CASTLE: Cluster-aided space transformation for local explanations

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

(2020) Erico Tjoa et al.   IEEE Transactions on Neural Networks and Learning Systems

Explainable artificial intelligence for breast cancer: a visual case-based reasoning approach

(2019) Jean-Baptiste Lamy et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Factual and Counterfactual Explanations for Black Box Decision Making

(2019) Riccardo Guidotti et al.   IEEE INTELLIGENT SYSTEMS

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

The IEEE Global Initiative for Ethical Considerations in Artificial Intelligence and Autonomous Systems [Standards]

(2017) Raja Chatila et al.   IEEE ROBOTICS & AUTOMATION MAGAZINE

Explaining and predicting abnormal expenses at large scale using knowledge graph based reasoning

(2017) Freddy Lecue et al.   Journal of Web Semantics

Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective

(2015) Enrique Leyva et al.   PATTERN RECOGNITION