Matthijs van Leeuwen

Computer Science · Physical Sciences

26h-index2.1kcitations128works1.72yr avg
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Research Topics

Data Mining Algorithms and Applications(39), Rough Sets and Fuzzy Logic(20), Data Management and Algorithms(19), Anomaly Detection Techniques and Applications(17), Advanced Database Systems and Queries(13)

Publications128 total

Social Fluidity in Children's Face-to-Face Interaction Networks
2026Open Access
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching
arXiv (Cornell University)·2025Open Access
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules
Journal of the American Medical Informatics Association·2025Open Access
Towards automated self-supervised learning for truly unsupervised graph anomaly detection
Data Mining and Knowledge Discovery·2025Open Access
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery
Artificial Intelligence in Medicine·2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions
arXiv (Cornell University)·2025Open Access
Using consumer wearables to estimate physical activity of nursing home residents with dementia
Exploration of Digital Health Technologies·2025Open Access
Monotonic anomaly detection
arXiv (Cornell University)·2024Open Access
Conditional Density Estimation with Histogram Trees
arXiv (Cornell University)·2024Open Access
Cross-Domain Graph Level Anomaly Detection
IEEE Transactions on Knowledge and Data Engineering·2024· 3 citedOpen Access
Explainable Graph Neural Networks Under Fire
arXiv (Cornell University)·2024· 1 citedOpen Access
Graph Neural Networks based Log Anomaly Detection and Explanation
2024· 23 citedOpen Access
Using Consumer Wearables to Measure Physical Activity of Nursing Home Residents with Dementia
2024Open Access
Using Consumer Wearables to Measure Physical Activity of Nursing Home Residents with Dementia
2024Open Access
Probabilistic Truly Unordered Rule Sets
arXiv (Cornell University)·2024Open Access
Conditional Density Estimation with Histogram Trees
2024
Evaluating Cluster-Based Synthetic Data Generation for Blood-Transfusion Analysis
Journal of Cybersecurity and Privacy·2023· 1 citedOpen Access
The added value of ferritin levels and genetic markers for the prediction of haemoglobin deferral
Vox Sanguinis·2023Open Access
Explainable contextual anomaly detection using quantile regression forests
Data Mining and Knowledge Discovery·2023· 16 citedOpen Access
A Survey on Explainable Anomaly Detection
ACM Transactions on Knowledge Discovery from Data·2023· 86 citedOpen Access
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Frequent Co-authors

Jilles Vreeken(7), Arno Siebes(7), Luc De Raedt(5), Vladimir Dzyuba(5), Adrian P. Butler(4), Jacob A. Tompkins(4), Mart P. Janssen(4), Thomas Bäck(4), Siegfried Nijssen(4), Zhong Li(3), Chris B. M. te Stroet(3), Hugo Manuel Proença(3), Marieke Vinkenoog(3), Antti Ukkonen(3), Francesco Bonchi(2), Katja van den Hurk(2), Bas van Stein(2), Tijl De Bie(2), Thanh Le Van(2), Ana Carolina Fierro(2)