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ICANN
2005
Springer
16 years 4 days ago
The LCCP for Optimizing Kernel Parameters for SVM
Abstract. Tuning hyper-parameters is a necessary step to improve learning algorithm performances. For Support Vector Machine classifiers, adjusting kernel parameters increases dra...
Sabri Boughorbel, Jean-Philippe Tarel, Nozha Bouje...
ICIC
2005
Springer
16 years 4 days ago
A Sequential Niching Technique for Particle Swarm Optimization
This paper proposed a modified algorithm, sequential niching particle swarm optimization (SNPSO), for the attempt to get multiple maxima of multimodal function. Based on the sequen...
Jun Zhang, Jing-Ru Zhang, Kang Li
ADHOCNOW
2004
Springer
16 years 1 days ago
Cross-Layer Optimization for High Density Sensor Networks: Distributed Passive Routing Decisions
Abstract. The resource limited nature of WSNs require that protocols implemented on these networks be energy-efficient, scalable and distributed. This paper presents an analysis of...
Primoz Skraba, Hamid K. Aghajan, Ahmad Bahai
INFOCOM
2003
IEEE
15 years 12 months ago
Optimal replacement policies for non-uniform cache objects with optional eviction
Abstract— Replacement policies for general caching applications and Web caching in particular have been discussed extensively in the literature. Many ad-hoc policies have been pr...
Omri Bahat, Armand M. Makowski
INFOCOM
2003
IEEE
15 years 12 months ago
Optimizing Route-Cache Lifetime in Ad Hoc Networks
—On-demand routing reduces the control overhead in mobile ad hoc networks, but it has the major drawback of introducing latency between route-request arrival and the determinatio...
Ben Liang, Zygmunt J. Haas