Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome

Presents best practices in gene selection and gene regulatory networks

Shruti Mishra (Author), Debahuti Mishra (Author), Sandeep Kumar Satapathy (Author)

9780128163566

Paperback, published 11 May 2018

200 pages, 40 illustrations (20 in full color)
23.4 x 19 x 1.4 cm, 0.29 kg

Approx.192 pages

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

Subject Areas: Life sciences: general issues [PSA]