Welcome to DiSC
Journals
TODS '06/'07
VLDBJ '06/'07
Forums
SIGKDD Explor. '06/'07
SIGIR Forum '06/'07
SIGMOD Record '06/'07
Conferences
ADC '06
APCCM '06
CIKM '06
CIKM '07
ER '05
ER '06
Hypertext '06
Hypertext '07
JCDL '06
JCDL '07
MIR '06
MIR '07
PODS '06
PODS '07
SIGIR '06
SIGIR '07
SIGKDD '06
SIGKDD '07
SIGMOD '06
SIGMOD '07
VLDB '06
VLDB '07
Symposiums
ACM-GIS '06
ACM-GIS '07
SBBD '06
SBBD '07
Workshops
CVDB '07
DaMoN '06
DaMoN '07
DOLAP '06
DOLAP '07
ExpDB '06
ExpDB '07
HIKM '06
IDAR '07
MobiDE '06
MobiDE '07
WebDB '06
WebDB '07
WIDM '06
WIDM '07
XIME-P '06
XIME-P '07
Videos
SIGMOD '07
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Volume 8 (papers published in 2006) and
Volume 9 (papers published in 2007)
SIGKDD Explorations
are located on this DVD.
You may use the "  PDF"
link to retrieve the paper,
and the other links to find more information on the paper.
Contents
Volume 8, Number 1
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Gabor Melli, Osmar R. Zaïane, Brendan Kitts
Introduction to the special issue on successful real-world data mining applications 1-2
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R. Bharat Rao, Sriram Krishnan, Radu Stefan Niculescu
Data mining for improved cardiac care 3-10
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Dave DeBarr, Zachary Eyler-Walker
Closing the gap: automated screening of tax returns to identify egregious tax shelters 11-16
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Nitin Agarwal, Huan Liu, Jianping Zhang
Blocking objectionable web content by leveraging multiple information sources 17-26
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Edmund Freeman, Gabor Melli
Championing of an LTV model at LTC 27-32
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Yiannis Kanellopoulos, Thimios Dimopulos, Christos Tjortjis, Christos Makris
Mining source code elements for comprehending object-oriented systems and evaluating their maintainability 33-40
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Rayid Ghani, Katharina Probst, Yan Liu, Marko Krema, Andrew E. Fano
Text mining for product attribute extraction 41-48
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Sung Ho Ha, Sang-Chan Park
Service quality improvement through business process management based on data mining 49-56
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Pramod Singh, A. Charles Thomas, Ariel Sepulveda
Market basket recommendations for the HP SMB store 57-64
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Carlos André R. Pinheiro, Alexandre Evsukoff, Nelson F. F. Ebecken
Revenue recovering with insolvency prevention on a Brazilian telecom operator 65-70
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Frank Lemke, Emilio Benfenati, Johann-Adolf Müller
Data-driven modeling and prediction of acute toxicity of pesticide residues 71-79
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Chris Bailey-Kellogg, Naren Ramakrishnan, Madhav V. Marathe
Spatial data mining to support pandemic preparedness 80-82
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Ronald K. Pearson
The problem of disguised missing data 83-92
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Sadok Ben Yahia, Tarek Hamrouni, Engelbert Mephu Nguifo
Frequent closed itemset based algorithms: a thorough structural and analytical survey 93-104
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Volume 8, Number 2
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Chih Lai, Taras Rafa, Dwight E. Nelson
Mining motion patterns using color motion map clustering 3-10
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Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
Client-side web mining for community formation in peer-to-peer environments 11-20
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Jian Xu, Wei Wang, Jian Pei, Xiaoyuan Wang, Baile Shi, Ada Wai-Chee Fu
Utility-based anonymization for privacy preservation with less information loss 21-30
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Gary M. Weiss, Ye Tian
Maximizing classifier utility when training data is costly 31-38
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Terran Lane, Bharat Rao, Jinbo Bi, Jianming Liang, Marcos Salganicoff
On the medical frontier: the 2006 KDD Cup competition and results 39-46
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Robert M. Bell, Patrick Haffner, Chris Volinsky
Modifying boosted trees to improve performance on task 1 of the 2006 KDD challenge cup 47-52
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Domonkos Tikk, Zsolt Tivadar Kardkovács, Ferenc Szidarovszky
Voting with a parameterized veto strategy: solving the KDD Cup 2006 problem by means of a classifier committee 53-62
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William Perrizo, Amal Perera
Parameter optimized, vertical, nearest-neighbor-vote and boundary-based classification 63-69
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Gregory Piatetsky-Shapiro, Chabane Djeraba, Lise Getoor, Robert Grossman, Ronen Feldman, Mohammed Javeed Zaki
What are the grand challenges for data mining?: KDD-2006 panel report 70-77
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Mohammed J. Zaki, George Karypis, Jiong Yang
BIOKDD06: data mining in Bioinformatics 78
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Rayid Ghani, Carlos Soares
Data mining for business applications: KDD-2006 workshop 79-81
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Robert L. Grossman
KDD workshop on data mining standards, services & platforms (DM-SSP) 2006 82-83
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Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand
WebKDD 2006: web mining and web usage analysis post-workshop report 84-89
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K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy
Network reconstruction from dynamic data 90-91
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Zhongfei Zhang, Florent Masseglia, Ramesh Jain, Alberto Del Bimbo
KDD/MDM 2006: The 7th KDD Multimedia Data Mining workshop report 92-95
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Tao Li, Chang-Shing Perng
KDD-2006 workshop report: Theory and Practice of Temporal Data Mining 96-97
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Bianca Zadrozny, Gary Weiss, Maytal Saar-Tsechansky
UBDM 2006: Utility-Based Data Mining 2006 workshop report 98-101
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Maria E. Orlowska, Xingzhi Sun, Xue Li
Can exclusive clustering on streaming data be achieved? 102-108
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Volume 9, Number 1
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Raymond T. Ng, Jian Pei
Introduction to the special issue on data mining for health informatics 1-2
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Donny Soh, Difeng Dong, Yike Guo, Limsoon Wong
Enabling more sophisticated gene expression analysis for understanding diseases and optimizing treatments 3-13
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Emre Karakoç, Artem Cherkasov, Süleyman Cenk Sahinalp
Novel approaches for small biomolecule classification and structural similarity search 14-21
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Yu Chen, Lars Henning Pedersen, Wesley W. Chu, Jorn Olsen
Drug exposure side effects from mining pregnancy data 22-29
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Chengcui Zhang, Wei-bang Chen, Lin Yang, Xin Chen, John K. Johnstone
Automatic in vivo microscopy video mining for leukocytes 30-37
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Gregory Piatetsky-Shapiro
Interview with Simon Funk 38-40
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Fabian Mörchen
Unsupervised pattern mining from symbolic temporal data 41-55
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Saso Dzeroski, Jan Struyf
5th international workshop on knowledge discovery in inductive databases (KDID'06): workshop report 56-58
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Volume 9, Number 2
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Daniel A. Keim, Jörn Schneidewind
Introduction 3-4
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Ira Assent, Ralph Krieger, Emmanuel Müller, Thomas Seidl
VISA: visual subspace clustering analysis 5-12
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Hyunmo Kang, Lise Getoor, Lisa Singh
Visual analysis of dynamic group membership in temporal social networks 13-21
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Di Yang, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward
Managing discoveries in the visual analytics process 22-29
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Tobias Schreck, Tatiana Tekusova, Jörn Kohlhammer, Dieter W. Fellner
Trajectory-based visual analysis of large financial time series data 30-37
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Gennady L. Andrienko, Natalia V. Andrienko, Stefan Wrobel
Visual analytics tools for analysis of movement data 38-46
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Gregory Piatetsky-Shapiro
Interview with Jon Kleinberg 47-50
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James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk
KDD Cup and workshop 2007 51-52
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Miklós Kurucz, András A. Benczúr, Tamás Kiss, István Nagy, Adrienn Szabó, Balázs Torma
KDD Cup 2007 task 1 winner report 53-56
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Jorge Sueiras, Alfonso Salafranca, José Luis Flórez
A classical predictive modeling approach for task "Who rated what?" of the KDD CUP 2007 57-61
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Yan Liu, Zhenzhen Kou
Predicting who rated what in large-scale datasets 62-65
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Saharon Rosset, Claudia Perlich, Yan Liu
Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report 66-69
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Jorge Sueiras, Daniel Vélez, José Luis Flórez
A combination of approaches to solve task "How Many Ratings" of the KDD CUP 2007 70-74
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Robert M. Bell, Yehuda Koren
Lessons from the Netflix prize challenge 75-79
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Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Major components of the gravity recommendation system 80-83
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Longbing Cao, Chengqi Zhang, Yanchang Zhao, Philip S. Yu, Graham Williams
DDDM2007: Domain Driven Data Mining 84-86
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Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum
WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report 87-92
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Francesco Bonchi, Elena Ferrari, Bradley Malin, Yücel Saygin
PinKDD'07: privacy, security, and trust in KDD post-workshop report 93-95
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Ying Li, Arun C. Surendran, Dou Shen
Data mining and audience intelligence for advertising 96-99
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Diane Lambert, Daryl Pregibon
More bang for their bucks: assessing new features for online advertisers 100-107
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Copyright ©2010 Association for Computing Machinery
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