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Sasikumar Gurumoorthy, Maode Ma, Naresh Babu Muppalaneni
(Beteiligte)
Soft Computing and Medical Bioinformatics
1st ed. 2019. 2018. ix, 139 S. 13 SW-Abb., 64 Farbabb. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER SINGAPORE; SPRINGER 2018
ISBN: 9811300585 (9811300585)
Neue ISBN: 978-9811300585 (9789811300585)
Preis und Lieferzeit: Bitte klicken
This book highlights the applications of soft computing techniques in medical bioinformatics. It reflects the state-of-the-art research in soft computing and bioinformatics, including theory, algorithms, numerical simulations, and error and uncertainty analysis. It also deals with novel applications of new processing techniques in computer science. This book is useful to both students and researchers from computer science and engineering fields.
Chapter 1: Cognitive State Classifiers For Identifying Brain Activities
Chapter 2: Classification of Abnormal Blood Vessels in Diabetic Retinopathy using Neural Network
Chapter 3: Design and Implementation of Intelligent System to Detect Malicious Facebook posts using Support Vector Machine (SVM)
Chapter 4: A Novel Evolutionary Automatic Clustering Technique by Unifying Initial Seed Selection Algorithms and K-Means into Teaching-Learning-Based Optimization Chapter 5: A Novel Level Based Dna Security Algorithm Using DNA Codons Chapter 6: Construction of Breast Cancer Based Protein Protein Interaction Network Using Multiple Sources of Datasets
Chapter 7: Hybridizing spectral clustering with shadow clustering
Dr M Naresh Babu is an associate professor at the Department of Computer Science and Systems Engineering, at Sree Vidyanikethan Engineering College in Tirupati, Andhra Pradesh, India. He has edited 2 volumes and published 3 books and more than 18 papers in various international journals and conference proceedings. He is a life member of CSI, member of ISCA, and a senior member of IEEE. His research interests are in the area of computational systems biology, bioinformatics, artificial intelligence in biomedical engineering, applications of intelligent system techniques, image processing, and social network analysis.