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» A cloning approach to classifier training
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103
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BMCBI
2010
139views more  BMCBI 2010»
15 years 27 days ago
PoGO: Prediction of Gene Ontology terms for fungal proteins
Background: Automated protein function prediction methods are the only practical approach for assigning functions to genes obtained from model organisms. Many of the previously re...
Jaehee Jung, Gangman Yi, Serenella A. Sukno, Micha...
AUSAI
2008
Springer
15 years 2 months ago
Cross-Domain Knowledge Transfer Using Semi-supervised Classification
Traditional text classification algorithms are based on a basic assumption: the training and test data should hold the same distribution. However, this identical distribution assum...
Yi Zhen, Chunping Li
105
Voted
EACL
2006
ACL Anthology
15 years 2 months ago
Weakly Supervised Approaches for Ontology Population
We present a weakly supervised approach to automatic Ontology Population from text and compare it with other two unsupervised approaches. In our experiments we populate a part of ...
Hristo Tanev, Bernardo Magnini
133
Voted
ICC
2008
IEEE
176views Communications» more  ICC 2008»
15 years 7 months ago
A k-Nearest Neighbor Approach for User Authentication through Biometric Keystroke Dynamics
— Keystroke dynamics exhibit people’s behavioral features which are similar to hand signatures. A major problem hindering the large scale deployment of this technology is its h...
Jiankun Hu, Don Gingrich, Andy Sentosa
128
Voted
CIBCB
2009
IEEE
15 years 1 months ago
Application of machine learning approaches on quantitative structure activity relationships
Machine Learning techniques are successfully applied to establish quantitative relations between chemical structure and biological activity (QSAR), i.e. classify compounds as activ...
Mariusz Butkiewicz, Ralf Mueller, Danilo Selic, Er...