Matthijs van Leeuwen - Publications, H-index & Citations

Matthijs van Leeuwen

Leiden Institute of Advanced Computer Science

26H指数

129论文数

2.1K被引数

收录论文 16

发表时间

Graph neural networks based log anomaly detection and explanation 基于图神经网络的日志异常检测与解释

Data Mining and Knowledge Discovery

IF4.3

2026-07-03

OAAI

Zhong Li; Jiayang Shi; Matthijs van Leeuwen

Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules 可解释性机器学习：基于概率规则识别亚组中的ICU再入院风险

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

IF4.6

2025-10-01

PREAI

Yang, Lincen; van der Meijden, Siri L.; Arbous, Sesmu M.; van Leeuwen, Matthijs

Towards automated self-supervised learning for truly unsupervised graph anomaly detection 面向真正无监督图异常检测的自动化自监督学习

Data Mining and Knowledge Discovery

IF4.3

2025-07-05

OAAI

Zhong Li; Yuhang Wang; Matthijs van Leeuwen

Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery 使用多样的top-k子群列表发现方法探究多种抗生素耐药表型

Artificial Intelligence in Medicine

IF6.2

2025-06-26

OAAI

Antonio Lopez-Martinez-Carrasco; Hugo M. Proença; Jose M. Juarez; Matthijs van Leeuwen; Manuel Campos

Cross-Domain Graph Level Anomaly Detection 跨域图级异常检测

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

OAAI

Li, Zhong; Liang, Sheng; Shi, Jiayang; van Leeuwen, Matthijs

A Survey on Explainable Anomaly Detection 可解释的异常检测综述

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-09-06

OAAI

Li, Zhong; Zhu, Yuxuan; van Leeuwen, Matthijs

Defining migraine days, based on longitudinal E-diary data

CEPHALALGIA

IF4.6

2023-04-06

OAAI

van der Arend, Britt W. H.; Verhagen, Iris E.; van Leeuwen, Matthijs; van der Arend, Marnick Q. T. P.; van Casteren, Daphne S.; Terwindt, Gisela M.

Unsupervised discretization by two-dimensional MDL-based histogram

MACHINE LEARNING

IF2.9

2023-02-16

OAAI

Yang, Lincen; Baratchi, Mitra; van Leeuwen, Matthijs

Associations Between Symptoms, Donor Characteristics and IgG Antibody Response in 2082 COVID-19 Convalescent Plasma Donors

FRONTIERS IN IMMUNOLOGY

IF5.9

2022-02-28

OAAI

Vinkenoog, Marieke; Steenhuis, Maurice; Brinke, Anja ten; van Hasselt, J. G. Coen; Janssen, Mart P.; van Leeuwen, Matthijs; Swaneveld, Francis H.; Vrielink, Hans; van de Watering, Leo; Quee, Franke; van den Hurk, Katja; Rispens, Theo; Hogema, Boris; van der Schoot, C. Ellen

Discovering subjectively interesting multigraph patterns 发现主观有趣的多图模式

MACHINE LEARNING

IF2.9

2020-03-16

OAAI

Kapoor, Sarang; Saxena, Dhish Kumar; van Leeuwen, Matthijs

Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2019-01-23

PREAI

van Leeuwen, Matthijs; Chau, Polo; Vreeken, Jilles; Shahaf, Dafna; Faloutsos, Christos