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» Some new directions in graph-based semi-supervised learning
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DMIN
2008
190views Data Mining» more  DMIN 2008»
15 years 1 months ago
Optimization of Self-Organizing Maps Ensemble in Prediction
The knowledge discovery process encounters the difficulties to analyze large amount of data. Indeed, some theoretical problems related to high dimensional spaces then appear and de...
Elie Prudhomme, Stéphane Lallich
88
Voted
LREC
2008
94views Education» more  LREC 2008»
15 years 1 months ago
LX-Service: Web Services of Language Technology for Portuguese
In the present paper we report on the development of a cluster of web services of language technology for Portuguese that we named as LXService. These web services permit the dire...
António Branco, Francisco Costa, Pedro Mart...
98
Voted
CAIP
1999
Springer
115views Image Analysis» more  CAIP 1999»
15 years 4 months ago
EigenHistograms: Using Low Dimensional Models of Color Distribution for Real Time Object Recognition
Abstract. Distribution of object colors has been used in computer vision for recognition and indexing. Most of the recent approaches to this problem have been focused on de ning op...
Jordi Vitrià, Petia Radeva, Xavier Binefa
98
Voted
COLT
2000
Springer
15 years 4 months ago
Entropy Numbers of Linear Function Classes
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
97
Voted
CSL
2010
Springer
15 years 14 days ago
Discriminative training of HMMs for automatic speech recognition: A survey
Recently, discriminative training (DT) methods have achieved tremendous progress in automatic speech recognition (ASR). In this survey article, all mainstream DT methods in speech...
Hui Jiang