ADF@KDD

Keyphrases

Publications

volume 71, 2018

Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017 ADF@KDD 71 (2018)

2017

Jaroslav Kuchar, Vojtech Svátek
Spotlighting Anomalies using Frequent Patterns. ADF@KDD (2017)
Youngjoon Ki, Ji Won Yoon
PD-FDS: Purchase Density based Online Credit Card Fraud Detection System. ADF@KDD (2017)
Rasha F. Kashef
Ensemble-Based Anomaly Detetction using Cooperative Learning. ADF@KDD (2017)
Gil Shabat, David Segev, Amir Averbuch
Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Methodologies: Present and Future trends. ADF@KDD (2017)
Daniel Lasaga, Prakash Santhana
Deep Learning to Detect Medical Treatment Fraud. ADF@KDD (2017)
Bokai Cao, Mia Mao, Siim Viidu, Philip S. Yu
Collective Fraud Detection Capturing Inter-Transaction Dependency. ADF@KDD (2017)
Nong Ye
Analytical Techniques for Anomaly Detection Through Features, Signal-Noise Separation and Partial-Value Association. ADF@KDD (2017)
Michelle R. Miller, Robert Cezeaux
Sleuthing for adverse outcomes: Using anomaly detection to identify unusual behaviors of third-party agents. ADF@KDD (2017)
Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu
Anomaly Detection in Finance: Editors' Introduction. ADF@KDD (2017)
Parikshit Ram, Alexander G. Gray
Fraud Detection with Density Estimation Trees. ADF@KDD (2017)
Matthew Adelsberg, Christian Schwantes
Binned Kernels for Anomaly Detection in Multi-timescale Data using Gaussian Processes. ADF@KDD (2017)
David Love, Nalin Aggarwal, Alexander R. Statnikov, Chao Yuan
An Automated System for Data Attribute Anomaly Detection. ADF@KDD (2017)
Meir Toledano, Ira Cohen, Yonatan Ben-Simhon, Inbal Tadeski
Real-time anomaly detection system for time series at scale. ADF@KDD (2017)