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Computational Intelligence and Big Data Analytics

Applications in Bioinformatics

  • Ch. Satyanarayana
  • Kunjam Nageswara Rao
  • Richard G. Bush

Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Also part of the SpringerBriefs in Forensic and Medical Bioinformatics book sub series (BRIEFSFOMEBI)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Bharathi Devi Patnala, R. Kiran Kumar
    Pages 1-13
  3. B. Rakesh, T. Kavitha, K. Lalitha, K. Thejaswi, Naresh Babu Muppalaneni
    Pages 15-20
  4. P. Dhana Lakshmi, K. Ramani, B. Eswara Reddy
    Pages 37-53
  5. Bhavna Saini, Sumit Srivastava
    Pages 65-73
  6. V. Lalithendra Nadh, G. Syam Prasad
    Pages 75-79
  7. Jayanta Kumar Das, Richa Singh, Pabitra Pal Choudhury, Bidyut Roy
    Pages 107-118
  8. M. Mahendra, C. Kishore, Ch. Prathima
    Pages 119-125
  9. P. Aruna Kumari, G. Jaya Suma
    Pages 127-137

About this book

Introduction

This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.

Keywords

Data Mining Machine Learning Nanoinformatics Neural Networks Human-centric Computing Information Processing Biomedical Informatics Denoising of ECG Signals Chest Diseases Particle Swarm Optimization Diabetic Retinopathy Detection DNA Security

Authors and affiliations

  • Ch. Satyanarayana
    • 1
  • Kunjam Nageswara Rao
    • 2
  • Richard G. Bush
    • 3
  1. 1.Department of Computer Science and EngineeringJawaharlal Nehru Technological UniversityKakinadaIndia
  2. 2.Department of Computer Science and Systems EngineeringAndhra UniversityVisakhapatnamIndia
  3. 3.College of Information TechnologyBaker CollegeFlintUSA

Bibliographic information