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" Handbook of research on computational methodologies in gene regulatory networks / "
Sanjoy Das [and others], editors.
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BL
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| Record Number
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988790
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b743160
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| Title & Author
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Handbook of research on computational methodologies in gene regulatory networks /\ Sanjoy Das [and others], editors.
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| Publication Statement
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Hershey, PA :: Medical Information Science Reference,, ©2010.
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| Page. NO
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1 online resource (xxix, 710 pages) :: illustrations
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| ISBN
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1605666858
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: 1605666866
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: 9781605666853
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: 9781605666860
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Complexity of the BN and the PBN Models of GRNs and Mappings for Complexity Reduction / Ivan V. Ivanov -- Abstraction Methods for Analysis of Gene Regulatory Networks / Chris J. Myers -- Improved Model Checking Techniques for State Space Analysis of Gene Regulatory Networks / Hélio C. Pais [and others] -- Determining the Properties of Gene Regulatory Networks from Expression Data / Larry S. Liebovitch [and others] -- Generalized Boolean Networks: How Spatial and Temporal Choices Influence Their Dynamics / Christian Darabos, Mario Giacobini, Marco Tomassini -- A Linear Programming Framework for Inferring Gene Regulatory Networks by Integrating Heterogeneous Data / Yong Wang [and others] -- Integrating Various Data Sources for Improved Quality in Reverse Engineering of Gene Regulatory Networks / Mika Gustafsson, Michael Hörnquist -- Dynamic Links and Evolutionary History in Simulated Gene Regulatory Networks / T. Steiner [and others] -- A Model for a Heterogeneous Genetic Network / Ângela T.F. Gonçalves, Ernesto J.F. Costa -- Planning Interventions for Gene Regulatory Networks as Partially Observable Markov Decision Processes / Daniel Bryce, Seungchan Kim -- Mathematical Modeling of the [lambda] Switch: A Fuzzy Logic Approach / Dmitriy Laschov, Michael Margaliot -- Petri Nets and GRN Models / Ina Koch.
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What are Gene Regulatory Networks? / Alberto de la Fuente -- Introduction to GRNs / Ugo Ala, Christian Damasco -- Bayesian Networks for Modeling and Inferring Gene Regulatory Networks / Sebastian Bauer, Peter Robinson -- Inferring Gene Regulatory Networks from Genetical Genomics Data / Bing Liu, Ina Hoeschele, Alberto de la Fuente -- Inferring Genetic Regulatory Interactions with Bayesian Logic-Based Model / Svetlana Bulashevska -- A Bayes Regularized Ordinary Differential Equation Model for the Inference of Gene Regulatory Networks / Nicole Radde, Lars Kaderali -- Computational Approaches for Modeling Intrinsic Noise and Delays in Genetic Regulatory Networks / Manuel Barrio [and others] -- Modeling Gene Regulatory Networks with Delayed Stochastic Dynamics / Andre S. Ribeiro, John J. Grefenstette, Stuart A. Kauffman -- Nonlinear Stochastic Differential Equations Method for Reverse Engineering of Gene Regulatory Network / Adriana Climescu-Haulica, Michelle Quirk -- Modelling Gene Regulatory Networks Using Computational Intelligence Techniques / Ramesh Ram, Madhu Chetty -- A Synthesis Method of Gene Regulatory Networks based on Gene Expression by Network Learning / Yoshihiro Mori, Yasuaki Kuroe -- Structural Learning of Genetic Regulatory Networks Based on Prior Biological Knowledge and Microarray Gene Expression Measurements / Yang Dai [and others] -- Problems for Structure Learning: Aggregation and Computational Complexity / Frank Wimberly [and others].
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| Abstract
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"This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--Provided by publisher.
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| Subject
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Genetic regulation-- Mathematical models, Handbooks, manuals, etc.
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Genetic regulation-- Mathematical models.
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SCIENCE-- Life Sciences-- Genetics Genomics.
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Gene Regulatory Networks.
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Computational Biology-- methods.
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Computer Simulation.
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Models, Genetic.
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| Dewey Classification
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572.8/65
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| LC Classification
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QH450.H36 2010
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| NLM classification
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2010 D-580
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QU 475H2366 2010
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| Added Entry
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Das, Sanjoy,1968-
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