Data Mining for Systems Biology : Methods and Protocols /
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| Format: | eBook |
| Language: | English |
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New York, NY :
Springer New York : Imprint: Humana,
2018.
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| Edition: | 2nd ed. 2018. |
| Series: | Methods in Molecular Biology,
1807 |
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Table of Contents:
- Identifying Bacterial Strains from Sequencing Data
- MetaVW: Large-Scale Machine Learning for Metagenomics Sequence Classification
- Online Interactive Microbial Classification and Geospatial Distributional Analysis Using BioAtlas
- Generative Models for Quantification of DNA Modifications
- DiMmer: Discovery of Differentially Methylated Regions in Epigenome-Wide Association Study (EWAS) Data
- Implementing a Transcription Factor Interaction Prediction System Using the GenoMetric Query Language
- Multiple Testing Tool to Detect Combinatorial Effects in Biology
- SiBIC: A Tool for Generating a Network of Biclusters Captured by Maximal Frequent Itemset Mining
- Computing and Visualizing Gene Function Similarity and Coherence with NaviGO
- Analyzing Glycan Binding Profiles Using Weighted Multiple Alignment of Trees
- Analysis of Fluxomic Experiments with Principal Metabolic Flux Mode Analysis
- Analyzing Tandem Mass Spectra Using the DRIP Toolkit: Training, Searching, and Post-Processing
- Sparse Modeling to Analyze Drug-Target Interaction Networks
- DrugE-Rank: Predicting Drug-Target Interactions by Learning to Rank
- MeSHLabeler and DeepMeSH: Recent Progress in Large-Scale MeSH Indexing
- Disease Gene Classification with Metagraph Representations
- Inferring Antimicrobial Resistance from Pathogen Genomes in KEGG.