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» Learning from Highly Structured Data by Decomposition
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BMCBI
2005
118views more  BMCBI 2005»
14 years 10 months ago
Variation in structural location and amino acid conservation of functional sites in protein domain families
Background: The functional sites of a protein present important information for determining its cellular function and are fundamental in drug design. Accordingly, accurate methods...
Birgit Pils, Richard R. Copley, Jörg Schultz
RSEISP
2007
Springer
15 years 4 months ago
Generalizing Data in Natural Language
This paper concerns the development of a new direction in machine learning, called natural induction, which requires from computergenerated knowledge not only to have high predicti...
Ryszard S. Michalski, Janusz Wojtusiak
NIPS
1998
14 years 11 months ago
An Entropic Estimator for Structure Discovery
We introduce a novel framework for simultaneous structure and parameter learning in hidden-variable conditional probability models, based on an entropic prior and a solution for i...
Matthew Brand
ICDM
2005
IEEE
148views Data Mining» more  ICDM 2005»
15 years 3 months ago
Hot Item Mining and Summarization from Multiple Auction Web Sites
Online auction Web sites are fast changing, highly dynamic, and complex as they involve tremendous sellers and potential buyers, as well as a huge amount of items listed for biddi...
Tak-Lam Wong, Wai Lam
ACE
2003
83views Education» more  ACE 2003»
14 years 11 months ago
Student Learning Experience with an Industry Certification Course at University
This is an analysis of the computer generated feedback from an industry certification course, as taught as part of a university unit. A method for extracting useful information fr...
Andrew James Simmonds