Wouter Duivesteijn
Technische Universiteit Eindhoven
H-index: 17
Europe-Netherlands
Top articles of Wouter Duivesteijn
RMI-RRG: A Soft Protocol to Postulate Monotonicity Constraints for Tabular Datasets
2024/4/16
Wouter Duivesteijn
H-Index: 13
Introducing exceptional growth mining—Analyzing the impact of soil characteristics on on-farm crop growth and yield variability
Plos one
2024/1/29
Pytrik Reidsma
H-Index: 30
Wouter Duivesteijn
H-Index: 13
Bottom-Up Search: A Distance-Based Search Strategy for Supervised Local Pattern Mining on Multi-Dimensional Target Spaces
age
2023/7
Wouter Duivesteijn
H-Index: 13
Exceptional In So Many Domains Exploring Exceptional Model Mining in Unstructured Data
2023
Wouter Duivesteijn
H-Index: 13
A Clustering-Inspired Quality Measure for Exceptional Preferences Mining—Design Choices and Consequences
2022/10/10
Wouter Duivesteijn
H-Index: 13
Rianne Margaretha Schouten
H-Index: 3
Islands of Confidence: Robust Neural Network Classification with Uncertainty Quantification
2022/9/29
Sibylle Hess
H-Index: 5
Wouter Duivesteijn
H-Index: 13
Efficient Subgroup Discovery Through Auto-Encoding
2022/4/7
Wouter Duivesteijn
H-Index: 13
Exceptional Model Mining for Repeated Cross-Sectional Data (EMM-RCS)
2022
Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions
Data Mining and Knowledge Discovery
2022/1/1
Wouter Duivesteijn
H-Index: 13
Mykola Pechenizkiy
H-Index: 31
Beyond discriminant patterns: On the robustness of decision rule ensembles
arXiv preprint arXiv:2109.10432
2021/9/21
Exceptional gestalt mining: combining magic cards to make complex coalitions thrive
2021/9/13
Wouter Duivesteijn
H-Index: 13
Adversarial balancing-based representation learning for causal effect inference with observational data
Data Mining and Knowledge Discovery
2021/7
Xin Du
H-Index: 5
Lei Sun
H-Index: 4
Wouter Duivesteijn
H-Index: 13
Alexander Nikolaev
H-Index: 6
Mykola Pechenizkiy
H-Index: 31
Exceptional in so many ways—discovering descriptors that display exceptional behavior on contrasting scenarios
IEEE Access
2020/10/30
José María Luna
H-Index: 21
Mykola Pechenizkiy
H-Index: 31
Wouter Duivesteijn
H-Index: 13
Sebastián Ventura
H-Index: 44
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
Data Mining and Knowledge Discovery
2020/9
How to cheat the page limit
2020/5
Predicting Remaining Useful Life with Similarity-Based Priors
2020
Remco Dijkman
H-Index: 28
Wouter Duivesteijn
H-Index: 13
Fairness in network representation by latent structural heterogeneity in observational data
2020
Softmax-based classification is k-means clustering: Formal proof, consequences for adversarial attacks, and improvement through centroid based tailoring
arXiv preprint arXiv:2001.01987
2020/1/7
Sibylle Hess
H-Index: 5
Wouter Duivesteijn
H-Index: 13
DEvIANT: Discovering significant exceptional (dis-) agreement within groups
2020
Wouter Duivesteijn
H-Index: 13
k Is the Magic Number—Inferring the Number of Clusters Through Nonparametric Concentration Inequalities
2020
Sibylle Hess
H-Index: 5
Wouter Duivesteijn
H-Index: 13
