Anchors: High-Precision Model-Agnostic Explanations

• Explainable machine learning identifies features and thresholds predictive of immunotherapy response

  2026 Scientific Reports article Medicine Cancer Immunotherapy and Biomarkers Open access

  1

  citations
• Formal Explanations of Black-Box Ranking Functions

  2025 Lecture notes in computer science conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  1

  citations
• Interpreting Black-box Machine Learning Models for High Dimensional Datasets

  2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  19

  citations
• A Survey on Explainable Anomaly Detection

  2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  131

  citations
• Explainable AI for Bioinformatics: Methods, Tools and Applications

  2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

  199

  citations
• Evaluating Rule-Based Global XAI Malware Detection Methods

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Malware Detection Techniques Open access

  4

  citations
• PERFEX: Classifier Performance Explanations for Trustworthy AI Systems

  2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  2

  citations
• Increasing trust and fairness in machine learning applications within the mortgage industry

  2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  5

  citations
• Exploring the potential for use of AI to help researchers improve their research funding relevance and performance

  2021 International Conference on Transdisciplinary AI (TransAI) conference-paper Decision Sciences Research, Science, and Academia

  0

  citations
• Inferring disease subtypes from clusters in explanation space

  2020 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

  32

  citations

10 results