Elements of computational systems biology / edited by Huma M. Lodhi, Stephen H. Muggleton

Published: Hoboken, N.J. : Wiley, [2010]
Copyright Date: ©2010
Physical Description: xix, 412 pages : illustrations ; 25 cm.
Additional Creators: Lodhi, Huma M. and Muggleton, Stephen

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Series

Wiley series on bioinformatics

Contents

1. Advances in computational systems biology / Huma M. Lodhi -- 2. Models in systems biology : the parameter problem and the meanings of robustness / Jeremy Gunawardena -- 3. In silico analysis of combined therapeutics strategy for heart failure / Sung-Young Shin, Tae-Hwan Kim, Kwang-Hyun Cho and Sang-Mok Choo -- 4. Rule-based modeling and model refinement / Elaine Murphy, Vincent Danos, Jerome Feret, Jean Krivine and Russell Harmer -- 5. A (natural) computing perspective on cellular processes / Matteo Cavaliere and Tommaso Mazza -- 6. Simulating filament dynamics in cellular systems / Wilbur E. Channels and Pablo A. Iglesias -- 7. Reconstruction of biological networks by supervised machine learning approaches / Jean-Philippe Vert -- 8. Supervised inference of metabolic networks from the integration of genomic data and chemical information / Yoshihiro Yamanishi -- 9. Integrating abduction and induction in biological inference using CF-induction / Yoshitaka Yamamoto, Katsumi Inoue and Andrei Doncescu -- 10. Analysis and control of deterministic and probabilistic Boolean networks / Tatsuya Akutsu and Wai-Ki Ching -- 11. Probabilistic methods and rate heterogeneity / Tal Pupko and Itay Mayrose -- 12. From DNA motifs to gene networks : a review of physical interaction models / Panayiotis V. Benos and Alan B. Tchagang -- 13. The impact of whole genome in silico screening for nuclear receptor-binding sites in systems biology / Carsten Carlberg and Merja Heinaniemi -- 14. Environmental and physiological insights from microbial genome sequences / Alessandra Carbone and Anthony Mathelier -- 15. Ali Baba : a text mining tool for systems biology / Jorg Hakenberg, Conrad Plake and Ulf Leser -- 16. Validation issues in regulatory module discovery / Alok Mishra and Duncan Gillies -- 17. Computational imaging and modeling for systems biology / Ling-Yun Wu, Xiaobo Zhou and Stephen T. C. Wong.

Summary

"Elements of Computational Systems Biology is intended for academic/industry researchers and scientists in computer science, biology, mathematics, chemistry, physics, biotechnology, and pharmaceutical science. It is also accessible to undergraduate and graduate students in machine learning, data mining, bioinformatics, computational biology, and systems biology courses."--BOOK JACKET.

Subject(s)

ISBN

9780470180938 (cloth)
0470180935 (cloth)

Bibliography Note

Includes bibliographical references and index.

View MARC record | catkey: 6058473