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Developing data mining methods to reveal collective group relationships

Authors :
Karim, S. M. Masud
University of South Australia. School of Information Technology and Mathematical Sciences.
Publication Year :
2016

Abstract

Thesis (PhD(Computer and Inf Science))--University of South Australia, 2016. Includes bibliographical references (pages 216-234) The contributions of the thesis are: (1) we coin the notion of COREs and develop three novel methods for discovering COREs; (2) we show the effectiveness of CCA as a ranking criterion; (3) we apply the methods to real-world biological datasets to find gene regulatory modules (which will help biologists with experi-ment design), and to bibliography datasets to get topic models.

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.od......1231..245afa9f1f012a15a3e2b972929895d5