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ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks

Sep 30, 2020
Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy


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Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models

Jul 07, 2019
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy

* Will be published in proceedings of KDD workshop on Anomaly Detection in Finance 2019 

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A Human-Grounded Evaluation of SHAP for Alert Processing

Jul 07, 2019
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy

* Will be published in proceedings of KDD workshop on Explainable AI 2019 (KDD-XAI) 

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Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN

Dec 02, 2018
Wenting Xiong, Iftitahu Ni'mah, Juan M. G. Huesca, Werner van Ipenburg, Jan Veldsink, Mykola Pechenizkiy

* NIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy, Montr\'eal, Canada 

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