Machine Learning for Sustainable Development

Book

Machine Learning for Sustainable Development

Edited by: Kamal Kant Hiran , Deepak Khazanchi , Ajay Kumar Vyas and Sanjeevikumar Padmanaban

Language: English

Published/Copyright: 2021

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This book is in the series

Volume 9 | De Gruyter Frontiers in Computational Intelligence

About this book

The book will focus on the applications of machine learning for sustainable development. Machine learning (ML) is an emerging technique whose diffusion and adoption in various sectors (such as energy, agriculture, internet of things, infrastructure) will be of enormous benefit. The state of the art of machine learning models is most useful for forecasting and prediction of various sectors for sustainable development.

Author / Editor information

K.K.Hiran, Sir Padampat Singhania Univ.; D.Khazanki, Univ.of Nebraska; A.K.Vyas, Adani Inst. of Eng.; S.Padmanaban, Aarhus Univ.

Topics

Frontmatter Publicly Available Download PDF	I
Preface Publicly Available Download PDF	V
Contents Publicly Available Download PDF	VII
About editors Publicly Available Download PDF	IX
List of contributors Publicly Available Download PDF	XI
Chapter 1. A framework for applying artificial intelligence (AI) with Internet of nanothings (IoNT) Anoop Mishra, Abhishek Tripathi and Deepak Khazanchi Requires Authentication Unlicensed Licensed	1
Chapter 2 Opportunities and challenges in transforming higher education through machine learning Sujith Jayaprakash, V. Kathiresan, N. Shanmugapriya and Manish Dadhich Requires Authentication Unlicensed Licensed	17
Chapter 3 Efficient renewable energy integration: a pertinent problem and advanced time series data analytics solution Radha Guha Requires Authentication Unlicensed Licensed	31
Chapter 4 A comprehensive review on the application of machine learning techniques for analyzing the smart meter data Saeed Mian Qaisar, Doaa A. Bashawyah, Futoon Alsharif and Abdulhamit Subasi Requires Authentication Unlicensed Licensed	53
Chapter 5 Application of machine learning algorithms for facial expression analysis Uma V. Maheswari, Rajanikanth Aluvalu and Krishna Keerthi Chennam Requires Authentication Unlicensed Licensed	77
Chapter 6 Prediction of quality analysis for crop based on machine learning model Ammu Anna Mathew and S. Vivekanandan Requires Authentication Unlicensed Licensed	97
Chapter 7 Data model recommendations for real-time machine learning applications: a suggestive approach Mehul Mahrishi, Girish Sharma, Sudha Morwal, Vipin Jain and Mukesh Kalla Requires Authentication Unlicensed Licensed	115
Chapter 8 Machine learning for sustainable agriculture Ashok Bhansali, Swati Saxena and Kailash Chandra Bandhu Requires Authentication Unlicensed Licensed	129
Chapter 9 Application of machine learning in SLAM algorithms Rohit Mittal, Vibhakar Pathak, Geeta Chhabra Gandhi, Amit Mithal and Kamlesh Lakhwani Requires Authentication Unlicensed Licensed	147
Chapter 10 Machine learning for weather forecasting Shruti Dadhich, Vibhakar Pathak, Rohit Mittal and Ruchi Doshi Requires Authentication Unlicensed Licensed	161
Chapter 11 Applications of conventional machine learning and deep learning for automation of diagnosis: case study Roopa B. Hegde, Vidya Kudva, Keerthana Prasad, Brij Mohan Singh and Shyamala Guruvare Requires Authentication Unlicensed Licensed	175
Index Requires Authentication Unlicensed Licensed	199

Publishing information

Pages and Images/Illustrations in book

eBook published on:

July 19, 2021

eBook ISBN:

9783110702514

Hardcover published on:

July 20, 2021

Hardcover ISBN:

9783110702484

Pages and Images/Illustrations in book

Front matter:

13

Main content:

201

Illustrations:

36

Coloured Illustrations:

26

Tables:

23

https://doi.org/10.1515/9783110702514

eBook ISBN: 9783110702514

Hardcover ISBN: 9783110702484

Keywords for this book

Machine Learning; Artificial Intelligence; Sustainable Development

Audience(s) for this book

Researchers, Postgraduates and Professionals in IT, Computer Sciences, Engineering.

Safety & product resources

Manufacturer information:
Walter de Gruyter GmbH
Genthiner Straße 13
10785 Berlin
productsafety@degruyterbrill.com

Machine Learning for Sustainable Development

Overview

About this book

Author / Editor information

Topics

Table of contents

Bibliographic data