- Хобби, семья, дом
Аннотация: Rainfall prediction is one of the challenging tasks in weather forecasting. Accurate and timely rainfall prediction can be very helpful to take effective security measures in advance regarding: ongoing construction projects, transportation activities, agricultural tasks, flight operations and flood situation, etc. Data mining techniques can effectively predict the rainfall by extracting the hidden patterns among available features of past weather data. This research contributes by providing a critical analysis and review of latest data mining techniques, used for rainfall prediction. This review will serve the researchers to analyse the latest work on rainfall prediction with the focus on data mining techniques and also will provide a baseline for future directions and comparisons
Ключевые слова: Rain fall, agriculture, artificial neural network, Machine Learning Algorithms
|Отрасли экономики: Приборостроение -> Производство электронных компонентов|
Accurate Rainfall Prediction Using Ensemble Neural Network. .
2018 г., 148 стр., мягкий переплет
Rain fall is one of the most complex and difficult element for carrying out weather forecast. Understanding and modeling of rainfall is a highly complex activity due to uncertain nature of atmospheric process that generates rain fall, as it is marred with large variation in scales of time and space. In this book, simplest type of neural networks...