Keyword:XAI

Publications
Evolving Botnet Defenses: a Survey of Machine Learning Approaches for Identifying Polymorphic and Evasive Malware Sina Ahmadi EasyChair Preprint 15901
Explainable Artificial Intelligence: an Overview on Hybrid Models Gabriel Quesada Álvarez, María José del Jesus Díaz and Pedro González García EasyChair Preprint 14732
Explainable Artificial Intelligence (XAI) for Trustworthy and Responsible AI Systems Dylan Stilinki EasyChair Preprint 14441
Calibrated Explanations for Multi-Class Tuwe Löfström, Helena Löfström and Ulf Johansson EasyChair Preprint 14106
Irrelevant Explanations: a Logical Formalization and a Case Study Simona Colucci, Francesco M Donini, Tommaso Di Noia, Claudio Pomo and Eugenio Di Sciascio EasyChair Preprint 13141
Investigating Explainable AI for Enhanced Atherosclerosis Detection and Decision Transparency Amel Laidi and Mohammed Ammar EasyChair Preprint 11570
The Effects of Anthropomorphism and Explanation Types on User Perception and Acceptance: Implications for Explainable AI Jiawei Tong, Tingru Cui, Ofir Turel and Bo Du EasyChair Preprint 11235
Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction Jaehyuk Lee, Songhwan Kim, Boseon Yoo and Jaesik Choi EasyChair Preprint 10751
A Human-Centred Process Model for Explainable AI Chris Baber, Emily McCormick and Ian Apperly EasyChair Preprint 7332
A Methodology to Use AI for Automotive Safety Using Model Explainability Srikanth Kaniyanoor Srinivasan, V Krishna and Harsha Vardhan Sahoo EasyChair Preprint 6847
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint 3336