640 search results - page 46 / 128 » Watershed-Based Unsupervised Clustering |
137
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JMLR
2010
14 years 6 months ago
2010
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
166
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NLE
2011
14 years 2 months ago
2011
Reciprocity is a pervasive concept that plays an important role in governing people’s behavior, judgments, and thus their social interactions. In this paper we present an analys...
BMCBI
2006
14 years 12 months ago
2006
Background: Topic detection is a task that automatically identifies topics (e.g., "biochemistry" and "protein structure") in scientific articles based on infor...
110
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CORR
2006
Springer
14 years 12 months ago
2006
Springer
We present a tool that, from automatically recognised names, tries to infer inter-person relations in order to present associated people on maps. Based on an in-house Named Entity...
ACL
2010
14 years 9 months ago
2010
This paper examines how a new class of nonparametric Bayesian models can be effectively applied to an open-domain event coreference task. Designed with the purpose of clustering c...