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» Classification of Contradiction Patterns
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ISCI
2007
78views more  ISCI 2007»
15 years 2 months ago
Fuzzy integral-based perceptron for two-class pattern classification problems
Abstract - Detailed Record 1 from Compendex for: ((Fuzzy integral-based perceptron for two-class pattern classification problems) WN TI), 1969-2008 Check record to add to Selected ...
Yi-Chung Hu
DEXA
2008
Springer
123views Database» more  DEXA 2008»
15 years 4 months ago
Emerging Pattern Based Classification in Relational Data Mining
The usage of descriptive data mining methods for predictive purposes is a recent trend in data mining research. It is well motivated by the understandability of learned models, the...
Michelangelo Ceci, Annalisa Appice, Donato Malerba
FLAIRS
2008
15 years 5 months ago
Complementary Analysis of High-Order Association Patterns and Classification
To facilitate more meaningful interpretation considering the internal interdependency relationships between data values, a new form of high-order (multiple-valued) pattern known a...
Thomas W. H. Lui, David K. Y. Chiu
PKDD
2010
Springer
125views Data Mining» more  PKDD 2010»
15 years 22 days ago
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification
Abstract. Pattern-based classification has demonstrated its power in recent studies, but because the cost of mining discriminative patterns as features in classification is very ex...
Hyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei H...
ICDE
2008
IEEE
120views Database» more  ICDE 2008»
16 years 4 months ago
Direct Discriminative Pattern Mining for Effective Classification
The application of frequent patterns in classification has demonstrated its power in recent studies. It often adopts a two-step approach: frequent pattern (or classification rule) ...
Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu