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    DMIN
    2006
    293views Data Mining» more  DMIN 2006»
    Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study
    14 years 28 days ago
    Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study
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    This paper presents the results of classifying Arabic text documents using the N-gram frequency statistics technique employing a dissimilarity measure called the "Manhattan di...
    Laila Khreisat
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    DMIN
    2006
    138views Data Mining» more  DMIN 2006»
    Quantification of a Privacy Preserving Data Mining Transformation
    14 years 28 days ago
    Quantification of a Privacy Preserving Data Mining Transformation
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    Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
    Mohammed Ketel
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    DMIN
    2006
    156views Data Mining» more  DMIN 2006»
    Design of a data mining framework to mine generalized association rules in a web-based GIS
    14 years 28 days ago
    Design of a data mining framework to mine generalized association rules in a web-based GIS
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    A Geographic Information System allows to create and manage spatial data. Having many public users who create and edit objects in geographic maps, the question of data quality aris...
    Sebastian Haehnel, Johannes Hauf, Thomas Kudrass
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    DMIN
    2006
    239views Data Mining» more  DMIN 2006»
    Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification
    14 years 28 days ago
    Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification
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    In this paper, a pattern-based stock data mining approach which transforms the numeric stock data to symbolic sequences, carries out sequential and non-sequential association analy...
    Jo Ting, Tak-Chung Fu, Fu-Lai Chung
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    DMIN
    2006
    103views Data Mining» more  DMIN 2006»
    Modeling of the counter-examples and association rules interestingness measures behavior
    14 years 28 days ago
    Modeling of the counter-examples and association rules interestingness measures behavior
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    Association rules discovery is one of the most important tasks in Knowledge Discovery in Data Bases. Since the initial APRIORI algorithm, many efforts have been done in order to de...
    Benoît Vaillant, Stéphane Lallich, Ph...
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    DMIN
    2006
    151views Data Mining» more  DMIN 2006»
    Rough Set Theory: Approach for Similarity Measure in Cluster Analysis
    14 years 28 days ago
    Rough Set Theory: Approach for Similarity Measure in Cluster Analysis
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    - Clustering of data is an important data mining application. One of the problems with traditional partitioning clustering methods is that they partition the data into hard bound n...
    Shuchita Upadhyaya, Alka Arora, Rajni Jain
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    DMIN
    2006
    126views Data Mining» more  DMIN 2006»
    Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization
    14 years 28 days ago
    Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization
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    Mutation-based Evolutionary Algorithms, also known as Evolutionary Programming (EP) are commonly applied to Artificial Neural Networks (ANN) parameters optimization. This paper pre...
    Kristina Davoian, Alexander Reichel, Wolfram-Manfr...
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    DMIN
    2006
    115views Data Mining» more  DMIN 2006»
    Privacy Preserving in Clustering using Fuzzy Sets
    14 years 28 days ago
    Privacy Preserving in Clustering using Fuzzy Sets
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    Data mining techniques, in spite of their benefit in a wide range of applications have also raised threat to privacy and data security. This paper addresses the problem of preservi...
    S. Srinivasa Rao 0002, K. V. S. V. N. Raju, P. Kus...
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    DMIN
    2006
    132views Data Mining» more  DMIN 2006»
    Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm
    14 years 28 days ago
    Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm
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    Discovering accurate and interesting classification rules is a significant task in the post-processing stage of a data mining (DM) process. Therefore, an optimization problem exis...
    Janaki Gopalan, Reda Alhajj, Ken Barker
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    DMIN
    2006
    98views Data Mining» more  DMIN 2006»
    Feature Similarity Based Redundancy Reduction for Gene Selection
    14 years 28 days ago
    Feature Similarity Based Redundancy Reduction for Gene Selection
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    Xuezheng Fu, Feng Tan, Hao Wang, Yanqing Zhang, Ro...
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