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192
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CORR
2011
Springer
15 years 1 months ago
2011
Springer
We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunki...
189
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IFIP
2010
Springer
15 years 1 months ago
2010
Springer
In this paper we present a novel two-stage method to realize a lightweight but very capable hardware implementation of a Learning Classifier System for on-chip learning. Learning C...
140
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INTERSPEECH
2010
15 years 1 months ago
2010
In this paper, we propose two different language modeling approaches, namely skip trigram and across sentence boundary, to capture the long range dependencies. The skip trigram mo...
187
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JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
15 years 1 months ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
186
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TSP
2010
15 years 1 months ago
2010
We consider the problem of learning Gaussian multiresolution (MR) models in which data are only available at the finest scale and the coarser, hidden variables serve both to captu...