Applied Artificial Intelligence, Volume 17, Issue 5-6 (2003)

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Applied Artificial Intelligence, Volume 17, Issue 5-6 (2003)

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Original Articles

Article
Data preparation for data mining
Shichao Zhang, Chengqi Zhang & Qiang Yang
Pages: 375-381
Published online: 30 Nov 2010
AbstractforData preparation for data mining | PDF (82.2 KB)
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Article
An agent-based hybrid framework for database mining
Zili Zhang, Chengqi Zhang & Shichao Zhang
Pages: 383-398
Published online: 30 Nov 2010
AbstractforAn agent-based hybrid framework for database mining | PDF (290.8 KB)
  • 143 Views
  • 14 CrossRef citations
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Article
Ga s rule for knowledge discovery
Nik Nailah Binti Abdullah, Michel Liquière & Stefano A. Cerri
Pages: 399-417
Published online: 30 Nov 2010
AbstractforGa s rule for knowledge discovery | PDF (217 KB)
  • 81 Views
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Article
Pre-processing of high-dimensional categorical predictors in classification settings
Eugene Tuv & George Runger
Pages: 419-429
Published online: 30 Nov 2010
AbstractforPre-processing of high-dimensional categorical predictors in classification settings | PDF (239.1 KB)
  • 180 Views
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Article
Web-log cleaning for constructing sequential classifiers
Qiang Yang, Tianyiian Li & Ke Wang
Pages: 431-441
Published online: 30 Nov 2010
AbstractforWeb-log cleaning for constructing sequential classifiers | PDF (216.7 KB)
  • 121 Views
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Article
Cooperative strategy for web data mining and cleaning
Yuefeng Li, Chengqi Zhang & Shichao Zhang
Pages: 443-460
Published online: 30 Nov 2010
AbstractforCooperative strategy for web data mining and cleaning | PDF (256.5 KB)
  • 156 Views
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Article
Summarization and categorization of text data in high-level data cleaning for information retrieval
M. Saravanan, P. C. Reghu Raj & S. Raman
Pages: 461-474
Published online: 30 Nov 2010
AbstractforSummarization and categorization of text data in high-level data cleaning for information retrieval | PDF (173.3 KB)
  • 426 Views
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Article
Feature selection for the naive bayesian classifier using decision trees
Chotirat "ann" Ratanamahatana & Dimitrios Gunopulos
Pages: 475-487
Published online: 30 Nov 2010
AbstractforFeature selection for the naive bayesian classifier using decision trees | PDF (157.1 KB)
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Article
A feature selection bayesian approach for extracting classification rules with a clustering genetic algorithm
Estevam R. Hruschka JR., Eduardo R. Hruschka & Nelson F. F. Ebecken
Pages: 489-506
Published online: 30 Nov 2010
AbstractforA feature selection bayesian approach for extracting classification rules with a clustering genetic algorithm | PDF (260.2 KB)
  • 132 Views
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Article
Numeric mapping and learnability of naive bayes
Harry Zhang & Charles X. Ling
Pages: 507-518
Published online: 30 Nov 2010
AbstractforNumeric mapping and learnability of naive bayes | PDF (149.3 KB)
  • 132 Views
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Article
An analysis of four missing data treatment methods for supervised learning
Gustavo E. A. P. A. Batista & Maria Carolina Monard
Pages: 519-533
Published online: 30 Nov 2010
AbstractforAn analysis of four missing data treatment methods for supervised learning | PDF (310.6 KB)
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Article
A pre-processing method to deal with missing values by integrating clustering and regression techniques
Shin-mu Tseng, Kuo-ho Wang & Chien-i. Lee
Pages: 535-544
Published online: 30 Nov 2010
AbstractforA pre-processing method to deal with missing values by integrating clustering and regression techniques | PDF (189.8 KB)
  • 372 Views
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Article
Toward databases mining: Pre-processing collected data
Xiaowei Yan, Chengqi Zhang & Shichao Zhang
Pages: 545-561
Published online: 30 Nov 2010
AbstractforToward databases mining: Pre-processing collected data | PDF (186 KB)
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