX RDF
10	Yuanyuan Liu, Jiajia Zhang 0001, Yifan Li	Entropy-Based Logic Explanations of Differentiable Decision Tree.	Intelligent Information Processing (1)	2024	DBLP DOI BibTeX RDF
10	Mattias Wahde	Models with Verbally Enunciated Explanations: Towards Safe, Accountable, and Trustworthy Artificial Intelligence.	ICAART (3)	2024	DBLP DOI BibTeX RDF
10	Yining Yuan, Kevin McAreavey, Shujun Li, Weiru Liu	Multi-Granular Evaluation of Diverse Counterfactual Explanations.	ICAART (2)	2024	DBLP DOI BibTeX RDF
10	Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker 0001	Context-aware Explanations of Accurate Predictions in Service Processes.	HICSS	2024	DBLP BibTeX RDF
10	Marie Christine Walter	Follow Me, Everything Is Alright (or Not): The Impact of Explanations on Appropriate Reliance on Artificial Intelligence.	HICSS	2024	DBLP BibTeX RDF
10	Yiwei Yang 0009, Bill Howe	Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness.	HICSS	2024	DBLP BibTeX RDF
10	Guillaume Jeanneret, Loïc Simon, Frédéric Jurie	Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach.	WACV	2024	DBLP DOI BibTeX RDF
10	Yuhang Lu, Zewei Xu, Touradj Ebrahimi	Towards Visual Saliency Explanations of Face Verification.	WACV	2024	DBLP DOI BibTeX RDF
10	Xu Liu, Tong Yu 0001, Kaige Xie, Junda Wu, Shuai Li 0010	Interact with the Explanations: Causal Debiased Explainable Recommendation System.	WSDM	2024	DBLP DOI BibTeX RDF
10	Maxwell Szymanski, Jeroen Ooge, Robin De Croon, Vero Vanden Abeele, Katrien Verbert	Feedback, Control, or Explanations? Supporting Teachers With Steerable Distractor-Generating AI.	LAK	2024	DBLP DOI BibTeX RDF
10	Yiyang Sun, Zhi Chen 0009, Vittorio Orlandi, Tong Wang 0011, Cynthia Rudin	Sparse and Faithful Explanations Without Sparse Models.	AISTATS	2024	DBLP BibTeX RDF
10	Asterios Tsiourvas, Wei Sun 0031, Georgia Perakis	Manifold-Aligned Counterfactual Explanations for Neural Networks.	AISTATS	2024	DBLP BibTeX RDF
10	Sree Harsha Tanneru, Chirag Agarwal, Himabindu Lakkaraju	Quantifying Uncertainty in Natural Language Explanations of Large Language Models.	AISTATS	2024	DBLP BibTeX RDF
10	Gabriel Laberge, Yann Batiste Pequignot, Mario Marchand, Foutse Khomh	Tackling the XAI Disagreement Problem with Regional Explanations.	AISTATS	2024	DBLP BibTeX RDF
10	Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht	Causal Explanations for Sequential Decision-Making in Multi-Agent Systems.	AAMAS	2024	DBLP BibTeX RDF
10	Jasmina Gajcin, Ivana Dusparic	RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning.	AAMAS	2024	DBLP BibTeX RDF
10	Balint Gyevnar	Building Trustworthy Human-Centric Autonomous Systems Via Explanations.	AAMAS	2024	DBLP BibTeX RDF
10	Noah Lewis	Safe Explanations And Explainable Models For Neuroimaging Data Through A Framework Of Constraints.		2024	RDF