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ICANN
2009
Springer
15 years 2 months ago
Empirical Study of the Universum SVM Learning for High-Dimensional Data
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
Vladimir Cherkassky, Wuyang Dai
AIMSA
2004
Springer
15 years 1 months ago
Advances in Profile Assisted Voicemail Management
Abstract. Spoken audio is an important source of information available to knowledge extraction and management systems. Organization of spoken messages by priority and content can f...
Konstantinos Koumpis
CAIP
1995
Springer
200views Image Analysis» more  CAIP 1995»
15 years 1 months ago
The Color Constancy Problem: An Illumination Invariant Mapping Approach
Abstract. We suggest a novel approach to the Color Constancy Problem for multispectral imagery. Our approach is based on a dichromatic illumination model and lters out all spectral...
Rafael Wiemker
WSC
2008
15 years 2 days ago
Efficient simulation for tail probabilities of Gaussian random fields
We are interested in computing tail probabilities for the maxima of Gaussian random fields. In this paper, we discuss two special cases: random fields defined over a finite number...
Robert J. Adler, Jose Blanchet, Jingchen Liu
SPLC
2010
14 years 11 months ago
Feature-to-Code Mapping in Two Large Product Lines
Abstract. Large product lines have complex build systems, which obscure mapping of features to code. We extract this mapping out of the build systems of two operating systems kerne...
Thorsten Berger, Steven She, Rafael Lotufo, Krzysz...