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

ISBN-13: 9783330078017 / Angielski / Miękka / 2017 / 160 str.

Sudha Mohankumar

Opis

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.

O autorze

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.