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    PAKDD
    2009
    ACM
    157views Data Mining» more  PAKDD 2009»
    Analysis of Variational Bayesian Matrix Factorization
    13 years 9 months ago
    Analysis of Variational Bayesian Matrix Factorization
    Download  sugiyama-www.cs.titech.ac.jp
    Abstract. Recently, the variational Bayesian approximation was applied to probabilistic matrix factorization and shown to perform very well in experiments. However, its good perfor...
    Shinichi Nakajima, Masashi Sugiyama
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    PAKDD
    2009
    ACM
    118views Data Mining» more  PAKDD 2009»
    A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences
    13 years 9 months ago
    A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences
    Download  www-ikn.ist.hokudai.ac.jp
    Takashi Katoh, Hiroki Arimura, Kouichi Hirata
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    PAKDD
    2009
    ACM
    123views Data Mining» more  PAKDD 2009»
    Clustering with Lower Bound on Similarity
    13 years 9 months ago
    Clustering with Lower Bound on Similarity
    Download  www.cs.rpi.edu
    We propose a new method, called SimClus, for clustering with lower bound on similarity. Instead of accepting k the number of clusters to find, the alternative similarity-based app...
    Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi,...
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    PAKDD
    2009
    ACM
    171views Data Mining» more  PAKDD 2009»
    Detecting Abnormal Events via Hierarchical Dirichlet Processes
    13 years 9 months ago
    Detecting Abnormal Events via Hierarchical Dirichlet Processes
    Download  www.cse.ust.hk
    Abstract. Detecting abnormal event from video sequences is an important problem in computer vision and pattern recognition and a large number of algorithms have been devised to tac...
    Xian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu
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    PAKDD
    2009
    ACM
    233views Data Mining» more  PAKDD 2009»
    A Kernel Framework for Protein Residue Annotation
    13 years 9 months ago
    A Kernel Framework for Protein Residue Annotation
    Download  glaros.dtc.umn.edu
    Abstract. Over the last decade several prediction methods have been developed for determining structural and functional properties of individual protein residues using sequence and...
    Huzefa Rangwala, Christopher Kauffman, George Kary...
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    PAKDD
    2009
    ACM
    225views Data Mining» more  PAKDD 2009»
    Accurate Synthetic Generation of Realistic Personal Information
    13 years 9 months ago
    Accurate Synthetic Generation of Realistic Personal Information
    Download  cs.anu.edu.au
    A large proportion of the massive amounts of data that are being collected by many organisations today is about people, and often contains identifying information like names, addre...
    Peter Christen, Agus Pudjijono
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    PAKDD
    2009
    ACM
    149views Data Mining» more  PAKDD 2009»
    A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
    13 years 9 months ago
    A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
    Download  www.hutter1.net
    Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection met...
    Ke Zhang, Marcus Hutter, Huidong Jin
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    PAKDD
    2009
    ACM
    94views Data Mining» more  PAKDD 2009»
    Item Preference Parameters from Grouped Ranking Observations
    13 years 9 months ago
    Item Preference Parameters from Grouped Ranking Observations
    Download  www.murata.elec.waseda.ac.jp
    Given a set of rating data for a set of items, determining the values of items is a matter of importance and various probability models have been proposed. The Plackett-Luce model ...
    Hideitsu Hino, Yu Fujimoto, Noboru Murata
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    PAKDD
    2009
    ACM
    89views Data Mining» more  PAKDD 2009»
    Interval Data Classification under Partial Information: A Chance-Constraint Approach
    13 years 9 months ago
    Interval Data Classification under Partial Information: A Chance-Constraint Approach
    Download  www.cse.iitb.ac.in
    Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Ch...
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    PAKDD
    2009
    ACM
    102views Data Mining» more  PAKDD 2009»
    Detecting Link Hijacking by Web Spammers
    13 years 11 months ago
    Detecting Link Hijacking by Web Spammers
    Download  www.tkl.iis.u-tokyo.ac.jp
    Young-joo Chung, Masashi Toyoda, Masaru Kitsuregaw...
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