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ICPR
2004
IEEE
14 years 10 months ago
Data Dependent Classifier Fusion for Construction of Stable Effective Algorithms
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...
Dmitry Kropotov, Dmitry Vetrov
ICPPW
2006
IEEE
14 years 2 months ago
Parallel Algorithms for Motion Panorama Construction
A motion panorama is an efficient and compact representation of the underlying video. However, the motion panorama construction process is computationally intensive and hence extr...
Yong Wei, Hongyu Wang, Suchendra M. Bhandarkar, Ka...
EDM
2010
138views Data Mining» more  EDM 2010»
13 years 10 months ago
Multiple Test Forms Construction based on Bees Algorithm
This paper proposes a new construction method of multiple test forms that applies a Bees Algorithm and a parallel computation technique to improve the computational costs of the tr...
Pokpong Songmuang, Maomi Ueno
AAAI
1996
13 years 10 months ago
Constructive Neural Network Learning Algorithms
Constructive learning algorithms offer an attractive approach for the incremental construction of near-minimal neural-network architectures for pattern classification. They help ov...
Rajesh Parekh, Jihoon Yang, Vasant Honavar
GECCO
2005
Springer
158views Optimization» more  GECCO 2005»
14 years 2 months ago
Constructive induction and genetic algorithms for learning concepts with complex interaction
Constructive Induction is the process of transforming the original representation of hard concepts with complex interaction into a representation that highlights regularities. Mos...
Leila Shila Shafti, Eduardo Pérez