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AUSAI
2009
Springer
14 years 28 days ago
Ensemble Approach for the Classification of Imbalanced Data
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay N...
JIFS
2006
120views more  JIFS 2006»
13 years 9 months ago
Building similarity metrics reflecting utility in case-based reasoning
Fundamental to case-based reasoning is the idea that similar problems have similar solutions. The meaning of the concept of "similarity" can vary in different situations...
Ning Xiong, Peter Funk
IJCNN
2007
IEEE
14 years 3 months ago
Risk Assessment Algorithms Based on Recursive Neural Networks
— The assessment of highly-risky situations at road intersections have been recently revealed as an important research topic within the context of the automotive industry. In thi...
Alejandro Chinea Manrique De Lara, Michel Parent
IEEECIT
2006
IEEE
14 years 3 months ago
The Partitioning Methodology in Hardware/Software Co-Design Using Extreme Programming: Evaluation through the Lego Robot Project
This paper argues about the partitioning in hardware/software co-design and suggests the methodology applying extreme programming to complement the co-design. This approach, contr...
Heeseo Chae, Dong-hyun Lee, Jiyong Park, Hoh Peter...
ECAI
2004
Springer
14 years 2 months ago
Using the Implication/Realization Model for Measuring Melodic Similarity
Abstract. The concept of melodic similarity has become increasingly relevant in the light of music retrieval and music content processing systems. We propose a new way of measuring...
Maarten Grachten, Josep Lluís Arcos