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» Controlling Complexity
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133
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CEC
2007
IEEE
15 years 4 months ago
Hybrid optimization using DIRECT, GA, and SQP for global exploration
— As there are many good optimization algorithms each with its own characteristics, it is very difficult to choose the best method for optimization problems. Thus, it is importa...
Satoru Hiwa, Tomoyuki Hiroyasu, Mitsunori Miki
132
Voted
DOLAP
2008
ACM
15 years 4 months ago
Data mining-based fragmentation of XML data warehouses
With the multiplication of XML data sources, many XML data warehouse models have been proposed to handle data heterogeneity and complexity in a way relational data warehouses fail...
Hadj Mahboubi, Jérôme Darmont
121
Voted
ECAI
2008
Springer
15 years 4 months ago
Incremental Component-Based Construction and Verification of a Robotic System
Abstract-- Autonomous robots are complex systems that require the interaction/cooperation of numerous heterogeneous software components. Nowadays, robots are critical systems and m...
Ananda Basu, Matthieu Gallien, Charles Lesire, Tha...
159
Voted
EDCC
2008
Springer
15 years 4 months ago
Metrics for Object-Oriented Software Reliability Assessment - Application to a Flight Manager
In avionics domain, the software applications grew to millions of source lines of code representing important development expenditures. To cut the costs, the avionics suppliers ar...
Stéphanie Gaudan, Gilles Motet, Guillaume A...
146
Voted
ICDM
2007
IEEE
129views Data Mining» more  ICDM 2007»
15 years 4 months ago
Feature Selection for Nonlinear Kernel Support Vector Machines
An easily implementable mixed-integer algorithm is proposed that generates a nonlinear kernel support vector machine (SVM) classifier with reduced input space features. A single ...
Olvi L. Mangasarian, Gang Kou