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» Learning the Common Structure of Data
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125
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LREC
2010
181views Education» more  LREC 2010»
15 years 5 months ago
A Data Category Registry- and Component-based Metadata Framework
We describe our computer-supported framework to overcome the rule of metadata schism. It combines the use of controlled vocabularies, managed by a data category registry, with a c...
Daan Broeder, Marc Kemps-Snijders, Dieter Van Uytv...
149
Voted
NIPS
2004
15 years 5 months ago
Euclidean Embedding of Co-Occurrence Data
Embedding algorithms search for low dimensional structure in complex data, but most algorithms only handle objects of a single type for which pairwise distances are specified. Thi...
Amir Globerson, Gal Chechik, Fernando C. Pereira, ...
105
Voted
NAR
2002
85views more  NAR 2002»
15 years 3 months ago
CKAAPs DB: a Conserved Key Amino Acid Positions DataBase
The Conserved Key Amino Acid Positions DataBase (CKAAPs DB) provides access to an analysis of structurally similar proteins with dissimilar sequences where key residues within a c...
Wilfred W. Li, Boojala V. B. Reddy, John G. Tate, ...
144
Voted
NIPS
2007
15 years 5 months ago
Statistical Analysis of Semi-Supervised Regression
Semi-supervised methods use unlabeled data in addition to labeled data to construct predictors. While existing semi-supervised methods have shown some promising empirical performa...
John D. Lafferty, Larry A. Wasserman
126
Voted
KES
2004
Springer
15 years 9 months ago
Knowledge Extraction from Semi-structured Data Based on Fuzzy Techniques
Abstract. In this work we propose a fuzzy technique to compare XML documents belonging to a semi-structured flow and sharing a common vocabulary of tags. Our approach is based on t...
Paolo Ceravolo, Maria Cristina Nocerino, Marco Viv...