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ISDA
2005
IEEE
15 years 10 months ago
Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy
This paper proposes a novel adaptive representation for evolutionary multiobjective optimization for solving a stock modeling problem. The standard Pareto Achieved Evolution Strat...
Mihai Oltean, Crina Grosan, Ajith Abraham, Mario K...
ICCBR
2005
Springer
15 years 10 months ago
Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
Non-learning problem solvers have been applied to many interesting and complex domains. Experience-based learning techniques have been developed to augment the capabilities of cert...
Jay H. Powell, Brandon M. Hauff, John D. Hastings
ICIAR
2005
Springer
15 years 10 months ago
Machine-Learning-Based Image Categorization
In this paper, a novel and efficient automatic image categorization system is proposed. This system integrates the MIL-based and global-featurebased SVMs for categorization. The IP...
Yutao Han, Xiaojun Qi
ICNC
2005
Springer
15 years 10 months ago
On Evolutionary Optimization of Large Problems Using Small Populations
Abstract. Small populations are very desirable for reducing the required computational resources in evolutionary optimization of complex real-world problems. Unfortunately, the sea...
Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
ISMIR
2005
Springer
138views Music» more  ISMIR 2005»
15 years 10 months ago
Efficient Melody Retrieval with Motif Contour Classes
This paper describes the use of motif contour classes for efficient retrieval of melodies from music collections. Instead of extracting incipits or themes, complete monophonic pi...
Tillman Weyde, Christian Datzko