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ICAISC
2004
Springer
16 years 4 days ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann
CSB
2003
IEEE
150views Bioinformatics» more  CSB 2003»
16 years 2 days ago
Algorithms for Bounded-Error Correlation of High Dimensional Data in Microarray Experiments
The problem of clustering continuous valued data has been well studied in literature. Its application to microarray analysis relies on such algorithms as -means, dimensionality re...
Mehmet Koyutürk, Ananth Grama, Wojciech Szpan...
COCO
2003
Springer
114views Algorithms» more  COCO 2003»
15 years 12 months ago
Bounded Nondeterminism and Alternation in Parameterized Complexity Theory
We give machine characterisations and logical descriptions of a number of parameterized complexity classes. The focus of our attention is the class W[P], which we characterise as ...
Yijia Chen, Jörg Flum, Martin Grohe
173
Voted
LCN
2002
IEEE
15 years 11 months ago
Design and Analysis of a Dynamically Reconfigurable Network Processor
The combination of high-performance processing power and flexibility found in network processors (NPs) has made them a good solution for today’s packet processing needs. Similar...
Ian A. Troxel, Alan D. George, Sarp Oral
178
Voted
CIKM
2001
Springer
15 years 11 months ago
Real Time User Context Modeling for Information Retrieval Agents
The success of personal information agents depends on their ability to provide task-relevant information. This paper presents WordSieve, a new algorithm that generates context des...
Travis Bauer, David B. Leake