Soft Computing and Medical Bioinformatics

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. Front Matter ....Pages i-ix A Novel Evolutionary Automatic Clustering Technique by Unifying Initial Seed Selection Algorithms into Teaching–Learning-Based Optimization (Ramachandra Rao Kurada, Karteeka Pavan Kanadam)....Pages 1-9 Construction of Breast Cancer-Based Protein–Protein Interaction Network Using Multiple Sources of Datasets (M. Mary Sujatha, K. Srinivas, R. Kiran Kumar)....Pages 11-16 Design and Implementation of Intelligent System to Detect Malicious Facebook Posts Using Support Vector Machine (SVM) (Sasikumar Gurumurthy, C. Sushama, M. Ramu, K. Sai Nikhitha)....Pages 17-24 Classification of Abnormal Blood Vessels in Diabetic Retinopathy Using Neural Network (K. G. Suma, V. Saravana Kumar)....Pages 25-38 Hybridizing Spectral Clustering with Shadow Clustering (N. Bala Krishna, S. Murali Krishna, C. Shoba Bindu)....Pages 39-46 Dimension Reduction and Storage Optimization Techniques for Distributed and Big Data Cluster Environment (S. Kalyan Chakravarthy, N. Sudhakar, E. Srinivasa Reddy, D. Venkata Subramanian, P. Shankar)....Pages 47-54 A Comparative Analysis on Ensemble Classifiers for Concept Drifting Data Streams (Nalini Nagendran, H. Parveen Sultana, Amitrajit Sarkar)....Pages 55-62 Machine Learning Algorithms with ROC Curve for Predicting and Diagnosing the Heart Disease (R. Kannan, V. Vasanthi)....Pages 63-72 Latent Variate Factorial Principal Component Analysis of Microelectrode Recording of Subthalamic Nuclei Neural Signals with Deep Brain Stimulator in Parkinson Disease (Venkateshwarla Rama Raju, Lavanya Neerati, B Sreenivas)....Pages 73-83 CNN Data Mining Algorithm for Detecting Credit Card Fraud (P. Ragha Vardhani, Y. Indira Priyadarshini, Y. Narasimhulu)....Pages 85-93 Study on Computational Intelligence Approaches and Big Data Analytics in Smart Transportation System (D. Venkata Siva Reddy, R. Vasanth Kumar Mehta)....Pages 95-102 A Survey on Efficient Data Deduplication in Data Analytics (Ch. Prathima, L. S. S. Reddy)....Pages 103-113 Classification of Alzheimer’s Disease by Using FTD Tree (Bala Brahmeswar Kadaru, Allada Apparna, M. Uma Maheswara Rao, G. Trinesh Sagar Reddy)....Pages 115-128 Experimental Investigation of Cognitive Impact of Yoga Meditation on Physical and Mental Health Parameters Using Electro Encephalogram (Ramasamy Mariappan, M Rama Subramanian)....Pages 129-139