Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster

Ozone Concentration Forecasting Based on Artificial Intelligence Techniques: A Systematic Review

(2021) Ayman Yafouz et al.   WATER AIR AND SOIL POLLUTION

Predicting Standardized Streamflow index for hydrological drought using machine learning models

(2020) Shahabbodin Shamshirband et al.   Engineering Applications of Computational Fluid Mechanics

Prediction of ozone hourly concentrations by support vector machine and kernel extreme learning machine using wavelet transformation and partial least squares methods

(2020) Xiaoqian Su et al.   Atmospheric Pollution Research

Enhancing the Prediction Accuracy of Data-Driven Models for Monthly Streamflow in Urmia Lake Basin Based upon the Autoregressive Conditionally Heteroskedastic Time-Series Model

(2020) Nasrin Fathollahzadeh Attar et al.   Applied Sciences-Basel

Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series

(2020) Babak Mohammadi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Deep learning convolutional neural network in rainfall–runoff modelling

(2020) Song Pham Van et al.   JOURNAL OF HYDROINFORMATICS

Predicting RNA SHAPE scores with deep learning

(2020) Noah Bliss et al.   RNA Biology

The Effects of Data Sampling with Deep Learning and Highly Imbalanced Big Data

(2020) Justin M. Johnson et al.   INFORMATION SYSTEMS FRONTIERS

Adaptive Fast Orthogonal Search (FOS) algorithm for forecasting streamflow

(2020) Abdalla Osman et al.   JOURNAL OF HYDROLOGY

Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm

(2020) Quoc Bao Pham et al.   SOFT COMPUTING

Snowmelt-Driven Streamflow Prediction Using Machine Learning Techniques (LSTM, NARX, GPR, and SVR)

(2020) Samit Thapa et al.   Water

Machine Learning Application in Reservoir Water Level Forecasting for Sustainable Hydropower Generation Strategy

(2020) Michelle Sapitang et al.   Sustainability

Application of non-parametric approaches to identify trend in streamflow during 1976–2007 (Naula watershed)

(2020) Anurag Malik et al.   Alexandria Engineering Journal

Stratified random sampling from streaming and stored data

(2020) Trong Duc Nguyen et al.   DISTRIBUTED AND PARALLEL DATABASES

Distributed long-term hourly streamflow predictions using deep learning – A case study for State of Iowa

(2020) Zhongrun Xiang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Physicochemical parameters data assimilation for efficient improvement of water quality index prediction: Comparative assessment of a noise suppression hybridization approach

(2020) Mohammad Rezaie-Balf et al.   JOURNAL OF CLEANER PRODUCTION

Performance improvement for infiltration rate prediction using hybridized Adaptive Neuro-Fuzzy Inferences System (ANFIS) with optimization algorithms

(2020) Mohammad Ehteram et al.   Ain Shams Engineering Journal

Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia

(2020) Wanie M. Ridwan et al.   Ain Shams Engineering Journal

Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors

(2019) Mohammad Ehteram et al.   Water

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

(2019) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Survey of computational intelligence as basis to big flood management: challenges, research directions and future work

(2018) Farnaz Fotovatikhah et al.   Engineering Applications of Computational Fluid Mechanics

Improving the Muskingum Flood Routing Method Using a Hybrid of Particle Swarm Optimization and Bat Algorithm

(2018) Mohammad Ehteram et al.   Water

A simple model for simulation of reservoir stratification

(2018) Roohollah Noori et al.   JOURNAL OF HYDRAULIC RESEARCH

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

Modelling water and salt balances in a deep, groundwater-throughflow lake—Lake Purrumbete, southeastern Australia

(2015) Yohannes Yihdego et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES