Monthly streamflow prediction in Amasya, Türkiye, using an integrated approach of a feedforward backpropagation neural network and discrete wavelet transform

Application of a novel technique of the multi-discrete wavelet transforms in hybrid with artificial neural network to forecast the daily and monthly streamflow

(2022) Sadegh Momeneh et al.   Modeling Earth Systems and Environment

Predicting monthly streamflow using artificial neural networks and wavelet neural networks models

(2022) Muhammet Yilmaz et al.   Modeling Earth Systems and Environment

Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow

(2022) Kegang Wang et al.   Engineering Applications of Computational Fluid Mechanics

Performance enhancement of SVM model using discrete wavelet transform for daily streamflow forecasting

(2021) Shruti Kambalimath S et al.   Environmental Earth Sciences

Predicting Monthly Streamflow Using a Hybrid Wavelet Neural Network: Case Study of the Çoruh River Basin

(2021) Mehmet Şamil Güneş et al.   POLISH JOURNAL OF ENVIRONMENTAL STUDIES

Prediction of daily streamflow using artificial neural networks (ANNs), wavelet neural networks (WNNs), and adaptive neuro-fuzzy inference system (ANFIS) models

(2020) Hüseyin Yıldırım Dalkiliç et al.   Water Science and Technology-Water Supply

Drought forecasting: A review of modelling approaches 2007–2017

(2019) K. F. Fung et al.   Journal of Water and Climate Change

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

(2019) Paula Karenina de Macedo Machado Freire et al.   APPLIED SOFT COMPUTING

A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)

(2019) Yazid Tikhamarine et al.   Arabian Journal of Geosciences

Application of Integrated Artificial Neural Networks Based on Decomposition Methods to Predict Streamflow at Upper Indus Basin, Pakistan

(2018) Muhammad Tayyab et al.   Atmosphere

Rainfall-runoff modeling at Jinsha River basin by integrated neural network with discrete wavelet transform

(2017) Muhammad Tayyab et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Comparative study of different wavelet based neural network models for rainfall–runoff modeling

(2014) Muhammad Shoaib et al.   JOURNAL OF HYDROLOGY

A wavelet-neural network hybrid modelling approach for estimating and predicting river monthly flows

(2013) Shouke Wei et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Rainfall-runoff modeling using conceptual, data driven, and wavelet based computing approach

(2013) P.C. Nayak et al.   JOURNAL OF HYDROLOGY

Comparative study of different wavelets for hydrologic forecasting

(2012) R. Maheswaran et al.   COMPUTERS & GEOSCIENCES

Using self-organizing maps and wavelet transforms for space–time pre-processing of satellite precipitation and runoff data in neural network based rainfall–runoff modeling

(2012) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Using wavelet transform to improve generalization capability of feed forward neural networks in monthly runoff prediction

(2012) Umut Okkan   Scientific Research and Essays

Two hybrid Artificial Intelligence approaches for modeling rainfall–runoff process

(2011) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model

(2010) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

River flow forecasting using different artificial neural network algorithms and wavelet transform

(2009) Turgay Partal   CANADIAN JOURNAL OF CIVIL ENGINEERING

A Multivariate ANN-Wavelet Approach for Rainfall–Runoff Modeling

(2009) Vahid Nourani et al.   WATER RESOURCES MANAGEMENT

A combined neural-wavelet model for prediction of Ligvanchai watershed precipitation

(2008) Vahid Nourani et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Stream flow forecasting using neuro-wavelet technique

(2008) Özgür Kişi   HYDROLOGICAL PROCESSES

River flow forecasting and estimation using different artificial neural network techniques

(2008) Özgür Kişi   HYDROLOGY RESEARCH