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Handbook of research on computationa...
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Das, Sanjoy, (1968-)
Handbook of research on computational methodologies in gene regulatory networks
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Handbook of research on computational methodologies in gene regulatory networks[edited by] Sanjoy Das ... [et al.].
其他作者:
Das, Sanjoy,
出版者:
Hershey, Pa. :IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),c2010.
面頁冊數:
electronic texts (xxix, 710 p. : ill.) :digital files.
標題:
Genetic regulationHandbooks, manuals, etc.Mathematical models
電子資源:
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-685-3
ISBN:
9781605666860 (ebook)
Handbook of research on computational methodologies in gene regulatory networks
Handbook of research on computational methodologies in gene regulatory networks
[electronic resource] /[edited by] Sanjoy Das ... [et al.]. - Hershey, Pa. :IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),c2010. - electronic texts (xxix, 710 p. : ill.) :digital files.
Includes bibliographical references (p. 638-687) and index.
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 ... [et al.] -- 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 ... [et al.] -- Problems for Structure Learning: Aggregation and Computational Complexity / Frank Wimberly ... [et al.] --
Restricted to subscribers or individual electronic text purchasers.
Recent advances in gene sequencing technology are now shedding light on the complex interplay between genes that elicit phenotypic behavior characteristic of any given organism. In order to mediate internal and external signals, the daunting task of classifying an organism's genes into complex signaling pathways needs to be completed. This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization. This innovative handbook of research presents a complete overview of computational intelligence approaches for learning and optimization and how they can be used in gene regulatory networks.
Mode of access: World Wide Web.
ISBN: 9781605666860 (ebook)
Standard No.: 10.4018/978-1-60566-685-3doi
LCCN: 2009017383Subjects--Topical Terms:
717879
Genetic regulation
--Mathematical models--Handbooks, manuals, etc.Subjects--Index Terms:
Bayesian networks for modeling
LC Class. No.: QH450 / .H36 2010e
Dewey Class. No.: 572.8/65
National Agricultural Library Call No.: QH450 / .H36 2010e
Handbook of research on computational methodologies in gene regulatory networks
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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 ... [et al.] -- 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 ... [et al.] -- Problems for Structure Learning: Aggregation and Computational Complexity / Frank Wimberly ... [et al.] --
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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 / Helio C. Pais ... [et al.] -- Determining the Properties of Gene Regulatory Networks from Expression Data / Larry S. Liebovitch ... [et al.] -- 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 ... [et al.] -- 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 ... [et al.] -- 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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Recent advances in gene sequencing technology are now shedding light on the complex interplay between genes that elicit phenotypic behavior characteristic of any given organism. In order to mediate internal and external signals, the daunting task of classifying an organism's genes into complex signaling pathways needs to be completed. This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization. This innovative handbook of research presents a complete overview of computational intelligence approaches for learning and optimization and how they can be used in gene regulatory networks.
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http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-685-3
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