Modeling long-term rainfall-runoff time series through wavelet-weighted regularization extreme learning machine

Dimensionless Groups of Parameters Governing the Ice-Seabed Interaction Process

(2020) Hamed Azimi et al.   JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME

Ice-Seabed interaction analysis in sand using a gene expression programming-based approach

(2020) Hamed Azimi et al.   APPLIED OCEAN RESEARCH

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

(2020) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation

(2020) Shuai Gao et al.   JOURNAL OF HYDROLOGY

Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization

(2020) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Evaluation of preprocessing techniques for improving the accuracy of stochastic rainfall forecast models

(2019) I. Ebtehaj et al.   International Journal of Environmental Science and Technology

Comparison of the performance of SWAT, IHACRES and artificial neural networks models in rainfall-runoff simulation (case study: Kan watershed, Iran)

(2019) Mehdi Ahmadi et al.   PHYSICS AND CHEMISTRY OF THE EARTH

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

Modular Wavelet–Extreme Learning Machine: a New Approach for Forecasting Daily Rainfall

(2019) Aman Mohammad Kalteh   WATER RESOURCES MANAGEMENT

Sensitivity analysis of the factors affecting the discharge capacity of side weirs in trapezoidal channels using extreme learning machines

(2017) Hamed Azimi et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Extreme learning machine assessment for estimating sediment transport in open channels

(2016) Isa Ebtehaj et al.   ENGINEERING WITH COMPUTERS

Prediction of scour depth around bridge piers using self-adaptive extreme learning machine

(2016) Isa Ebtehaj et al.   JOURNAL OF HYDROINFORMATICS

Integration of Volterra model with artificial neural networks for rainfall-runoff simulation in forested catchment of northern Iran

(2016) Mahsa H. Kashani et al.   JOURNAL OF HYDROLOGY

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

(2014) Guang-Bin Huang   Cognitive Computation