Soft Computing Techniques in Weather Science: Data-driven Techniques for Forecasting - Softcover

Mohankumar, Sudha

 
9783330078017: Soft Computing Techniques in Weather Science: Data-driven Techniques for Forecasting
Softcover
ISBN 10: 3330078014 ISBN 13: 9783330078017
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

In this 'Soft Computing Techniques in Weather Science’ book by Dr. Sudha Mohankumar presents a comprehensive collection of Data Mining and Soft Computing approaches for short-range weather forecasting. The basic Rough Set, Neural Network, Fuzzy Theories and Classification concepts are dealt in detail with the relevant information for understanding the computing process. The applicability of various techniques in rainfall modeling is explained with the real-time observational dataset, highlighting the difference between various theoretical models. The book can be used as a handbook as well as a guide for soft computing research scholars and for various professionals who work in this area.

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Über die Autorin bzw. den Autor

Dr. Sudha Mohankumar is Associate Professor and joined the Information Technology & Engineering department at the VIT University (India) in 2008. Her current research interests are in the areas of Computational Intelligence, Soft Computing Models, Data Analytics, Data Security, and Business Process Management.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3330078014
ISBN 13 
9783330078017
Einband
Taschenbuch
Anzahl der Seiten
160
Kontakt zum Hersteller
Nicht verfügbar
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