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ESANN
2004
13 years 9 months ago
Evolutionary tuning of multiple SVM parameters
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters: The covariance matr...
Frauke Friedrichs, Christian Igel
OPODIS
2004
13 years 9 months ago
Task Assignment Based on Prioritising Traffic Flows
Abstract. We consider the issue of task assignment in a distributed system under heavy-tailed (ie. highly variable) workloads. A new adaptable approach called TAPTF (Task Assignmen...
James Broberg, Zahir Tari, Panlop Zeephongsekul
PARMA
2004
174views Database» more  PARMA 2004»
13 years 9 months ago
Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems
The purpose of this paper is to study the problem of pattern classification as this is presented in the context of data mining. Among the various approaches we focus on the use of ...
Nikos Pelekis, Babis Theodoulidis, Ioannis Kopanak...
ICAI
2003
13 years 9 months ago
Decentralized Search by Unmanned Air Vehicles Using Local Communication
: We present a model consisting of an emergent procedure for n unpiloted, autonomous flying munitions to cooperatively conduct a parallel sweeping search of a geographic area for s...
Joseph Schlecht, Karl Altenburg, Benzir Md Ahmed, ...
IKE
2003
13 years 9 months ago
A Statistics-Based Approach to Incrementally Update Inverted Files
Many information retrieval systems use the inverted file as indexing structure. The inverted file, however, is not suited to supporting incremental updates when new documents are ...
Wann-Yun Shieh, Chung-Ping Chung