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PKDD
2005
Springer
92views Data Mining» more  PKDD 2005»
15 years 8 months ago
Mining Model Trees from Spatial Data
Mining regression models from spatial data is a fundamental task in Spatial Data Mining. We propose a method, namely Mrs-SMOTI, that takes advantage from a tight-integration with s...
Donato Malerba, Michelangelo Ceci, Annalisa Appice
SAS
2005
Springer
162views Formal Methods» more  SAS 2005»
15 years 8 months ago
Boolean Heaps
We show that the idea of predicates on heap objects can be cast in the framework of predicate abstraction. This leads to an alternative view on the underlying concepts of three-val...
Andreas Podelski, Thomas Wies
VISUAL
2005
Springer
15 years 8 months ago
Face Recognition Using Modular Bilinear Discriminant Analysis
We present a Modular Bilinear Disciminant Analysis (MBDA) approach for face recognition. A set of classifiers are trained independently on specific face regions, and different c...
Muriel Visani, Christophe Garcia, Jean-Michel Joli...
EUROGP
2004
Springer
106views Optimization» more  EUROGP 2004»
15 years 8 months ago
The Evolution of Concurrent Control Software Using Genetic Programming
Despite considerable progress in GP over the past 10 years, there are many outstanding challenges that need to be addressed before it will be widely deployed for developing useful ...
John Hart, Martin J. Shepperd
GECCO
2004
Springer
132views Optimization» more  GECCO 2004»
15 years 8 months ago
Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model
This paper proposes a new niching method named hierarchical niching, which combines spatial niching in search space and a continuous temporal niching concept. The method is natural...
Jianjun Hu, Erik D. Goodman