Philip K. Chan, Wei Fan, Andreas  Home/Search
Context Related
| columbia.edu/~andreas/pu...ISDM99.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: columbia.edu/~andr...publications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Credit card transactions continue to grow in number, taking a larger share of the US payment system, and have led to a higher rate of stolen account numbers and subsequent losses by banks. Hence, improved fraud detection has become essential to maintain the viability of the US payment system. Banks have been fielding early fraud warning systems for some years. We seek to improve upon the state-of-the-art in commercial practice via large scale data mining. Scalable techniques to analyze... (Update)
Cited by: More
Journal of Machine Learning Research 7 (2006) 1315--1338.. - Yi Zhang Yi-Zhang- (Correct)
Classifying under Computational Resource Constraints.. - Georey Webb Geoff (2005) (Correct)
Distributed Decision Tree Induction within The Grid Data.. - Hofer, Brezany (2004) (Correct)
Similar documents (at the sentence level): More
30.2%: Distributed Data Mining in Credit Card Fraud Detection - Chan, Fan, Prodromidis.. (1999) (Correct)
21.2%: Meta-Learning in Distributed Data Mining Systems: Issues.. - Prodromidis, Chan, al. (2000) (Correct)
13.2%: Learning with Non-uniform Class and Cost Distributions: Effects.. - Chan, al. (1998) (Correct)
Active bibliography (related documents): More All
0.1: Mining databases with different schemas: Integrating.. - Prodromidis (1998) (Correct)
0.1: Distributed Data Mining Bibliography - Hillol (Correct)
0.1: Effective and Efficient Pruning of Meta-Classifiers in a .. - Prodromidis, Stolfo.. (1998) (Correct)
Similar documents based on text: More All
0.5: Unsupervised Profiling Methods for Fraud Detection - Bolton, Hand (Correct)
0.5: Credit Card Fraud Detection Using Bayesian and Neural.. - Maes, Tuyls.. (Correct)
0.4: Credit Card Fraud Detection Using Meta-Learning.. - Stolfo, Fan, Lee.. (1997) (Correct)
Related documents from co-citation: More All
3: Data mining: Practical machine learning tools and techniques with Java implement.. (context) - Witten, Frank - 2000
3: Jam: Java agents for meta-learning over distributed databases - Stolfo, Prodromidis et al. - 1997
3: The kdd process for extracting useful knowledge from volumes of data - Fayyad, Piatetsky-Shapiro et al. - 1996
BibTeX entry: (Update)
P. Chan, W. Fan, A. Prodromidis, and S. Stolfo. Distributed data mining in credit card fraud detection. IEEE Intelligent Systems, pages 67--74, Nov/Dec 1999. http://citeseer.ist.psu.edu/article/chan99distributed.html More
@misc{ chan99distributed,
author = "P. Chan and W. Fan and A. Prodromidis and S. Stolfo",
title = "Distributed data mining in credit card fraud detection",
text = "P. Chan, W. Fan, A. Prodromidis, and S. Stolfo. Distributed data mining
in credit card fraud detection. IEEE Intelligent Systems, pages 67--74,
Nov/Dec 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/article/chan99distributed.html" }
Citations (may not include all citations):500 Experiments with a new boosting algorithm - Freund, Schapire - 1996
367 Stacked generalization - Wolpert - 1992
214 Improved boosting algorithms using confidence-rated predicti.. - Schapire, Singer - 1998
86 JAM: Java agents for meta-learning over distributed database.. - Stolfo, Prodromidis et al. - 1997
70 A data mining framework for building intrusion detection mod.. - Lee, Stolfo et al. - 1999
62 Pruning adaptive boosting - Margineantu, Dietterich - 1997
54 Meta-learning for multistrategy and parallel learning (context) - Chan, Stolfo - 1993
28 Adacost: Misclassification cost-sensitive boosting - Fan, Stolfo et al. - 1999
10 Mining databases with different schemas: Integrating imcompa.. - Prodromidis, Stolfo - 1998
7 Pruning classifiers in a distributed meta-learning system - Prodromidis, Stolfo et al. - 1998
3 Learning with non-uniform distributions: Effects and a multi.. (context) - Chan, Stolfo - 1999
2 Answering non-standard queries in distirbuted knowledge-base.. (context) - Ras - 1998
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.cs.columbia.edu/~andreas/publications/publications.html): More
Extensible Resource Management For Cluster Computing - Islam, Prodromidis.. (1996) (Correct)
A Comparative Evaluation of Meta-Learning Strategies over.. - Prodromidis, Stolfo (1999) (Correct)
JAM: Java Agents for Meta-Learning over Distributed.. - Stolfo, Prodromidis.. (1997) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC