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170

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PKDD
2010
Springer

158views Data Mining» more PKDD 2010»

Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent Approach

15 years 5 months ago

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In this paper, we introduce a simple but efﬁcient greedy algorithm, called SINCO, for the Sparse INverse COvariance selection problem, which is equivalent to learning a sparse Ga...

Katya Scheinberg, Irina Rish

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195

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IEEEIA
2009

155views Intelligent Agents» more IEEEIA 2009»

How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent

15 years 4 months ago

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In this paper we propose the CTS (Concious Tutoring System) technology, a biologically plausible cognitive agent based on human brain functions.This agent is capable of learning a...

Usef Faghihi, Philippe Fournier-Viger, Roger Nkamb...

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208

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BMCBI
2007

165views more BMCBI 2007»

Automatic reconstruction of a bacterial regulatory network using Natural Language Processing

15 years 6 months ago

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Background: Manual curation of biological databases, an expensive and labor-intensive process, is essential for high quality integrated data. In this paper we report the implement...

Carlos Rodríguez Penagos, Heladia Salgado, ...

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127

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ICSOFT
2007

141views Software Engineering» more ICSOFT 2007»

Architecture-Centric Data Mining Middleware Supporting Multiple Data Sources and Mining Techniques

15 years 8 months ago