Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

16 June 2020

Papers citing "Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey"

50 / 225 papers shown

Title
Concept-based Explainable Artificial Intelligence: A Survey Eleonora Poeta Gabriele Ciravegna Eliana Pastor Tania Cerquitelli Elena Baralis LRM XAI 27 43 0 20 Dec 2023
GeoShapley: A Game Theory Approach to Measuring Spatial Effects in Machine Learning Models Ziqi Li FAtt 21 19 0 06 Dec 2023
Large Language Models in Law: A Survey Jinqi Lai Wensheng Gan Jiayang Wu Zhenlian Qi Philip S. Yu ELM AILaw 34 72 0 26 Nov 2023
Artificial Intelligence in the Service of Entrepreneurial Finance: Knowledge Structure and the Foundational Algorithmic Paradigm Robert Kudelić Tamara Smaguc Sherry Robinson 9 0 0 22 Nov 2023
Trustworthy AI: Deciding What to Decide Caesar Wu Yuan-Fang Li Jian Li Jingjing Xu Pascal Bouvry 41 3 0 21 Nov 2023
On the Relationship Between Interpretability and Explainability in Machine Learning Benjamin Leblanc Pascal Germain FaML 29 0 0 20 Nov 2023
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Dipanjyoti Paul A. Chowdhury Xinqi Xiong Feng-Ju Chang David Carlyn ... Daniel Rubenstein Charles V. Stewart Tanya Berger-Wolf Yu-Chuan Su Wei-Lun Chao ViT 19 16 0 07 Nov 2023
Stance Detection with Collaborative Role-Infused LLM-Based Agents Xiaochong Lan Chen Gao Depeng Jin Yong Li 19 41 0 16 Oct 2023
Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability Md. Tanzib Hosain Md. Mehedi Hasan Anik Sadman Rafi̇ Rana Tabassum Khaleque Insi̇a Md. Mehrab Siddiky 21 6 0 13 Oct 2023
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features Navita Goyal Connor Baumler Tin Nguyen Hal Daumé 26 6 0 12 Oct 2023
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research Thomas Decker Ralf Gross Alexander Koebler Michael Lebacher Ronald Schnitzer Stefan H. Weber 36 2 0 11 Oct 2023
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements V. Saxena Benjamin Bashpole Gijs Van Dijck Gerasimos Spanakis 40 2 0 09 Oct 2023
A New Baseline Assumption of Integated Gradients Based on Shaply value Shuyang Liu Zixuan Chen Ge Shi Ji Wang Changjie Fan Yu Xiong Runze Wu Yujing Hu Ze Ji Yang Gao 16 3 0 07 Oct 2023
Explaining Deep Face Algorithms through Visualization: A Survey Thrupthi Ann S. M. I. C. V. Balasubramanian M. Jawahar CVBM 34 1 0 26 Sep 2023
Affective Game Computing: A Survey Georgios N. Yannakakis Dávid Melhárt 19 14 0 25 Sep 2023
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence S. Maitra Vivek Mi̇shra Pratima Verma M. Chopra Priyanka Nath DRL 8 0 0 25 Sep 2023
On the Definition of Appropriate Trust and the Tools that Come with it Helena Löfström 22 1 0 21 Sep 2023
Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing Jinwen He Kai Chen Guozhu Meng Jiangshan Zhang Congyi Li FAtt AAML 43 2 0 09 Sep 2023
Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond Sidra Nasir Rizwan Ahmed Khan Samita Bai 33 29 0 31 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 19 3 0 16 Aug 2023
Scale-Preserving Automatic Concept Extraction (SPACE) Andres Felipe Posada-Moreno Lukas Kreisköther T. Glander Sebastian Trimpe 19 1 0 11 Aug 2023
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features Igor Cherepanov D. Sessler Alex Ulmer Hendrik Lücke-Tieke Jörn Kohlhammer FAtt 19 0 0 29 Jul 2023
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition Amirhossein Aminimehr Amir Molaei Min Zhang 33 1 0 23 Jul 2023
Human in the AI loop via xAI and Active Learning for Visual Inspection Jože M. Rožanec E. Montini Vincenzo Cutrona Dimitrios Papamartzivanos Timotej Klemencic B. Fortuna Dunja Mladenić Entso Veliou Thanassis Giannetsos C. Emmanouilidis 11 4 0 03 Jul 2023
Targeted Background Removal Creates Interpretable Feature Visualizations Ian E. Nielsen Erik Grundeland J. Snedeker Ghulam Rasool Ravichandran Ramachandran FAtt AAML 16 0 0 22 Jun 2023
Evaluating the overall sensitivity of saliency-based explanation methods Harshinee Sriram Cristina Conati AAML XAI FAtt 19 0 0 21 Jun 2023
Benchmark data to study the influence of pre-training on explanation performance in MR image classification Marta Oliveira Rick Wilming Benedict Clark Céline Budding Fabian Eitel K. Ritter Stefan Haufe 16 1 0 21 Jun 2023
Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research Timo Freiesleben Gunnar Konig 23 19 0 07 Jun 2023
Scalable Concept Extraction in Industry 4.0 Andres Felipe Posada-Moreno K. Müller Florian Brillowski Friedrich Solowjow T. Gries Sebastian Trimpe 16 2 0 06 Jun 2023
Towards Better Explanations for Object Detection Van Binh Truong Hung Truong Thanh Nguyen Truong Thanh Hung Nguyen Quoc Khanh Nguyen Quoc Hung Cao 11 10 0 05 Jun 2023
Survey of Trustworthy AI: A Meta Decision of AI Caesar Wu Yuan-Fang Li Pascal Bouvry 24 3 0 01 Jun 2023
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision Chase Walker Sumit Kumar Jha Kenny Chen Rickard Ewetz FAtt 24 9 0 31 May 2023
Shapley Based Residual Decomposition for Instance Analysis Tommy Liu Amanda S. Barnard TDI 20 0 0 30 May 2023
An Experimental Investigation into the Evaluation of Explainability Methods Sédrick Stassin A. Englebert Géraldin Nanfack Julien Albert Nassim Versbraegen Gilles Peiffer Miriam Doh Nicolas Riche Benoit Frénay Christophe De Vleeschouwer XAI ELM 21 5 0 25 May 2023
Investigating and Designing for Trust in AI-powered Code Generation Tools Ruotong Wang Ruijia Cheng Denae Ford Thomas Zimmermann 32 45 0 18 May 2023
BELLA: Black box model Explanations by Local Linear Approximations N. Radulovic Albert Bifet Fabian M. Suchanek FAtt 37 1 0 18 May 2023
Echoes of Biases: How Stigmatizing Language Affects AI Performance Yizhi Liu Weiguang Wang G. Gao Ritu Agarwal 23 2 0 17 May 2023
eXplainable Artificial Intelligence on Medical Images: A Survey Matteus Vargas Simao da Silva Rodrigo Reis Arrais Jhessica Victoria Santos da Silva Felipe Souza Tanios Mateus A. Chinelatto ... Fabiana Cristina Queiroz de Oliveira Marucci Francisco Alves de Souza Neto Danilo Xavier Silva Vitor Yukio Kondo C. F. G. Santos MedIm XAI 23 1 0 12 May 2023
The Ethics of AI in Games Dávid Melhárt Julian Togelius Benedikte Mikkelsen Christoffer Holmgård Georgios N. Yannakakis 31 24 0 12 May 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 26 1 0 10 May 2023
Calibrated Explanations: with Uncertainty Information and Counterfactuals Helena Lofstrom Tuwe Lofstrom Gregory Rice Cecilia Sonstrod 46 9 0 03 May 2023
Categorical Foundations of Explainable AI: A Unifying Theory Pietro Barbiero S. Fioravanti Francesco Giannini Alberto Tonda Pietro Lio Elena Di Lavore XAI 30 2 0 27 Apr 2023
Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK L. Nannini Agathe Balayn A. Smith 21 37 0 20 Apr 2023
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study L. Herm 21 22 0 18 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 26 56 0 10 Apr 2023
A Brief Review of Explainable Artificial Intelligence in Healthcare Zahra Sadeghi R. Alizadehsani M. Cifci Samina Kausar Rizwan Rehman ... A. Shoeibi H. Moosaei Milan Hladík Saeid Nahavandi P. Pardalos 19 13 0 04 Apr 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 30 0 0 23 Mar 2023
Interpretable Ensembles of Hyper-Rectangles as Base Models A. Konstantinov Lev V. Utkin 35 3 0 15 Mar 2023
Robot Navigation in Risky, Crowded Environments: Understanding Human Preferences A. Suresh Angelique Taylor L. Riek Sonia Martínez 23 8 0 15 Mar 2023
The AI Act proposal: a new right to technical interpretability? Chiara Gallese AILaw 15 4 0 14 Mar 2023