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BMCBI
2008
141views more  BMCBI 2008»
14 years 11 months ago
Functional discrimination of membrane proteins using machine learning techniques
Background: Discriminating membrane proteins based on their functions is an important task in genome annotation. In this work, we have analyzed the characteristic features of amin...
M. Michael Gromiha, Yukimitsu Yabuki
ICPR
2000
IEEE
16 years 22 days ago
On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies
In this paper we focus on an interpretation of Gaussian radial basis functions (GRBF) which motivates extensions and learning strategies. Specifically, we show that GRBF regressio...
Mário A. T. Figueiredo
74
Voted
ICAI
2004
15 years 1 months ago
Using Machine Learning Techniques for Stylometry
on of Abstracts, the University of Georgia, Athens 2003.
Ramyaa Congzhou He, Khaled Rasheed
95
Voted
CC
2003
Springer
201views System Software» more  CC 2003»
15 years 3 months ago
Effective Inline-Threaded Interpretation of Java Bytecode Using Preparation Sequences
Abstract. Inline-threaded interpretation is a recent technique that improves performance by eliminating dispatch overhead within basic blocks for interpreters written in C [11]. Th...
Etienne Gagnon, Laurie J. Hendren
95
Voted
ICML
2008
IEEE
16 years 14 days ago
Learning to classify with missing and corrupted features
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
Ofer Dekel, Ohad Shamir