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    MLDM
    2009
    Springer
    117views Machine Learning» more  MLDM 2009»
    Assisting Data Mining through Automated Planning
    14 years 1 months ago
    Assisting Data Mining through Automated Planning
    Download  www.plg.inf.uc3m.es
    The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
    Fernando Fernández, Daniel Borrajo, Susana ...
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    KDD
    2009
    ACM
    191views Data Mining» more  KDD 2009»
    Improving data mining utility with projective sampling
    14 years 1 months ago
    Improving data mining utility with projective sampling
    Download  www-ai.cs.uni-dortmund.de
    Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
    Mark Last
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    ICS
    2009
    Tsinghua U.
    113views Distributed And Parallel Com...» more  ICS 2009»
    A translation system for enabling data mining applications on GPUs
    14 years 1 months ago
    A translation system for enabling data mining applications on GPUs
    Download  www.cse.ohio-state.edu
    Modern GPUs offer much computing power at a very modest cost. Even though CUDA and other related recent developments are accelerating the use of GPUs for general purpose applicati...
    Wenjing Ma, Gagan Agrawal
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    HAIS
    2009
    Springer
    101views Artificial Intelligence» more  HAIS 2009»
    Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments
    14 years 1 months ago
    Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments
    Download  www.albertorriols.net
    Network vulnerability assessments collect large amounts of data to be further analyzed by security experts. Data mining and, particularly, unsupervised learning can help experts an...
    Guiomar Corral, A. Garcia-Piquer, Albert Orriols-P...
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    CIKM
    2009
    Springer
    256views Information Technology» more  CIKM 2009»
    A novel approach for privacy mining of generic basic association rules
    14 years 1 months ago
    A novel approach for privacy mining of generic basic association rules
    Download  hal-lirmm.ccsd.cnrs.fr
    Data mining can extract important knowledge from large data collections - but sometimes these collections are split among various parties. Privacy concerns may prevent the parties...
    Moez Waddey, Pascal Poncelet, Sadok Ben Yahia
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    PAKDD
    2010
    ACM
    212views Data Mining» more  PAKDD 2010»
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    14 years 1 months ago
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    Download  www.cs.waikato.ac.nz
    Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
    Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...
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    PAKDD
    2010
    ACM
    117views Data Mining» more  PAKDD 2010»
    BASSET: Scalable Gateway Finder in Large Graphs
    14 years 1 months ago
    BASSET: Scalable Gateway Finder in Large Graphs
    Download  eliassi.org
    Given a social network, who is the best person to introduce you to, say, Chris Ferguson, the poker champion? Or, given a network of people and skills, who is the best person to he...
    Hanghang Tong, Spiros Papadimitriou, Christos Falo...
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    PAKDD
    2010
    ACM
    151views Data Mining» more  PAKDD 2010»
    Ensemble Learning Based on Multi-Task Class Labels
    14 years 1 months ago
    Ensemble Learning Based on Multi-Task Class Labels
    Download  homepage.fudan.edu.cn
    Abstract. It is well known that diversity among component classifiers is crucial for constructing a strong ensemble. Most existing ensemble methods achieve this goal through resam...
    Qing Wang, Liang Zhang
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    PAKDD
    2010
    ACM
    189views Data Mining» more  PAKDD 2010»
    Subsequence Matching of Stream Synopses under the Time Warping Distance
    14 years 1 months ago
    Subsequence Matching of Stream Synopses under the Time Warping Distance
    Download  gra103.aca.ntu.edu.tw
    In this paper, we propose a method for online subsequence matching between histogram-based stream synopsis structures under the dynamic warping distance. Given a query synopsis pat...
    Su-Chen Lin, Mi-Yen Yeh, Ming-Syan Chen
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    PAKDD
    2010
    ACM
    130views Data Mining» more  PAKDD 2010»
    A New Framework for Dissimilarity and Similarity Learning
    14 years 1 months ago
    A New Framework for Dissimilarity and Similarity Learning
    Download  cui.unige.ch
    Adam Woznica, Alexandros Kalousis
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