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ICPR
2004
IEEE
16 years 7 months ago
Data Dependent Classifier Fusion for Construction of Stable Effective Algorithms
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...
Dmitry Kropotov, Dmitry Vetrov
SEMWEB
2004
Springer
15 years 11 months ago
Information Retrieval Support for Ontology Construction and Use
Abstract. Information retrieval can contribute towards the construction of ontologies and the effective usage of ontologies. We use collocation-based keyword extraction to suggest ...
Willem Robert van Hage, Maarten de Rijke, Maarten ...
ICGI
1994
Springer
15 years 10 months ago
Computer Assisted Grammar Construction
: This paper proposes a new inference approach for Chinese probabilistic context-free grammar, which implements the EM algorithm based on the bracket matching schemes. By utilizing...
S. J. Young, H.-H. Shih
CLIN
2003
15 years 7 months ago
Interrupting Constructions in a Rejuvenated Amazon Grammar
This paper reports on the latest rejuvenation of AMAZON, a structuralist parser for Dutch written sentences. Unlike older versions, the new AMAZON parser has been developed in a m...
Carla Schelfhout, Peter-Arno Coppen
ICONIP
1998
15 years 7 months ago
Statistical Methods for Construction of Neural Networks
Despite all the progress in neural networks the technology is still brittle and sometimes difficult to apply. Automatic construction of networks and proper initialization of their...
Wlodzislaw Duch, Rafal Adamczak