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ICPR
2008
IEEE

164views Computer Vision» more ICPR 2008»

Online adaptive clustering in a decision tree framework

14 years 1 months ago

We present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the represen...

Jayanta Basak

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33

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INCDM
2010
Springer

208views Data Mining» more INCDM 2010»

Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis

13 years 9 months ago

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Abstract. Leveraging the power of increasing amounts of data to analyze customer base for attracting and retaining the most valuable customers is a major problem facing companies i...

Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barb...

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22

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KDD
2003
ACM

132views Data Mining» more KDD 2003»

PaintingClass: interactive construction, visualization and exploration of decision trees

14 years 8 months ago

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Decision trees are commonly used for classification. We propose to use decision trees not just for classification but also for the wider purpose of knowledge discovery, because vi...

Soon Tee Teoh, Kwan-Liu Ma

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24

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CEC
2010
IEEE

188views Artificial Intelligence» more CEC 2010»

Learning-assisted evolutionary search for scalable function optimization: LEM(ID3)

13 years 8 months ago

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Inspired originally by the Learnable Evolution Model(LEM) [5], we investigate LEM(ID3), a hybrid of evolutionary search with ID3 decision tree learning. LEM(ID3) involves interleav...

Guleng Sheri, David Corne

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23

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ICML
2001
IEEE

151views Machine Learning» more ICML 2001»

Breeding Decision Trees Using Evolutionary Techniques

14 years 8 months ago

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Athanassios Papagelis, Dimitrios Kalles

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