Machine Learning Algorithms for Prediction of Indian Summer Monsoon - Softcover

Saha, Moumita; Mitra, Pabitra

 
9783659956522: Machine Learning Algorithms for Prediction of Indian Summer Monsoon
Softcover
ISBN 10: 365995652X ISBN 13: 9783659956522
Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
365995652X
ISBN 13 
9783659956522
Einband
Taschenbuch
Anzahl der Seiten
216
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Deutschland