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Nature Inspired Computing for Data Science

  • Minakhi Rout
  • Jitendra Kumar Rout
  • Himansu Das
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 871)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Shamim Ripon, Md. Golam Sarowar, Fahima Qasim, Shamse Tasnim Cynthia
    Pages 1-28
  3. Wenheng Liu, Mahjoub Dridi, Hongying Fei, Amir Hajjam El Hassani
    Pages 29-56
  4. K. Radhika, K. Devika, T. Aswathi, P. Sreevidya, V. Sowmya, K. P. Soman
    Pages 57-82
  5. Hiram Ponce, Guillermo González-Mora, Elizabeth Morales-Olvera, Paulo Souza
    Pages 109-138
  6. A. Rodríguez del Nozal, A. Tapia, L. Alvarado-Barrios, D. G. Reina
    Pages 139-167
  7. Lokeswari Venkataramana, Shomona Gracia Jacob, Saraswathi Shanmuganathan, Venkata Vara Prasad Dattuluri
    Pages 241-277
  8. Minakhi Rout, Jitendra Kumar Rout, Himansu Das
    Pages C1-C1

About this book

Introduction

This book discusses the current research and concepts in data science and how these can be addressed using different nature-inspired optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores how researchers are using nature-inspired optimization techniques to find solutions to these problems in domains such as disease analysis and health care, object recognition, vehicular ad-hoc networking, high-dimensional data analysis, gene expression analysis, microgrids, and deep learning. As such it provides insights and inspiration for researchers to wanting to employ nature-inspired optimization techniques in their own endeavors.

Keywords

Nature Inspired Computing Optimization Techniques Data Science Data Analytics Big Data

Editors and affiliations

  • Minakhi Rout
    • 1
  • Jitendra Kumar Rout
    • 2
  • Himansu Das
    • 3
  1. 1.School of Computer EngineeringKalinga Institute of Industrial Technology, Deemed to be UniversityBhubaneswarIndia
  2. 2.School of Computer EngineeringKalinga Institute of Industrial Technology, Deemed to be UniversityBhubaneswarIndia
  3. 3.School of Computer EngineeringKalinga Institute of Industrial Technology, Deemed to be UniversityBhubaneswarIndia

Bibliographic information

Industry Sectors
IT & Software