Shruti Mishra,
Debahuti Mishra,
Sandeep Kumar Satapathy
Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome
Paperback Engels 2018 9780128163566
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome helps readers identify and select the specific genes causing oncogenes. The book also addresses the validation of the selected genes using various classification techniques and performance metrics, making it a valuable source for cancer researchers, bioinformaticians, and researchers from diverse fields interested in applying systems biology approaches to their studies.
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Inhoudsopgave
<p>1. Literature Review2. SVM-BT-RFE: An Improved Gene Selection Framework Using Bayesian T-Test Embedded in Support Vector Machine (Recursive Feature Elimination) Algorithm3. Enhanced Gene Ranking Approaches Using Modified Trace Ratio Algorithm for Gene Expression Data4. SNR-TR Gene Ranking Method: A Signal-to-Noise Ratio Based Gene Selection Algorithm Using Trace Ratio for Gene Expression Data5. Visualization of Interactive Gene Regulatory Network Using Gene Selection Techniques from Expression Data6. Conclusion and Future Work</p>
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