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    KDD
    2007
    ACM
    202views Data Mining» more  KDD 2007»
    Support feature machine for classification of abnormal brain activity
    14 years 9 months ago
    Support feature machine for classification of abnormal brain activity
    Download  dimacs.rutgers.edu
    In this study, a novel multidimensional time series classification technique, namely support feature machine (SFM), is proposed. SFM is inspired by the optimization model of suppo...
    Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C...
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    KDD
    2007
    ACM
    186views Data Mining» more  KDD 2007»
    Content-based document routing and index partitioning for scalable similarity-based searches in a large corpus
    14 years 9 months ago
    Content-based document routing and index partitioning for scalable similarity-based searches in a large corpus
    Download  www.ssrc.ucsc.edu
    We present a document routing and index partitioning scheme for scalable similarity-based search of documents in a large corpus. We consider the case when similarity-based search ...
    Deepavali Bhagwat, Kave Eshghi, Pankaj Mehra
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    KDD
    2007
    ACM
    191views Data Mining» more  KDD 2007»
    Modeling relationships at multiple scales to improve accuracy of large recommender systems
    14 years 9 months ago
    Modeling relationships at multiple scales to improve accuracy of large recommender systems
    Download  public.research.att.com
    The collaborative filtering approach to recommender systems predicts user preferences for products or services by learning past useritem relationships. In this work, we propose no...
    Robert M. Bell, Yehuda Koren, Chris Volinsky
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    KDD
    2007
    ACM
    154views Data Mining» more  KDD 2007»
    An event-based framework for characterizing the evolutionary behavior of interaction graphs
    14 years 9 months ago
    An event-based framework for characterizing the evolutionary behavior of interaction graphs
    Download  www.cse.ohio-state.edu
    Interaction graphs are ubiquitous in many fields such as bioinformatics, sociology and physical sciences. There have been many studies in the literature targeted at studying and m...
    Sitaram Asur, Srinivasan Parthasarathy, Duygu Ucar
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    KDD
    2007
    ACM
    209views Data Mining» more  KDD 2007»
    Temporal causal modeling with graphical granger methods
    14 years 9 months ago
    Temporal causal modeling with graphical granger methods
    Download  www.cs.cmu.edu
    The need for mining causality, beyond mere statistical correlations, for real world problems has been recognized widely. Many of these applications naturally involve temporal data...
    Andrew Arnold, Yan Liu, Naoki Abe
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    KDD
    2007
    ACM
    136views Data Mining» more  KDD 2007»
    On string classification in data streams
    14 years 9 months ago
    On string classification in data streams
    Download  www.charuaggarwal.net
    Charu C. Aggarwal, Philip S. Yu
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    KDD
    2007
    ACM
    152views Data Mining» more  KDD 2007»
    A framework for classification and segmentation of massive audio data streams
    14 years 9 months ago
    A framework for classification and segmentation of massive audio data streams
    Download  www.charuaggarwal.net
    In recent years, the proliferation of VOIP data has created a number of applications in which it is desirable to perform quick online classification and recognition of massive voi...
    Charu C. Aggarwal
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    KDD
    2007
    ACM
    146views Data Mining» more  KDD 2007»
    Predictive discrete latent factor models for large scale dyadic data
    14 years 9 months ago
    Predictive discrete latent factor models for large scale dyadic data
    Download  cseweb.ucsd.edu
    Deepak Agarwal, Srujana Merugu
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    KDD
    2007
    ACM
    165views Data Mining» more  KDD 2007»
    Efficient and effective explanation of change in hierarchical summaries
    14 years 9 months ago
    Efficient and effective explanation of change in hierarchical summaries
    Download  www.cs.ucr.edu
    Dimension attributes in data warehouses are typically hierarchical (e.g., geographic locations in sales data, URLs in Web traffic logs). OLAP tools are used to summarize the measu...
    Deepak Agarwal, Dhiman Barman, Dimitrios Gunopulos...
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    KDD
    2007
    ACM
    231views Data Mining» more  KDD 2007»
    Xproj: a framework for projected structural clustering of xml documents
    14 years 9 months ago
    Xproj: a framework for projected structural clustering of xml documents
    Download  www.cs.rpi.edu
    XML has become a popular method of data representation both on the web and in databases in recent years. One of the reasons for the popularity of XML has been its ability to encod...
    Charu C. Aggarwal, Na Ta, Jianyong Wang, Jianhua F...
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