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

Mishra, Dr. Shruti

Brossura

ISBN 10: 0128163569 ISBN 13: 9780128163566

Casa editrice: Academic Press, 2018

Riassunto

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.

Su questo libro

Informazioni sugli autori

Dr. Mishra is currently working as an Associate Professor in the Department of Computer Science & Engineering, Vignana Bharathi Institute of Technology, Hyderabad and as former Head of the Department for the same institution. She was earlier working as an Assistant Professor, Department of Computer Science & Engineering, Institute of Technical Education & Research, Siksha O Anusandhan (Deemed-to-be University), Bhubaneswar, Odisha, India. She has guided 5 M.Tech thesis and more than 30 B.Tech students. Dr. Mishra has around 22 publications in various peer-reviewed journals and conference, 3 book chapters and 1 book to her credit. Her area of research is basically in Data Mining, Bioinformatics and Machine Learning. She is currently into the field of Geoinformatics and Deep Learning.

Dr. Sandeep Kumar Satapathy is currently working as an Associate Professor in the Department of Computer Science & Engineering and is also the Head of the Department of Information Technology at Vignana Bharathi Institute of Technology. Dr. Satapathy did his doctorate in the field of Data Mining & Machine Learning, and his thesis included a detailed classification of brain EEG signals using machine learning techniques. He has been member to various academic committees within the institution. Also, he has been an active reviewer in various peer reviewed journals and presented papers in prestigious conferences. He has also reviewed many research articles and books for Elsevier for possible publication. Prof. Satapathy is highly engrossed into the area of deep learning and image processing. He has many research publications to his credit, that is more than 25 research articles, book chapters and has guided more than 10 master thesis. Dr. Satapathy has also authored a book entitled Frequent Pattern Discovery from Gene Expression Data: An Experimental Approach. He is currently member of many professional organizations and societies. His research interest includes Bioinformatics and computational approaches to biomedical field.

Dettagli dell?edizione

• Editore: Academic Press
• Data di pubblicazione: 2018
• ISBN 10: 0128163569
• ISBN 13: 9780128163566
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero edizione: 1
• Numero di pagine: 132
• Contatto del produttore: non disponibile