Explainable Artificial Intelligence Approaches: A Survey

Explainable Artificial Intelligence Approaches: A Survey

23 January 2021

Sheikh Rabiul Islam

Mohiuddin Ahmed

Papers citing "Explainable Artificial Intelligence Approaches: A Survey"

16 / 16 papers shown

Title
Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models Sirisha Velampalli Chandrashekar Muniyappa Ashutosh Saxena 62 35 0 18 Feb 2025
A Scale-Invariant Diagnostic Approach Towards Understanding Dynamics of Deep Neural Networks A. Moharil Damian Tamburri I. Kumara Willem-jan Van Den Heuvel Alireza Azarfar AI4CE 33 0 0 12 Jul 2024
Counterfactual Explanations for Multivariate Time-Series without Training Datasets Xiangyu Sun Raquel Aoki Kevin H. Wilson 27 1 0 28 May 2024
Hybrid Convolutional Neural Networks with Reliability Guarantee Hans Dermot Doran Suzana Veljanovska 29 2 0 08 May 2024
Teach Me How to Improve My Argumentation Skills: A Survey on Feedback in Argumentation Camélia Guerraoui Paul Reisert Naoya Inoue Farjana Sultana Mim Shoichi Naito Jungmin Choi Irfan Robbani Wen Wang Kentaro Inui ReLM LRM 26 1 0 28 Jul 2023
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges Maria Lymperaiou Giorgos Stamou VLM 32 4 0 04 Mar 2023
Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care Venkatesh Sivaraman L. Bukowski J. Levin J. Kahn Adam Perer 32 83 0 31 Jan 2023
Towards Explainability in Modular Autonomous Vehicle Software Hongrui Zheng Zirui Zang Shuo Yang Rahul Mangharam 29 0 0 01 Dec 2022
Reconnoitering the class distinguishing abilities of the features, to know them better Payel Sadhukhan S. Palit Kausik Sengupta 26 0 0 23 Nov 2022
On the Robustness of Explanations of Deep Neural Network Models: A Survey Amlan Jyoti Karthik Balaji Ganesh Manoj Gayala Nandita Lakshmi Tunuguntla Sandesh Kamath V. Balasubramanian XAI FAtt AAML 32 4 0 09 Nov 2022
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities Subash Neupane Jesse Ables William Anderson Sudip Mittal Shahram Rahimi I. Banicescu Maria Seale AAML 48 71 0 13 Jul 2022
Explainability for identification of vulnerable groups in machine learning models Inga Strümke Marija Slavkovik FaML 33 3 0 01 Mar 2022
Diagnosing AI Explanation Methods with Folk Concepts of Behavior Alon Jacovi Jasmijn Bastings Sebastian Gehrmann Yoav Goldberg Katja Filippova 36 15 0 27 Jan 2022
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities Waddah Saeed C. Omlin XAI 36 415 0 11 Nov 2021
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts Gesina Schwalbe Bettina Finzel XAI 29 184 0 15 May 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 254 3,684 0 28 Feb 2017