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» A New Approach to Protein Identification
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AUTOMATICA
2010
167views more  AUTOMATICA 2010»
14 years 9 months ago
A new kernel-based approach for linear system identification
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
Gianluigi Pillonetto, Giuseppe De Nicolao
BMCBI
2006
95views more  BMCBI 2006»
14 years 9 months ago
Predicting DNA-binding sites of proteins from amino acid sequence
Background: Understanding the molecular details of protein-DNA interactions is critical for deciphering the mechanisms of gene regulation. We present a machine learning approach f...
Changhui Yan, Michael Terribilini, Feihong Wu, Rob...
BMCBI
2010
117views more  BMCBI 2010»
14 years 9 months ago
Properties and identification of antibiotic drug targets
Background: We analysed 48 non-redundant antibiotic target proteins from all bacteria, 22 antibiotic target proteins from E. coli only and 4243 non-drug targets from E. coli to id...
Tala Bakheet, Andrew J. Doig
AIIA
2007
Springer
15 years 1 months ago
Advanced Tree-Based Kernels for Protein Classification
One of the aims of modern Bioinformatics is to discover the molecular mechanisms that rule the protein operation. This would allow us to understand the complex processes involved i...
Elisa Cilia, Alessandro Moschitti
SQJ
2010
112views more  SQJ 2010»
14 years 4 months ago
Improving design-pattern identification: a new approach and an exploratory study
The identification of occurrences of design patterns in programs can help maintainers to understand the program design and implementation. It can also help them to make informed ch...
Yann-Gaël Guéhéneuc, Jean-Yves ...