Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam

Monthly streamflow forecasting using neuro-wavelet techniques and input analysis

(2019) André Gustavo da Silva Melo Honorato et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Univariate streamflow forecasting using commonly used data-driven models: literature review and case study

(2018) Zhenghao Zhang et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Hybrid Models Combining EMD/EEMD and ARIMA for Long-Term Streamflow Forecasting

(2018) Zhi-Yu Wang et al.   Water

Monthly Streamflow Forecasting Using EEMD-Lasso-DBN Method Based on Multi-Scale Predictors Selection

(2018) Haibo Chu et al.   Water

New formulation for forecasting streamflow: evolutionary polynomial regression vs. extreme learning machine

(2017) Mohammad Rezaie-Balf et al.   HYDROLOGY RESEARCH

Wavelet coupled MARS and M5 Model Tree approaches for groundwater level forecasting

(2017) Mohammad Rezaie-balf et al.   JOURNAL OF HYDROLOGY

New formulation for forecasting streamflow: evolutionary polynomial regression vs. extreme learning machine

(2017) Mohammad Rezaie-Balf et al.   Hydrology Research

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

(2016) Greer B. Humphrey et al.   JOURNAL OF HYDROLOGY

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

(2016) Wengang Zhang et al.   Geoscience Frontiers

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(2016)   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Streamflow Forecasting and Estimation Using Least Square Support Vector Regression and Adaptive Neuro-Fuzzy Embedded Fuzzy c-means Clustering

(2015) Ozgur Kisi   WATER RESOURCES MANAGEMENT

Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling

(2014) Wenyan Wu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Application of artificial neural networks and adaptive neuro-fuzzy inference system models to short-term streamflow forecasting

(2012) Mehdi Vafakhah   CANADIAN JOURNAL OF CIVIL ENGINEERING

Streamflow forecasting using least-squares support vector machines

(2012) Ani Shabri et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Statistical applications of physically based hydrologic models to seasonal streamflow forecasts

(2011) Eric A. Rosenberg et al.   WATER RESOURCES RESEARCH

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

(2010) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Wavelet regression model as an alternative to neural networks for monthly streamflow forecasting

(2009) Özgür Kişi   HYDROLOGICAL PROCESSES

Numerical Modeling of River Flow for Ecohydraulic Applications: Some Experiences with Velocity Characterization in Field and Simulated Data

(2009) N. J. Clifford et al.   JOURNAL OF HYDRAULIC ENGINEERING

Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting

(2009) Özgür Kişi   JOURNAL OF HYDROLOGIC ENGINEERING