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» Feature Selection for Complex Patterns
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PAKDD
2009
ACM
96views Data Mining» more  PAKDD 2009»
15 years 6 months ago
Aggregated Subset Mining
The usual data mining setting uses the full amount of data to derive patterns for different purposes. Taking cues from machine learning techniques, we explore ways to divide the d...
Albrecht Zimmermann, Björn Bringmann
BMCBI
2007
135views more  BMCBI 2007»
14 years 12 months ago
Detecting multivariate differentially expressed genes
Background: Gene expression is governed by complex networks, and differences in expression patterns between distinct biological conditions may therefore be complex and multivariat...
Roland Nilsson, José M. Peña, Johan ...
IADIS
2003
15 years 1 months ago
Shorter Time-To-Market Through a Pattern-Driven Architectural Framework
Developing and evolving complex Web-based systems with strict requirement for shorter time-to-market needs good and systematic engineering approaches and especially an elegant way...
Jianyun Zhou, Tor Stålhane
ECAI
2004
Springer
15 years 5 months ago
Piece-Wise Model Fitting Using Local Data Patterns
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...
ICASSP
2008
IEEE
15 years 6 months ago
Environmental sound recognition using MP-based features
Defining suitable features for environmental sounds is an important problem in an automatic acoustic scene recognition system. As with most pattern recognition problems, extracti...
Selina Chu, Shrikanth S. Narayanan, C. C. Jay Kuo