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ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
15 years 5 months ago
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
This paper offers a local distributed algorithm for expectation maximization in large peer-to-peer environments. The algorithm can be used for a variety of well-known data mining...
Kanishka Bhaduri, Ashok N. Srivastava
SELMAS
2005
Springer
15 years 4 months ago
Policy-Driven Configuration and Management of Agent Based Distributed Systems
In this paper, we demonstrate a policy based approach for building and managing large scale agent based systems. We identify different classes of policies for agent based componen...
Anand R. Tripathi, Devdatta Kulkarni, Tanvir Ahmed
GECCO
2008
Springer
232views Optimization» more  GECCO 2008»
15 years 5 days ago
An efficient SVM-GA feature selection model for large healthcare databases
This paper presents an efficient hybrid feature selection model based on Support Vector Machine (SVM) and Genetic Algorithm (GA) for large healthcare databases. Even though SVM an...
Rick Chow, Wei Zhong, Michael Blackmon, Richard St...
MM
2009
ACM
125views Multimedia» more  MM 2009»
15 years 5 months ago
Unfolding speaker clustering potential: a biomimetic approach
Speaker clustering is the task of grouping a set of speech utterances into speaker-specific classes. The basic techniques for solving this task are similar to those used for spea...
Thilo Stadelmann, Bernd Freisleben
IDEAL
2007
Springer
15 years 5 months ago
Partitioning-Clustering Techniques Applied to the Electricity Price Time Series
Clustering is used to generate groupings of data from a large dataset, with the intention of representing the behavior of a system as accurately as possible. In this sense, cluster...
Francisco Martínez-Álvarez, Alicia T...