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    KDD
    2003
    ACM
    175views Data Mining» more  KDD 2003»
    Weighted Association Rule Mining using weighted support and significance framework
    14 years 11 months ago
    Weighted Association Rule Mining using weighted support and significance framework
    Download  eprints.ecs.soton.ac.uk
    We address the issues of discovering significant binary relationships in transaction datasets in a weighted setting. Traditional model of association rule mining is adapted to han...
    Feng Tao, Fionn Murtagh, Mohsen Farid
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    KDD
    2003
    ACM
    191views Data Mining» more  KDD 2003»
    Assessment and pruning of hierarchical model based clustering
    14 years 11 months ago
    Assessment and pruning of hierarchical model based clustering
    Download  www.stat.washington.edu
    The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
    Jeremy Tantrum, Alejandro Murua, Werner Stuetzle
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    KDD
    2003
    ACM
    142views Data Mining» more  KDD 2003»
    Mining phenotypes and informative genes from gene expression data
    14 years 11 months ago
    Mining phenotypes and informative genes from gene expression data
    Download  www.cs.sfu.ca
    Mining microarray gene expression data is an important research topic in bioinformatics with broad applications. While most of the previous studies focus on clustering either gene...
    Chun Tang, Aidong Zhang, Jian Pei
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    KDD
    2003
    ACM
    122views Data Mining» more  KDD 2003»
    Discovery of climate indices using clustering
    14 years 11 months ago
    Discovery of climate indices using clustering
    Download  www-users.cs.umn.edu
    To analyze the effect of the oceans and atmosphere on land climate, Earth Scientists have developed climate indices, which are time series that summarize the behavior of selected ...
    Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Ste...
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    KDD
    2003
    ACM
    118views Data Mining» more  KDD 2003»
    Generating English summaries of time series data using the Gricean maxims
    14 years 11 months ago
    Generating English summaries of time series data using the Gricean maxims
    Download  www.csd.abdn.ac.uk
    We are developing technology for generating English textual summaries of time-series data, in three domains: weather forecasts, gas-turbine sensor readings, and hospital intensive...
    Somayajulu Sripada, Ehud Reiter, Jim Hunter, Jin Y...
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    KDD
    2003
    ACM
    142views Data Mining» more  KDD 2003»
    Frequent-subsequence-based prediction of outer membrane proteins
    14 years 11 months ago
    Frequent-subsequence-based prediction of outer membrane proteins
    Download  www.cs.sfu.ca
    A number of medically important disease-causing bacteria (collectively called Gram-negative bacteria) are noted for the extra "outer" membrane that surrounds their cell....
    Rong She, Fei Chen 0002, Ke Wang, Martin Ester, Je...
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    KDD
    2003
    ACM
    162views Data Mining» more  KDD 2003»
    Improving spatial locality of programs via data mining
    14 years 11 months ago
    Improving spatial locality of programs via data mining
    Download  www.cs.rpi.edu
    In most computer systems, page fault rate is currently minimized by generic page replacement algorithms which try to model the temporal locality inherent in programs. In this pape...
    Karlton Sequeira, Mohammed Javeed Zaki, Boleslaw K...
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    KDD
    2003
    ACM
    157views Data Mining» more  KDD 2003»
    Cross-training: learning probabilistic mappings between topics
    14 years 11 months ago
    Cross-training: learning probabilistic mappings between topics
    Download  www.it.iitb.ac.in
    Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
    Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godb...
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    KDD
    2003
    ACM
    144views Data Mining» more  KDD 2003»
    Clinical and financial outcomes analysis with existing hospital patient records
    14 years 11 months ago
    Clinical and financial outcomes analysis with existing hospital patient records
    Download  www.cs.cmu.edu
    Existing patient records are a valuable resource for automated outcomes analysis and knowledge discovery. However, key clinical data in these records is typically recorded in unst...
    R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Ni...
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    KDD
    2003
    ACM
    111views Data Mining» more  KDD 2003»
    Critical event prediction for proactive management in large-scale computer clusters
    14 years 11 months ago
    Critical event prediction for proactive management in large-scale computer clusters
    Download  adam.oliner.net
    Adam J. Oliner, Anand Sivasubramaniam, Irina Rish,...
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