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    KDD
    2008
    ACM
    202views Data Mining» more  KDD 2008»
    Data and Structural k-Anonymity in Social Networks
    14 years 5 months ago
    Data and Structural k-Anonymity in Social Networks
    Download  www.nku.edu
    The advent of social network sites in the last years seems to be a trend that will likely continue. What naive technology users may not realize is that the information they provide...
    Alina Campan, Traian Marius Truta
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    KDD
    2008
    ACM
    175views Data Mining» more  KDD 2008»
    Geocode Matching and Privacy Preservation
    14 years 5 months ago
    Geocode Matching and Privacy Preservation
    Download  cs.anu.edu.au
    Geocoding is the process of matching addresses to geographic locations, such as latitudes and longitudes, or local census areas. In many applications, addresses are the key to geo-...
    Peter Christen
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    KDD
    2008
    ACM
    264views Data Mining» more  KDD 2008»
    Stable feature selection via dense feature groups
    14 years 5 months ago
    Stable feature selection via dense feature groups
    Download  www.cs.binghamton.edu
    Many feature selection algorithms have been proposed in the past focusing on improving classification accuracy. In this work, we point out the importance of stable feature selecti...
    Lei Yu, Chris H. Q. Ding, Steven Loscalzo
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    KDD
    2008
    ACM
    181views Data Mining» more  KDD 2008»
    Fastanova: an efficient algorithm for genome-wide association study
    14 years 5 months ago
    Fastanova: an efficient algorithm for genome-wide association study
    Download  www.cs.unc.edu
    Studying the association between quantitative phenotype (such as height or weight) and single nucleotide polymorphisms (SNPs) is an important problem in biology. To understand und...
    Xiang Zhang, Fei Zou, Wei Wang 0010
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    KDD
    2008
    ACM
    195views Data Mining» more  KDD 2008»
    Anomaly pattern detection in categorical datasets
    14 years 5 months ago
    Anomaly pattern detection in categorical datasets
    Download  www.cs.cmu.edu
    We propose a new method for detecting patterns of anomalies in categorical datasets. We assume that anomalies are generated by some underlying process which affects only a particu...
    Kaustav Das, Jeff G. Schneider, Daniel B. Neill
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    KDD
    2008
    ACM
    156views Data Mining» more  KDD 2008»
    Unsupervised deduplication using cross-field dependencies
    14 years 5 months ago
    Unsupervised deduplication using cross-field dependencies
    Download  www.cs.umass.edu
    Recent work in deduplication has shown that collective deduplication of different attribute types can improve performance. But although these techniques cluster the attributes col...
    Robert Hall, Charles A. Sutton, Andrew McCallum
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    KDD
    2008
    ACM
    209views Data Mining» more  KDD 2008»
    Combinational collaborative filtering for personalized community recommendation
    14 years 5 months ago
    Combinational collaborative filtering for personalized community recommendation
    Download  infolab.stanford.edu
    Rapid growth in the amount of data available on social networking sites has made information retrieval increasingly challenging for users. In this paper, we propose a collaborativ...
    WenYen Chen, Dong Zhang, Edward Y. Chang
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    KDD
    2008
    ACM
    274views Data Mining» more  KDD 2008»
    Data mining using high performance data clouds: experimental studies using sector and sphere
    14 years 5 months ago
    Data mining using high performance data clouds: experimental studies using sector and sphere
    Download  www.rgrossman.com
    We describe the design and implementation of a high performance cloud that we have used to archive, analyze and mine large distributed data sets. By a cloud, we mean an infrastruc...
    Robert L. Grossman, Yunhong Gu
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    KDD
    2008
    ACM
    140views Data Mining» more  KDD 2008»
    On updates that constrain the features' connections during learning
    14 years 5 months ago
    On updates that constrain the features' connections during learning
    Download  www.omadani.net
    In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
    Omid Madani, Jian Huang 0002
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    KDD
    2008
    ACM
    135views Data Mining» more  KDD 2008»
    Feedback effects between similarity and social influence in online communities
    14 years 5 months ago
    Feedback effects between similarity and social influence in online communities
    Download  www.cs.cornell.edu
    David J. Crandall, Dan Cosley, Daniel P. Huttenloc...
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