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@proceedings{DBLP:conf/kdd/2017adf,
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v71/},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2017adf.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/AdelsbergS17,
  author       = {Matthew Adelsberg and
                  Christian Schwantes},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Binned Kernels for Anomaly Detection in Multi-timescale Data using
                  Gaussian Processes},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {102--113},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/adelsberg18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:20 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/AdelsbergS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/AnandakrishnanK17,
  author       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Anomaly Detection in Finance: Editors' Introduction},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {1--7},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/anandakrishnan18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/AnandakrishnanK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/CaoMVY17,
  author       = {Bokai Cao and
                  Mia Mao and
                  Siim Viidu and
                  Philip S. Yu},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Collective Fraud Detection Capturing Inter-Transaction Dependency},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {66--75},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/cao18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/CaoMVY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/Kashef17,
  author       = {Rasha F. Kashef},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Ensemble-Based Anomaly Detetction using Cooperative Learning},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {43--55},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/kashef18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/Kashef17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/KiY17,
  author       = {Youngjoon Ki and
                  Ji Won Yoon},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {{PD-FDS:} Purchase Density based Online Credit Card Fraud Detection
                  System},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {76--84},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/ki18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/KiY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/KucharS17,
  author       = {Jaroslav Kuchar and
                  Vojtech Sv{\'{a}}tek},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Spotlighting Anomalies using Frequent Patterns},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {33--42},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/kuchar18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/KucharS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/LasagaS17,
  author       = {Daniel Lasaga and
                  Prakash Santhana},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Deep Learning to Detect Medical Treatment Fraud},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {114--120},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/lasaga18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/LasagaS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/LoveASY17,
  author       = {David Love and
                  Nalin Aggarwal and
                  Alexander R. Statnikov and
                  Chao Yuan},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {An Automated System for Data Attribute Anomaly Detection},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {95--101},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/love18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/LoveASY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/MillerC17,
  author       = {Michelle R. Miller and
                  Robert Cezeaux},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Sleuthing for adverse outcomes: Using anomaly detection to identify
                  unusual behaviors of third-party agents},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {121--125},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/miller18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/MillerC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/RamG17,
  author       = {Parikshit Ram and
                  Alexander G. Gray},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Fraud Detection with Density Estimation Trees},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {85--94},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/ram18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/RamG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/ShabatSA17,
  author       = {Gil Shabat and
                  David Segev and
                  Amir Averbuch},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised
                  Methodologies: Present and Future trends},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {8--19},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/shabat18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ShabatSA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/ToledanoCBT17,
  author       = {Meir Toledano and
                  Ira Cohen and
                  Yonatan Ben{-}Simhon and
                  Inbal Tadeski},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Real-time anomaly detection system for time series at scale},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {56--65},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/toledano18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ToledanoCBT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/Ye17,
  author       = {Nong Ye},
  editor       = {Archana Anandakrishnan and
                  Senthil Kumar and
                  Alexander R. Statnikov and
                  Tanveer A. Faruquie and
                  Di Xu},
  title        = {Analytical Techniques for Anomaly Detection Through Features, Signal-Noise
                  Separation and Partial-Value Association},
  booktitle    = {Proceedings of the {KDD} 2017 Workshop on Anomaly Detection in Finance,
                  ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {71},
  pages        = {20--32},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v71/ye18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/Ye17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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