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    DMIN
    2007
    226views Data Mining» more  DMIN 2007»
    Generative Oversampling for Mining Imbalanced Datasets
    13 years 10 months ago
    Generative Oversampling for Mining Imbalanced Datasets
    Download  www.ideal.ece.utexas.edu
    — One way to handle data mining problems where class prior probabilities and/or misclassification costs between classes are highly unequal is to resample the data until a new, d...
    Alexander Liu, Joydeep Ghosh, Cheryl Martin
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    DMIN
    2007
    183views Data Mining» more  DMIN 2007»
    Crawling Attacks Against Web-based Recommender Systems
    13 years 10 months ago
    Crawling Attacks Against Web-based Recommender Systems
    Download  maya.cs.depaul.edu
    —User profiles derived from Web navigation data are used in important e-commerce applications such as Web personalization, recommender systems, and Web analytics. In the open en...
    Runa Bhaumik, Robin D. Burke, Bamshad Mobasher
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    DMIN
    2007
    90views Data Mining» more  DMIN 2007»
    On Minimal Infrequent Itemset Mining
    13 years 10 months ago
    On Minimal Infrequent Itemset Mining
    Download  mavdisk.mnsu.edu
    —A new algorithm for minimal infrequent itemset mining is presented. Potential applications of finding infrequent itemsets include statistical disclosure risk assessment, bioinf...
    David J. Haglin, Anna M. Manning
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    DMIN
    2007
    161views Data Mining» more  DMIN 2007»
    Efficient Summarization Based On Categorized Keywords
    13 years 10 months ago
    Efficient Summarization Based On Categorized Keywords
    Download  ru6.cti.gr
    —The information that exists on the World Wide Web is enormous enough in order to distract the users when trying to find useful information. In order to overcome the large amount...
    Christos Bouras, Vassilis Poulopoulos, Vassilis Ts...
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    DMIN
    2007
    85views Data Mining» more  DMIN 2007»
    A Clustering Approach for Achieving Data Privacy
    13 years 10 months ago
    A Clustering Approach for Achieving Data Privacy
    Download  www.nku.edu
    Abstract — New privacy regulations together with everincreasing data availability and computational power have created a huge interest in data privacy research. One major researc...
    Alina Campan, Traian Marius Truta, John Miller, Ra...
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    DMIN
    2007
    158views Data Mining» more  DMIN 2007»
    Mining Frequent Itemsets Using Re-Usable Data Structure
    13 years 10 months ago
    Mining Frequent Itemsets Using Re-Usable Data Structure
    Download  www.cs.purdue.edu
    - Several algorithms have been introduced for mining frequent itemsets. The recent datasettransformation approach suffers either from the possible increasing in the number of struc...
    Mohamed Yakout, Alaaeldin M. Hafez, Hussein Aly
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    DMIN
    2007
    91views Data Mining» more  DMIN 2007»
    Instance Ranking using Ensemble Spread
    13 years 10 months ago
    Instance Ranking using Ensemble Spread
    Download  www.mendeley.com
    - This paper investigates a technique for predicting ensemble uncertainty originally proposed in the weather forecasting domain. The overall purpose is to find out if the technique...
    Rikard König, Ulf Johansson, Lars Niklasson
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    DMIN
    2007
    168views Data Mining» more  DMIN 2007»
    On Clustering Users' Behaviors in Video Sessions
    13 years 10 months ago
    On Clustering Users' Behaviors in Video Sessions
    Download  www.cs.umb.edu
    We study the extraction of characteristics of user behavior in video session encoded as stochastic matrices of finite Markov chain. These behaviors are clustered using a dissimil...
    Sylvain Mongy, Chabane Djeraba, Dan A. Simovici
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    CSREASAM
    2008
    99views Security Privacy» more  CSREASAM 2008»
    A Multi-Layered Approach to Botnet Detection
    13 years 10 months ago
    A Multi-Layered Approach to Botnet Detection
    Download  digital.cs.usu.edu
    Robert F. Erbacher, Adele Cutler, Pranab Banerjee,...
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    EDM
    2010
    309views Data Mining» more  EDM 2010»
    A Case Study: Data Mining Applied to Student Enrollment
    13 years 10 months ago
    A Case Study: Data Mining Applied to Student Enrollment
    Download  educationaldatamining.org
    One of the main problems faced by university students is deciding the right learning path based on available information such as courses, schedules and professors. In this context,...
    César Vialardi Sacín, Jorge Chue, Al...
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