van Leeuwen, Matthijs
- A Survey on Explainable Anomaly Detection
2022/10/13 by Li, Zhong, Zhu, Yuxuan, van Leeuwen, Matthijs · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Graph Neural Networks based Log Anomaly Detection and Explanation
2023/07/02 by Li, Zhong, Shi, Jiayang, van Leeuwen, Matthijs · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Estimating Conditional Mutual Information for Discrete-Continuous\n Mixtures using Multi-Dimensional Adaptive Histograms
2021/01/13 by Alexander Marx, Lincen Yang, Marx, Alexander +3 · 1 citation
Computer Science · #Applications (stat.AP) #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Diffusion and Flow Matching Models for Tabular Data: A Survey
2025/02/24 by Zhong Li, Li, Zhong, Qi Huang +12 · 3 citations
Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries
- Truly Unordered Probabilistic Rule Sets for Multi-class Classification
2022/06/17 by Lincen Yang, Yang, Lincen, Matthijs van Leeuwen +1 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Rough Sets and Fuzzy Logic
- Explainable Graph Neural Networks Under Fire
2024/06/10 by Zhong Li, Simon Geisler, Li, Zhong +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Conditional Density Estimation with Histogram Trees
2024/10/15 by Yang, Lincen, van Leeuwen, Matthijs · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)