Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting

Multi-space collaboration framework based optimal model selection for power load forecasting

(2022) Huafeng Xian et al.   APPLIED ENERGY

Deep learning combined wind speed forecasting with hybrid time series decomposition and multi-objective parameter optimization

(2022) Sheng-Xiang Lv et al.   APPLIED ENERGY

Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approach

(2021) Yeou-Ren Shiue et al.   APPLIED SOFT COMPUTING

Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks

(2021) K.U. Jaseena et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction of electricity generation from a combined cycle power plant based on a stacking ensemble and its hyperparameter optimization with a grid-search method

(2021) Zhijian Qu et al.   ENERGY

Forecasting energy consumption of long-distance oil products pipeline based on improved fruit fly optimization algorithm and support vector regression

(2021) Gang Hu et al.   ENERGY

Forecasting carbon price using a multi‐objective least squares support vector machine with mixture kernels

(2021) Bangzhu Zhu et al.   JOURNAL OF FORECASTING

WSFNet: An efficient wind speed forecasting model using channel attention-based densely connected convolutional neural network

(2021) Hakan Acikgoz et al.   ENERGY

Multiple scale self-adaptive cooperation mutation strategy-based particle swarm optimization

(2020) Xinmin Tao et al.   APPLIED SOFT COMPUTING

Design of a combined wind speed forecasting system based on decomposition-ensemble and multi-objective optimization approach

(2020) Liangqing Luo et al.   APPLIED MATHEMATICAL MODELLING

An efficient online sequential extreme learning machine model based on feature selection and parameter optimization using cuckoo search algorithm for multi-step wind speed forecasting

(2020) Rashmi P. Shetty et al.   SOFT COMPUTING

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

(2020) Abdul-Lateef Balogun et al.   Geoscience Frontiers

Self-adaptive mutation differential evolution algorithm based on particle swarm optimization

(2019) Shihao Wang et al.   APPLIED SOFT COMPUTING

Wind speed reconstruction using a novel Multivariate Probabilistic method and Multiple Linear Regression: advantages compared to the single correlation approach

(2019) Livio Casella   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Hybrid wind speed prediction model based on recurrent long short-term memory neural network and support vector machine models

(2019) T. Vinothkumar et al.   SOFT COMPUTING

Smart wind speed deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression

(2019) Hui Liu et al.   RENEWABLE ENERGY

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

(2018) Jingjing Song et al.   APPLIED ENERGY

Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization

(2018) Antonio Candelieri et al.   COMPUTERS & OPERATIONS RESEARCH

A wind speed interval prediction system based on multi-objective optimization for machine learning method

(2018) Ranran Li et al.   APPLIED ENERGY

Least squares support vector machine with self-organizing multiple kernel learning and sparsity

(2018) Chang Liu et al.   NEUROCOMPUTING

Next generation prediction model for daily solar radiation on horizontal surface using a hybrid neural network and simulated annealing method

(2017) Seyyed Mohammad Mousavi et al.   ENERGY CONVERSION AND MANAGEMENT

Mixed kernel function support vector regression for global sensitivity analysis

(2017) Kai Cheng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

System reliability prediction by support vector regression with analytic selection and genetic algorithm parameters selection

(2015) Wei Zhao et al.   APPLIED SOFT COMPUTING

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Short-term load forecasting using a kernel-based support vector regression combination model

(2014) JinXing Che et al.   APPLIED ENERGY

Financial distress prediction using support vector machines: Ensemble vs. individual

(2012) Jie Sun et al.   APPLIED SOFT COMPUTING

An adaptive neuro-fuzzy inference system approach for prediction of tip speed ratio in wind turbines

(2010) R. Ata et al.   EXPERT SYSTEMS WITH APPLICATIONS

A variable speed wind generator maximum power tracking based on adaptative neuro-fuzzy inference system

(2010) A. Meharrar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Day-ahead wind speed forecasting using f-ARIMA models

(2008) Rajesh G. Kavasseri et al.   RENEWABLE ENERGY