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Computational network analysis with R : applications in biology, medicine, and chemistry /
This new title in the well-established "Quantitative Network Biology" series includes innovative and existing methods for analyzing network data in such areas as network biology and chemoinformatics. With its easy-to-follow introduction to the theoretical background and application-oriente...
| Call Number: | Libro Electrónico |
|---|---|
| Other Authors: | , , |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Weinheim, Germany :
Wiley-VCH,
[2016]
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| Series: | Quantitative and network biology ;
v. 7. |
| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- Using the DiffCorr Package to Analyze and Visualize Differential Correlations in Biological Networks / Atsushi Fukushima, Kozo Nishida
- Analytical Models and Methods for Anomaly Detection in Dynamic, Attributed Graphs / Benjamin A Miller, Nicholas Arcolano, Stephen Kelley, Nadya T Bliss
- Bayesian Computational Algorithms for Social Network Analysis / Alberto Caimo, Isabella Gollini
- Threshold Degradation in R Using iDEMO / Chien-Yu Peng, Ya-Shan Cheng
- Optimization of Stratified Sampling with the R Package SamplingStrata: Applications to Network Data / Marco Ballin, Giulio Barcaroli
- Exploring the Role of Small Molecules in Biological Systems Using Network Approaches / Rajarshi Guha, Sourav Das
- Performing Network Alignments with R / Qiang Huang, Ling-Yun Wu
- ℓ1-Penalized Methods in High-Dimensional Gaussian Markov Random Fields / Luigi Augugliaro, Angelo M Mineo, Ernst C Wit
- Cluster Analysis of Social Networks Using R / Malika Charrad
- Inference and Analysis of Gene Regulatory Networks in R / Ricardo de M Simoes, Matthias Dehmer, Constantine Mitsiades, Frank Emmert-Streib
- Visualization of Biological Networks Using NetBioV / Shailesh Tripathi, Salissou Moutari, Matthias Dehmer, Frank Emmert-Streib.