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» Use of Ensemble Based on GA for Imbalance Problem
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HAIS
2009
Springer
14 years 1 months ago
Pareto-Based Multi-output Model Type Selection
In engineering design the use of approximation models (= surrogate models) has become standard practice for design space exploration, sensitivity analysis, visualization and optimi...
Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom D...
ICDM
2009
IEEE
184views Data Mining» more  ICDM 2009»
13 years 7 months ago
Improved Multi Label Classification in Hierarchical Taxonomies
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
Kunal Punera, Suju Rajan
SIAMAM
2008
79views more  SIAMAM 2008»
13 years 9 months ago
Transport-Based Imaging in Random Media
This paper generalizes well-established derivations of the radiative transfer equation from first principles to model the energy density of time-dependent and monochromatic high f...
Guillaume Bal, Kui Ren
EMNLP
2010
13 years 7 months ago
Improving Gender Classification of Blog Authors
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
Arjun Mukherjee, Bing Liu
CEC
2010
IEEE
13 years 10 months ago
A modified genetic algorithm for matching building sets with the histograms of forces
Abstract--This paper presents an approach to the task of locating a group of buildings based solely on their relative spatial relationships. This situation can occur in the problem...
Andrew R. Buck, James M. Keller, Marjorie Skubic