Applied statistics for network biology : methods in systems biology /: methods in systems biology. (2011)

• Record Type: Book
• Further Information: Note: Edited by Matthias Dehmer ... [et al.].
• Other Names: Dehmer, Matthias, 1968-
• Contents: MODELING, SIMULATION AND MEANING OF GENE NETWORKS; Network Analysis to Interpret Complex Phenotypes (Hong Yu, Jialiang Huang, Wei Zhang, and Jing-Dong J. Han); Stochastic Modelling of Regulatory Networks (Tianhai Tian); Modeling eQTL in Multiple Populations (Ching-Lin Hsiao and Cathy S.J. Fann); INFERENCE OF GENE NETWORKS; Transcriptional Network Inference based on Information Theory (Patrick E. Meyer and Gianluca Bontempi); Elucidation of General and Condition-dependent Gene Pathways Using Mixture Models and Bayesian Networks (Sandra Rodriguez-Zas and Younhee Ko); Multi-scale Networks Reconstruction from Gene-expression Measurements: Correlations, Perturbations and a-priori Biological Knowledge (Daniel Remondini and Gastone Castellani); Gene Regulatory Network Inference: Combining a Genetic Programming and Hendless Filtering Approach (Lijun Qian, Haixin Wang, and Xiangfang Li); Computational Reconstruction of Protein Interaction Networks (Konrad Monks, Irmgard Muhlberger, Andreas Bernthaler, Raul Fechete, Paul Perco, Rudolf Freund, Arno Lukas, and Bernd Mayer); ANALYSIS OF GENE NETWORKS; What if the Fit is Unfit? Criteria for Biological Systems Estimation Beyond Residual Errors (Eberhard O. Voit); Machine Learning Methods for Identifying Essential Genes and Proteins in Networks (Kitiporn Plaimas and Rainer Konig); Gene Co-expression Networks for the Analysis of DNA Microarray Data (Matthew Weirauch); Correlation Network Analysis and Knowledge Integration (Thomas N. Plasterer, Robert Stanley, and Erich Gombocz); Network Screening: A New Method to Identify Active Networks from an Ensemble of Known Networks (Shigeru Saito and Katsuhisa Horimoto); Community Detection in Biological Networks (Gautam S. Thakur); On Some Inverse Problems in Generating Probabilistic Boolean Networks (Xi Chen, Wai-Ki Ching and Nam-Kiu Tsing); Boolean analysis of gene-expression datasets (Debashis Sahoo); SYSTEMS APPROACH TO DISEASES; Representing Cancer Cell Trajectories in a Phase-space Diagram: Switching Cellular States by Biological Phase Transitions (Mariano Bizzarri and Alessandro Giuliani); Protein Network Analysis for Disease Gene Identification and Prioritization (Jing Chen and Anil G. Jegga); Pathways and Networks as Functional Descriptors for Human Disease and Drug Response Endpoints (Y. Nikolsky and B. Bessarabova and E. Kirillov and Z. Dezso and W. Nikolskaya)
• Publisher Details: Place of publication not identified : Wiley-Blackwell
• Publication Date: 2011
• Extent: 1 online resource (478 pages)
• Subjects: 570.727; Systems biology -- Statistical methods
• Languages: English
• ISBNs: 9783527638086
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.