Evolutionary combinatorial optimization for recursive supervised learning with clustering

The idea of using a team of weak learners to learn a dataset is a successful one in literature. In this paper, we explore a recursive incremental approach to ensemble learning. In this paper, patterns are clustered according to the output space of the problem, i.e., natural clusters are formed based...

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Bibliographic Details
Main Authors: RAMANATHAN, Kiruthika, GUAN, Sheng Uei
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2007
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Online Access:https://ink.library.smu.edu.sg/sis_research/7395
https://ink.library.smu.edu.sg/context/sis_research/article/8398/viewcontent/1021.pdf
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Institution: Singapore Management University
Language: English