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» Feature selection in scientific applications
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KDD
2004
ACM
151views Data Mining» more  KDD 2004»
14 years 4 months ago
Feature selection in scientific applications
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...
Erick Cantú-Paz, Shawn Newsam, Chandrika Ka...
ITSSA
2006
182views more  ITSSA 2006»
13 years 4 months ago
Application of Business Process Execution Language to Scientific Workflows
: This paper investigates the use of the Business Process Execution Language for Web services (BPEL4WS/ BPEL) for managing scientific workflows. The complexity, unpredictability an...
Asif Akram, David Meredith, Rob Allan
MM
1995
ACM
122views Multimedia» more  MM 1995»
13 years 8 months ago
Collaborative Multimedia in SHASTRA
We discuss the application of multimedia in scientific design, and describe a multi-user distributed and collaborative scientific manipulation environment, SHASTRA, implemented on...
Chandrajit L. Bajaj, S. Cutchin
KDD
2005
ACM
205views Data Mining» more  KDD 2005»
13 years 10 months ago
Feature bagging for outlier detection
Outlier detection has recently become an important problem in many industrial and financial applications. In this paper, a novel feature bagging approach for detecting outliers in...
Aleksandar Lazarevic, Vipin Kumar
IJIT
2004
13 years 5 months ago
Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a re
A genetic algorithm (GA) based feature subset selection algorithm is proposed in which the correlation structure of the features is exploited. The subset of features is validated a...
Gert Van Dijck, Marc M. Van Hulle, M. Wevers