Gene Network Inference

Chapter 1 Simulation of the Benchmark Datasets

Chapter 2 A Panel of Learning Methods for the Reconstruction of Gene Regulatory Networks in a Systems Genetics Context

Chapter 3 Benchmarking a Simple Yet Effective Approach for Inferring Gene Regulatory Networks from Systems Genetics Data

Chapter 4 Differential Equation Based Reverse-Engineering Algorithms: Pros and Cons

Chapter 5 Gene Regulatory Network Inference from Systems Genetics Data Using Tree-Based Methods

Chapter 7 Integration of Genetic Variation as External Perturbation to Reverse Engineer Regulatory Networks from Gene Expression Data

Chapter 8 Using Simulated Data to Evaluate Bayesian Network Approach for Integrating Diverse Data