Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin

Short-Term Daily Univariate Streamflow Forecasting Using Deep Learning Models

(2022) Eyob Betru Wegayehu et al.   Advances in Meteorology

A Hybrid Model for Streamflow Forecasting in the Basin of Euphrates

(2022) Huseyin Cagan Kilinc et al.   Water

Analysis on Dynamic Evolution of the Cost Risk of Prefabricated Building Based on DBN

(2022) Mengwei Ye et al.   Sustainability

Ebola Optimization Search Algorithm: A New Nature-Inspired Metaheuristic Optimization Algorithm

(2022) Olaide Nathaniel Oyelade et al.   IEEE Access

Deep Learning (CNN, RNN) Applications for Smart Homes: A Systematic Review

(2022) Jiyeon Yu et al.   Computers

Multi-dimensional recurrent neural network for remaining useful life prediction under variable operating conditions and multiple fault modes

(2022) Yiwei Cheng et al.   APPLIED SOFT COMPUTING

Interval forecasting for urban water demand using PSO optimized KDE distribution and LSTM neural networks

(2022) Baigang Du et al.   APPLIED SOFT COMPUTING

A comparative study of different machine learning methods for reservoir landslide displacement prediction

(2022) Yankun Wang et al.   ENGINEERING GEOLOGY

Modeling of carbon dioxide fixation by microalgae using hybrid artificial intelligence (AI) and fuzzy logic (FL) methods and optimization by genetic algorithm (GA)

(2022) Omkar Singh Kushwaha et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Combining autoregressive integrated moving average with Long Short-Term Memory neural network and optimisation algorithms for predicting ground water level

(2022) Zohreh Sheikh Khozani et al.   Journal of Cleaner Production

Research on particle swarm optimization in LSTM neural networks for rainfall-runoff simulation

(2022) Yuanhao Xu et al.   JOURNAL OF HYDROLOGY

The Application of PSO-SVM Algorithm in the Evaluation System of Sports Competition Events

(2022) Zhenglei Zhang   Security and Communication Networks

A Combination of Metaheuristic Optimization Algorithms and Machine Learning Methods Improves the Prediction of Groundwater Level

(2022) Zahra Kayhomayoon et al.   Water

Short-Term Streamflow Forecasting Using Hybrid Deep Learning Model Based on Grey Wolf Algorithm for Hydrological Time Series

(2022) Huseyin Cagan Kilinc et al.   Sustainability

Forecasting of Streamflow and Comparison of Artificial Intelligence Methods: A Case Study for Meram Stream in Konya, Turkey

(2022) Mustafa Najat Asaad et al.   Sustainability

Short-term rainfall forecasting using machine learning-based approaches of PSO-SVR, LSTM and CNN

(2022) Fatemeh Rezaie Adaryani et al.   JOURNAL OF HYDROLOGY

Hybrid Technique to Improve the River Water Level Forecasting Using Artificial Neural Network-Based Marine Predators Algorithm

(2022) Sarah J. Mohammed et al.   Advances in Civil Engineering

Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data

(2021) Bulent Haznedar et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Optimizing CNN-LSTM neural networks with PSO for anomalous query access control

(2021) Tae-Young Kim et al.   NEUROCOMPUTING

A Hybrid Approach of ANFIS—Artificial Bee Colony Algorithm for Intelligent Modeling and Optimization of Plasma Arc Cutting on Monel™ 400 Alloy

(2021) Mahalingam Siva Kumar et al.   Materials

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

A Review of the Artificial Neural Network Models for Water Quality Prediction

(2020) Yingyi Chen et al.   Applied Sciences-Basel

Deep learning prediction of BRAF-RAS gene expression signature identifies noninvasive follicular thyroid neoplasms with papillary-like nuclear features

(2020) James M. Dolezal et al.   MODERN PATHOLOGY

Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model

(2019) Xuanyi Song et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey

(2018) Dervis Karaboga et al.   ARTIFICIAL INTELLIGENCE REVIEW

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

A Conjunction Method of Wavelet Transform-Particle Swarm Optimization-Support Vector Machine for Streamflow Forecasting

(2014) Fanping Zhang et al.   Journal of Applied Mathematics

Data-driven modelling: some past experiences and new approaches

(2007) Dimitri P. Solomatine et al.   JOURNAL OF HYDROINFORMATICS