Machine Learning Algorithms for Prediction of Indian Summer Monsoon - Tapa blanda

Saha, Moumita; Mitra, Pabitra

9783659956522: Machine Learning Algorithms for Prediction of Indian Summer Monsoon

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ISBN 10: 365995652X ISBN 13: 9783659956522

Editorial: LAP LAMBERT Academic Publishing, 2016

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Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal.

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Moumita Saha has completed her PhD degree from Computer Science & Engineering at Indian Institute of Technology Kharagpur in 2016. She has received her M.Tech in Computer Science & Technology from BESU Shibpur in 2012 and B.Tech from WBUT in 2010. Her specialisations include pattern recognition, machine learning, data mining, and climate science.

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Editorial: LAP LAMBERT Academic Publishing
A�o de publicaci�n: 2016
Idioma: Ingl�s
ISBN 10: 365995652X
ISBN 13: 9783659956522
Encuadernaci�n: Tapa blanda
N�mero de p�ginas: 216
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Machine Learning Algorithms for Prediction of Indian Summer Monsoon

Moumita Saha|Pabitra Mitra

Publicado por LAP LAMBERT Academic Publishing, 2016

ISBN 10: 365995652X ISBN 13: 9783659956522

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Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Saha MoumitaMoumita Saha has completed her PhD degree from Computer Science & Engineering at Indian Institute of Technology Kharagpur in 2016. She has received her M.Tech in Computer Science & Technology from BESU Shibpur in 2012 and. N� de ref. del art�culo: 159148379

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Machine Learning Algorithms for Prediction of Indian Summer Monsoon

Moumita Saha

Publicado por LAP Lambert Academic Publishing Okt 2016, 2016

ISBN 10: 365995652X ISBN 13: 9783659956522

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Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal. 216 pp. Englisch. N� de ref. del art�culo: 9783659956522

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Machine Learning Algorithms for Prediction of Indian Summer Monsoon

Moumita Saha

Publicado por LAP Lambert Academic Publishing, 2016

ISBN 10: 365995652X ISBN 13: 9783659956522

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Taschenbuch. Condici�n: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal. N� de ref. del art�culo: 9783659956522

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Machine Learning Algorithms for Prediction of Indian Summer Monsoon

Moumita Saha

Publicado por LAP Lambert Academic Publishing Okt 2016, 2016

ISBN 10: 365995652X ISBN 13: 9783659956522

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Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania

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Taschenbuch. Condici�n: Neu. Neuware -Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal.Books on Demand GmbH, �berseering 33, 22297 Hamburg 216 pp. Englisch. N� de ref. del art�culo: 9783659956522

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