Machine learning for sustainable development

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...

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Other Authors: Hiran, Kamal Kant, 1982- (Editor), Khazanchi, Deepak, (Editor, Contributor, https://id.loc.gov/vocabulary/relators/ctb, http://id.loc.gov/vocabulary/relators/edt), Vyas, Ajay Kumar, (Editor), Sanjeevikumar, Padmanaban, 1978- (Editor), Alsharif, Futoon, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Aluvalu, Rajanikanth, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Bandhu, Kailash Chandra, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Bashawyah, Doaa A., (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Bhansali, Ashok, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Chhabra Gandhi, Geeta, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Dadhich, Manish, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Dadhich, Shruti, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Doshi, Ruchi, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Guha, Radha, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Guruvare, Shyamala, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Hegde, Roopa B., (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Jain, Vipin, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Jayaprakash, Sujith, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Kalla, Mukesh, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Kant Hiran, Kamal, (Editor, http://id.loc.gov/vocabulary/relators/edt), Kathiresan, V., (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Keerthi Chennam, Krishna, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Kudva, Vidya, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Kumar Vyas, Ajay, (Editor, http://id.loc.gov/vocabulary/relators/edt), Lakhwani, Kamlesh, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Maheswari, Uma V., (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Mahrishi, Mehul, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Mathew, Ammu Anna, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Mishra, Anoop, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Mithal, Amit, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Mittal, Rohit, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Morwal, Sudha, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Padmanaban, Sanjeevikumar, (Editor, http://id.loc.gov/vocabulary/relators/edt), Pathak, Vibhakar, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Prasad, Keerthana, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Qaisar, Saeed Mian, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Saxena, Swati, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Shanmugapriya, N., (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Sharma, Girish, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Singh, Brij Mohan, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Subasi, Abdulhamit, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Tripathi, Abhishek, (Contributor, https://id.loc.gov/vocabulary/relators/ctb), Vivekanandan, S., (Contributor, https://id.loc.gov/vocabulary/relators/ctb)
Format: eBook
Language: English
Published: Berlin ; Boston : Walter de Gruyter GmbH, [2021]
Series: De Gruyter frontiers in computational intelligence ; v. 9.
Subjects:
Sustainable development.
Machine learning.
Artificial intelligence.
Internet of things.
elektronické knihy
electronic books
ISBN: 3110702517
9783110702514
9783110702484
3110702487
Physical Description: 1 online resource (xiii, 200 pages) : illustrations (some color)

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Table of contents

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040 |a DEGRU  |b eng  |e rda  |e pn  |c DEGRU  |d YDX  |d YDXIT  |d OCLCO  |d EBLCP  |d WAU  |d N$T  |d OCLCF  |d UAB  |d OCLCQ  |d OCLCO  |d OCLCA  |d OCLCQ  |d DEGRU  |d OCLCO  |d OCLCL  |d PUL  |d OCLCO  |d OCLCL  |d UKAHL 
020 |a 3110702517  |q (electronic book) 
020 |a 9783110702514  |q (electronic bk.) 
020 |z 9783110702484  |q (hardcover) 
020 |z 3110702487  |q (hardcover) 
024 7 |a 10.1515/9783110702514  |2 doi 
035 |a (OCoLC)1262308295  |z (OCoLC)1262904016 
041 7 |a eng  |2 iso639-3 
245 0 0 |a Machine learning for sustainable development /  |c edited by Kamal Kant Hiran, Deepak Khazanchi, Ajay Kumar Vyas and Sanjeevikumar Padmanaban. 
264 1 |a Berlin ;  |a Boston :  |b Walter de Gruyter GmbH,  |c [2021] 
300 |a 1 online resource (xiii, 200 pages) :  |b illustrations (some color) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a De Gruyter Frontiers in Computational Intelligence ;  |v volume 9 
504 |a Includes bibliographical references and index. 
505 0 0 |t Chapter 1. A framework for applying artificial intelligence (AI) with Internet of nanothings (IoNT) --  |t Chapter 2 Opportunities and challenges in transforming higher education through machine learning --  |t Chapter 3 Efficient renewable energy integration: a pertinent problem and advanced time series data analytics solution --  |t Chapter 4 A comprehensive review on the application of machine learning techniques for analyzing the smart meter data --  |t Chapter 5 Application of machine learning algorithms for facial expression analysis --  |t Chapter 6 Prediction of quality analysis for crop based on machine learning model --  |t Chapter 7 Data model recommendations for real-time machine learning applications: a suggestive approach --  |t Chapter 8 Machine learning for sustainable agriculture --  |t Chapter 9 Application of machine learning in SLAM algorithms --  |t Chapter 10 Machine learning for weather forecasting --  |t Chapter 11 Applications of conventional machine learning and deep learning for automation of diagnosis: case study --  |t Index 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a 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. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Sustainable development. 
650 0 |a Machine learning. 
650 0 |a Artificial intelligence. 
650 0 |a Internet of things. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Hiran, Kamal Kant,  |d 1982-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjrr9MD4BCTT6jRBDJhGpP 
700 1 |a Khazanchi, Deepak,  |e editor. 
700 1 |a Vyas, Ajay Kumar,  |e editor. 
700 1 |a Sanjeevikumar, Padmanaban,  |d 1978-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjt9g7qKDRt7YYCbrkRmbb 
700 1 |a Alsharif, Futoon,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Aluvalu, Rajanikanth,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Bandhu, Kailash Chandra,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Bashawyah, Doaa A.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Bhansali, Ashok,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Chhabra Gandhi, Geeta,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Dadhich, Manish,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Dadhich, Shruti,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Doshi, Ruchi,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Guha, Radha,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Guruvare, Shyamala,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Hegde, Roopa B.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Jain, Vipin,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Jayaprakash, Sujith,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Kalla, Mukesh,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Kant Hiran, Kamal,  |e editor  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Kathiresan, V.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Keerthi Chennam, Krishna,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Khazanchi, Deepak,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Khazanchi, Deepak,  |e editor  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Kudva, Vidya,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Kumar Vyas, Ajay,  |e editor  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Lakhwani, Kamlesh,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Maheswari, Uma V.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mahrishi, Mehul,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mathew, Ammu Anna,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mishra, Anoop,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mithal, Amit,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mittal, Rohit,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Morwal, Sudha,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Padmanaban, Sanjeevikumar,  |e editor  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Pathak, Vibhakar,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Prasad, Keerthana,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Qaisar, Saeed Mian,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Saxena, Swati,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Shanmugapriya, N.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Sharma, Girish,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Singh, Brij Mohan,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Subasi, Abdulhamit,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Tripathi, Abhishek,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Vivekanandan, S.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
776 0 8 |i Print version:  |z 9783110702583 
776 0 8 |i Print version:  |z 9783110702484 
830 0 |a De Gruyter frontiers in computational intelligence ;  |v v. 9. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpMLSD0003/machine-learning-for?kpromoter=marc  |y Full text 

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