Explaining Explanations: An Overview of Interpretability of Machine Learning

• Topological explanations of deep neural networks

  2026 Synthese article Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Explainable Decision Tree Ensembles

  2025 Springer eBooks conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  1

  citations
• Benchmarking variational AutoEncoders on cancer transcriptomics data

  2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access

  18

  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
• Benchmarking Variational AutoEncoders on cancer transcriptomics data

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access

  4

  citations
• Explainable Predictive Decision Mining for Operational Support

  2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  5

  citations
• Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

  2023 Springer eBooks book-chapter Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

  12

  citations
• Metabolomic profiles predict individual multidisease outcomes

  2022 Nature Medicine article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 2 patents

  399

  citations
• Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support

  2022 Studies in health technology and informatics book-chapter Health Professions Artificial Intelligence in Healthcare Open access

  6

  citations
• Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law

  2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) cited by 1 patent

  125

  citations
• Recalibrating classifiers for interpretable abusive content detection

  2020 conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access

  9

  citations

11 results