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WINE
2005
Springer
268views Economy» more  WINE 2005»
15 years 10 months ago
Mining Stock Market Tendency Using GA-Based Support Vector Machines
In this study, a hybrid intelligent data mining methodology, genetic algorithm based support vector machine (GASVM) model, is proposed to explore stock market tendency. In this hyb...
Lean Yu, Shouyang Wang, Kin Keung Lai
CSDA
2006
304views more  CSDA 2006»
15 years 4 months ago
Using principal components for estimating logistic regression with high-dimensional multicollinear data
The logistic regression model is used to predict a binary response variable in terms of a set of explicative ones. The estimation of the model parameters is not too accurate and t...
Ana M. Aguilera, Manuel Escabias, Mariano J. Valde...
UML
2004
Springer
15 years 9 months ago
System-on-Chip Verification Process Using UML
Abstract. In this paper, we propose a verification methodology for System-OnChip (SoC) design using Unified Modeling Language (UML). We introduce UML as a formal model to analyze a...
Qiang Zhu, Tsuneo Nakata, Masataka Mine, Kenichiro...
ICANNGA
2007
Springer
129views Algorithms» more  ICANNGA 2007»
15 years 8 months ago
Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection
Abstract. The use of support vector machines for multi-category problems is still an open field to research. Most of the published works use the one-against-rest strategy, but with...
Javier Acevedo, Saturnino Maldonado-Bascón,...
PPAM
2007
Springer
15 years 10 months ago
Enhancing Productivity in High Performance Computing through Systematic Conditioning
Abstract. In order to take full advantage of high-end computing platforms, scientific applications often require modifications to source codes, and to their build systems that ge...
Magdalena Slawiñska, Jaroslaw Slawinski, Va...