Werner van Ipenburg

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Detecting Anomalous

Comparative Analysis

Anomaly Detection

Exceptional Model Mining

Top Venues

MIDAS@PKDD/ECML

MIDAS/PAP@PKDD/ECML

Publications

Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy
ResGCN: attention-based deep residual modeling for anomaly detection on attributed networks. Mach. Learn. 111 (2) (2022)
Akrati Saxena, Yulong Pei, Jan Veldsink, Werner van Ipenburg, George Fletcher, Mykola Pechenizkiy
The banking transactions dataset and its comparative analysis with scale-free networks. ASONAM (2021)
Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy
ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks. DSAA (2021)
Akrati Saxena, Yulong Pei, Jan Veldsink, Werner van Ipenburg, George Fletcher, Mykola Pechenizkiy
The Banking Transactions Dataset and its Comparative Analysis with Scale-free Networks. CoRR (2021)
Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy
ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks. CoRR (2020)
Yulong Pei, Fang Lyu, Werner van Ipenburg, Mykola Pechenizkiy
Subgraph anomaly detection in financial transaction networks. ICAIF (2020)
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy
Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models. CoRR (2019)
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy
A Human-Grounded Evaluation of SHAP for Alert Processing. CoRR (2019)
Wenting Xiong, Iftitahu Ni'mah, Juan M. G. Huesca, Werner van Ipenburg, Jan Veldsink, Mykola Pechenizkiy
Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN. CoRR (2018)
Simon van der Zon, Wouter Duivesteijn, Werner van Ipenburg, Jan Veldsink, Mykola Pechenizkiy
ICIE 1.0: A Novel Tool for Interactive Contextual Interaction Explanations. MIDAS/PAP@PKDD/ECML (2018)
Simon van der Zon, Oren Zeev-Ben-Mordehai, Tom Vrijdag, Werner van Ipenburg, Wouter Duivesteijn, Jan Veldsink, Mykola Pechenizkiy
BoostEMM - Transparent Boosting using Exceptional Model Mining. MIDAS@PKDD/ECML (2017)