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118
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ISMB
1993
15 years 4 months ago
Knowledge-Based Generation of Machine-Learning Experiments: Learning with DNA Crystallography Data
Thoughit has been possible in the past to learn to predict DNAhydration patterns from crystallographic data, there is ambiguity in the choice of training data (both in terms of th...
Dawn M. Cohen, Casimir A. Kulikowski, Helen Berman
114
Voted
ACL
2006
15 years 4 months ago
Automatic Construction of Polarity-Tagged Corpus from HTML Documents
This paper proposes a novel method of building polarity-tagged corpus from HTML documents. The characteristics of this method is that it is fully automatic and can be applied to a...
Nobuhiro Kaji, Masaru Kitsuregawa
116
Voted
CIMCA
2005
IEEE
15 years 9 months ago
Automatic Sleep Staging using Support Vector Machines with Posterior Probability Estimates
This paper describes attempts at constructing an automatic sleep stage classifier using EEG recordings. Three different feature extraction schemes were compared together with two...
Steinn Gudmundsson, Thomas Philip Runarsson, Sven ...
115
Voted
EMNLP
2010
15 years 1 months ago
Automatic Discovery of Manner Relations and its Applications
This paper presents a method for the automatic discovery of MANNER relations from text. An extended definition of MANNER is proposed, including restrictions on the sorts of concep...
Eduardo Blanco, Dan I. Moldovan
ICDM
2007
IEEE
96views Data Mining» more  ICDM 2007»
15 years 9 months ago
The Chosen Few: On Identifying Valuable Patterns
Constrained pattern mining extracts patterns based on their individual merit. Usually this results in far more patterns than a human expert or a machine learning technique could m...
Björn Bringmann, Albrecht Zimmermann