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151
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MCS
2007
Springer
15 years 9 months ago
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features
Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...
Joseph DePasquale, Robi Polikar
116
Voted
GECCO
2005
Springer
174views Optimization» more  GECCO 2005»
15 years 9 months ago
Diversity as a selection pressure in dynamic environments
Evolutionary algorithms (EAs) are widely used to deal with optimization problems in dynamic environments (DE) [3]. When using EAs to solve DE problems, we are usually interested i...
Lam Thu Bui, Jürgen Branke, Hussein A. Abbass
164
Voted
AAIM
2005
Springer
119views Algorithms» more  AAIM 2005»
15 years 5 months ago
Locating Performance Monitoring Mobile Agents in Scalable Active Networks
The idea of active networks has been emerged in recent years to increase the processing power inside the network. The intermediate nodes such as routers will be able to host mobile...
Amir Hossein Hadad, Mehdi Dehghan, Hossein Pedram
IPPS
2002
IEEE
15 years 8 months ago
A New Estimation Method for Distributed Java Object Activity
We introduce a new method to estimate the Java object activity in a distributed context of irregular applications. This method uses an observation mechanism which is itself a part...
Amer Bouchi, Richard Olejnik, Bernard Toursel
128
Voted
VLDB
1994
ACM
133views Database» more  VLDB 1994»
15 years 7 months ago
Composite Events for Active Databases: Semantics, Contexts and Detection
Making a database system active entails developing an expressive event specification language with well-defined semantics, algorithms for the detection of composite events, and an...
Sharma Chakravarthy, V. Krishnaprasad, Eman Anwar,...