Book 2013

Gene Network Inference

Verification of Methods for Systems Genetics Data

Editors:

ISBN: 978-3-642-45160-7 (Print) 978-3-642-45161-4 (Online)

Table of contents (8 chapters)

  1. Front Matter

    Pages i-xi

  2. No Access

    Chapter

    Pages 1-8

    Simulation of the Benchmark Datasets

  3. No Access

    Chapter

    Pages 9-31

    A Panel of Learning Methods for the Reconstruction of Gene Regulatory Networks in a Systems Genetics Context

  4. No Access

    Chapter

    Pages 33-47

    Benchmarking a Simple Yet Effective Approach for Inferring Gene Regulatory Networks from Systems Genetics Data

  5. No Access

    Chapter

    Pages 49-61

    Differential Equation Based Reverse-Engineering Algorithms: Pros and Cons

  6. No Access

    Chapter

    Pages 63-85

    Gene Regulatory Network Inference from Systems Genetics Data Using Tree-Based Methods

  7. No Access

    Chapter

    Pages 87-105

    Extending Partially Known Networks

  8. No Access

    Chapter

    Pages 107-118

    Integration of Genetic Variation as External Perturbation to Reverse Engineer Regulatory Networks from Gene Expression Data

  9. No Access

    Chapter

    Pages 119-130

    Using Simulated Data to Evaluate Bayesian Network Approach for Integrating Diverse Data