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Editors: Archana Anandakrishnan, Senthil Kumar, Alexander Statnikov, Tanveer Faruquie, Di Xu
Anomaly Detection in Finance: Editors’ Introduction
; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:1-7
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Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Methodologies: Present and Future trends
Gil Shabat, David Segev, Amir Averbuch; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:8-19
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Analytical Techniques for Anomaly Detection Through Features, Signal-Noise Separation and Partial-Value Association
Nong Ye; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:20-32
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Spotlighting Anomalies using Frequent Patterns
Jaroslav Kuchar, Vojtech Svatek; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:33-42
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Ensemble-Based Anomaly Detetction using Cooperative Learning
Rasha F. Kashef; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:43-55
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Real-time anomaly detection system for time series at scale
Meir Toledano, Ira Cohen, Yonatan Ben-Simhon, Inbal Tadeski; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:56-65
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Collective Fraud Detection Capturing Inter-Transaction Dependency
Bokai Cao, Mia Mao, Siim Viidu, Philip Yu; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:66-75
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PD-FDS: Purchase Density based Online Credit Card Fraud Detection System
Youngjoon Ki, Ji Won Yoon; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:76-84
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Fraud Detection with Density Estimation Trees
Parikshit Ram, Alexander G. Gray; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:85-94
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An Automated System for Data Attribute Anomaly Detection
David Love, Nalin Aggarwal, Alexander Statnikov, Chao Yuan; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:95-101
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Binned Kernels for Anomaly Detection in Multi-timescale Data using Gaussian Processes
Matthew Adelsberg, Christian Schwantes; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:102-113
Deep Learning to Detect Medical Treatment Fraud
Daniel Lasaga, Prakash Santhana; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:114-120
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Sleuthing for adverse outcomes: Using anomaly detection to identify unusual behaviors of third-party agents
Michelle Miller, Robert Cezeaux; Proceedings of the KDD 2017: Workshop on Anomaly Detection in Finance, PMLR 71:121-125
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