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» Constructive and collaborative learning of algorithms
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105
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ACL
1996
15 years 1 months ago
Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based Approach
In this paper, we present a new approach for word sense disambiguation (WSD) using an exemplar-based learning algorithm. This approach integrates a diverse set of knowledge source...
Hwee Tou Ng, Hian Beng Lee
IJON
2008
116views more  IJON 2008»
15 years 17 days ago
Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint
Discovering a representation that allows auditory data to be parsimoniously represented is useful for many machine learning and signal processing tasks. Such a representation can ...
Paul D. O'Grady, Barak A. Pearlmutter
93
Voted
CL
2004
Springer
15 years 13 days ago
Induced intentional software views
Evolving and maintaining software requires adequate documentation of its implementation. However, due to the software's constant evolution, the documentation and implementati...
Tom Tourwé, Johan Brichau, Andy Kellens, Kr...
96
Voted
ACMSE
2010
ACM
14 years 10 months ago
Pattern-based synonym and antonym extraction
Many research studies adopt manually selected patterns for semantic relation extraction. However, manually identifying and discovering patterns is time consuming and it is difficu...
Wenbo Wang, Christopher Thomas, Amit P. Sheth, Vic...
PKDD
2010
Springer
169views Data Mining» more  PKDD 2010»
14 years 10 months ago
Classification with Sums of Separable Functions
Abstract. We present a novel approach for classification using a discretised function representation which is independent of the data locations. We construct the classifier as a su...
Jochen Garcke