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Machine Learning Algorithms for Industrial Applications

  • Santosh Kumar Das
  • Shom Prasad Das
  • Nilanjan Dey
  • Aboul-Ella Hassanien
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 907)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Natural Language Processing

  3. Computer Vision

    1. Front Matter
      Pages 67-67
    2. Debanand Kanhar, Raunak Chandak
      Pages 69-81
    3. Ashish Ranjan, Varun Nagesh Jolly Behera, Motahar Reza
      Pages 83-105
    4. Jai Kotia, Adit Kotwal, Rishika Bharti, Ramchandra Mangrulkar
      Pages 107-132
    5. Vimal K. Shrivastava, Monoj K. Pradhan
      Pages 133-152
    6. Debanand Kanhar, Raunak Chandak
      Pages 167-181
  4. Data Analysis and Prediction

  5. Decision Making System

    1. Front Matter
      Pages 265-265
    2. Divya Mishra, Abhishek Kumar, Vishwas Mishra, Shobhit Tyagi, Shyam Akashe
      Pages 267-284

About this book

Introduction

This book explores several problems and their solutions regarding data analysis and prediction for industrial applications. Machine learning is a prominent topic in modern industries: its influence can be felt in many aspects of everyday life, as the world rapidly embraces big data and data analytics. Accordingly, there is a pressing need for novel and innovative algorithms to help us find effective solutions in industrial application areas such as media, healthcare, travel, finance, and retail. In all of these areas, data is the crucial parameter, and the main key to unlocking the value of industry. 

The book presents a range of intelligent algorithms that can be used to filter useful information in the above-mentioned application areas and efficiently solve particular problems. Its main objective is to raise awareness for this important field among students, researchers, and industrial practitioners.

Keywords

Computational Intelligence Ad-hoc & Sensor Network Decision Making System Image Processing Intrusion Detection System Natural Language Processing Nature-inspired Computing Social Networking

Editors and affiliations

  • Santosh Kumar Das
    • 1
  • Shom Prasad Das
    • 2
  • Nilanjan Dey
    • 3
  • Aboul-Ella Hassanien
    • 4
  1. 1.School of Computer Science and EngineeringNational Institute of Science and Technology (Autonomous)BerhampurIndia
  2. 2.School of Computer Science and EngineeringNational Institute of Science and Technology (Autonomous)BerhampurIndia
  3. 3.Department of Information TechnologyTechno India College of TechnologyKolkataIndia
  4. 4.Founder and Head of the Egyptian Scientific Research Group (SRGE), Information Technology DepartmentCairo University, Faculty of Computer and Artificial IntelligenceGizaEgypt

Bibliographic information