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IWANN
1999
Springer
15 years 1 months ago
Support Vector Machines for Multi-class Classification
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...
Eddy Mayoraz, Ethem Alpaydin
HCI
2007
14 years 11 months ago
Augmenting Cognition: Reviewing the Symbiotic Relation Between Man and Machine
Abstract. One of the goals of augmented cognition is creation of adaptive human-machine collaboration that continually optimizes performance of the human-machine system. Augmented ...
Tjerk de Greef, Kees van Dongen, Marc Grootjen, Ja...
ESWA
2007
146views more  ESWA 2007»
14 years 9 months ago
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
Two parameters, C and r, must be carefully predetermined in establishing an efficient support vector machine (SVM) model. Therefore, the purpose of this study is to develop a gene...
Chih-Hung Wu, Gwo-Hshiung Tzeng, Yeong-Jia Goo, We...
EWCBR
2004
Springer
15 years 3 months ago
Maintaining Case-Based Reasoning Systems: A Machine Learning Approach
Over the years, many successful applications of case-based reasoning (CBR) systems have been developed in different areas. The performance of CBR systems depends on several factor...
Niloofar Arshadi, Igor Jurisica
JAVA
2000
Springer
15 years 1 months ago
HBench: Java: an application-specific benchmarking framework for Java virtual machines
Java applications represent a broad class of programs, ranging from programs running on embedded products to highperformance server applications. Standard Java benchmarks ignore t...
Xiaolan Zhang, Margo I. Seltzer