Prediction of floods using improved PCA with one-dimensional convolutional neural network

Forecasting floods have always been a difficult task due to the complexity of the available data. Machine learning techniques have been widely used to predict floods based on precipitation, humidity, temperature, water velocity, and level variables. However, most prior studies have examined the mont...

Full description

Bibliographic Details
Main Authors: Tegil J. John, R. Nagaraj
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-01-01
Series:International Journal of Intelligent Networks
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666603023000131