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» Towards a Combined Approach to Feature Selection
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ICANN
2009
Springer
14 years 3 months ago
Using Kernel Basis with Relevance Vector Machine for Feature Selection
This paper presents an application of multiple kernels like Kernel Basis to the Relevance Vector Machine algorithm. The framework of kernel machines has been a source of many works...
Frederic Suard, David Mercier
FIW
2007
105views Communications» more  FIW 2007»
13 years 10 months ago
Towards Feature Interactions in Business Processes
The feature interaction problem is generally associated with conflicting features causing undesirable effects. However, in this paper we report on a situation where the combinati...
Stephen Gorton, Stephan Reiff-Marganiec
EMNLP
2010
13 years 6 months ago
SRL-Based Verb Selection for ESL
In this paper we develop an approach to tackle the problem of verb selection for learners of English as a second language (ESL) by using features from the output of Semantic Role ...
Xiaohua Liu, Bo Han, Kuan Li, Stephan Hyeonjun Sti...
ICPR
2008
IEEE
14 years 10 months ago
Feature selection for real-time image matching systems
This paper proposes a general feature selection approach for real-time image matching systems. To demonstrate the idea's effectiveness, we focus on the issue of rotational in...
Quan Wang, Suya You
ICANN
2007
Springer
14 years 22 days ago
An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees
Within the taxonomy of feature extraction methods, recently the Wrapper approaches lost some popularity due to the associated computational burden, compared to Embedded or Filter m...
Erik Schaffernicht, Volker Stephan, Horst-Michael ...