Comparison of LSSVR, M5RT, NF-GP, and NF-SC Models for Predictions of Hourly Wind Speed and Wind Power Based on Cross-Validation

Stream Flow Forecasting of Poorly Gauged Mountainous Watershed by Least Square Support Vector Machine, Fuzzy Genetic Algorithm and M5 Model Tree Using Climatic Data from Nearby Station

(2018) Rana Muhammad Adnan et al.   WATER RESOURCES MANAGEMENT

A novel wind speed forecasting based on hybrid decomposition and online sequential outlier robust extreme learning machine

(2018) Dan Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Improving Accuracy of River Flow Forecasting Using LSSVR with Gravitational Search Algorithm

(2017) Rana Muhammad Adnan et al.   Advances in Meteorology

Improvement of artificial neural networks to predict daily streamflow in a semi-arid area

(2016) Mahmoud Zemzami et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

A hybrid neuro-fuzzy power prediction system for wind energy generation

(2016) Ahmed E. Saleh et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution

(2016) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

A new fine-grained classification strategy for solar daily radiation patterns

(2016) Luigi Fortuna et al.   PATTERN RECOGNITION LETTERS

Short-term wind speed and power forecasting using an ensemble of mixture density neural networks

(2016) Zhongxian Men et al.   RENEWABLE ENERGY

A robust combination approach for short-term wind speed forecasting and analysis – Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model

(2015) Jianzhou Wang et al.   ENERGY

Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions

(2015) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

An extended NSGA-III for solution multi-objective hydro-thermal-wind scheduling considering wind power cost

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind power prediction based on LSSVM–GSA model

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

Wind power forecasting based on principle component phase space reconstruction

(2015) Li Han et al.   RENEWABLE ENERGY

A novel application of an analog ensemble for short-term wind power forecasting

(2015) S. Alessandrini et al.   RENEWABLE ENERGY

Short-term wind power forecasting using adaptive neuro-fuzzy inference system combined with evolutionary particle swarm optimization, wavelet transform and mutual information

(2015) G.J. Osório et al.   RENEWABLE ENERGY

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

Wind speed estimation using multilayer perceptron

(2014) Ramón Velo et al.   ENERGY CONVERSION AND MANAGEMENT

Robust Modeling Approach for Estimation of Compressibility Factor in Retrograde Gas Condensate Systems

(2014) Mohammad M. Ghiasi et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Current status and future advances for wind speed and power forecasting

(2014) Jaesung Jung et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Laccase immobilized manganese ferrite nanoparticle: Synthesis and LSSVM intelligent modeling of decolorization

(2014) Niyaz Mohammad Mahmoodi et al.   WATER RESEARCH

River Discharges Forecasting In Northern Iraq Using Different ANN Techniques

(2014) Taymoor A. Awchi   WATER RESOURCES MANAGEMENT

A new approach to very short term wind speed prediction using k-nearest neighbor classification

(2013) Mehmet Yesilbudak et al.   ENERGY CONVERSION AND MANAGEMENT

Semiphysical Modelling of the Nonlinear Dynamics of a Surface Craft with LS-SVM

(2013) David Moreno-Salinas et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Multifractal description of wind power fluctuations using arbitrary order Hilbert spectral analysis

(2013) Rudy Calif et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A hybrid forecasting approach applied to wind speed time series

(2013) Jianming Hu et al.   RENEWABLE ENERGY

M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey

(2013) M. Taghi Sattari et al.   Water Resources

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

A Fuzzy Group Forecasting Model Based on Least Squares Support Vector Machine (LS-SVM) for Short-Term Wind Power

(2012) Qian Zhang et al.   Energies

Modeling of atmospheric wind speed sequence using a lognormal continuous stochastic equation

(2012) R. Calif et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Comparison between linear genetic programming and M5 tree models to predict flow discharge in compound channels

(2012) A. Zahiri et al.   NEURAL COMPUTING & APPLICATIONS

Evaluation of hybrid forecasting approaches for wind speed and power generation time series

(2012) Jing Shi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

River Flow Estimation and Forecasting by Using Two Different Adaptive Neuro-Fuzzy Approaches

(2012) Hadi Sanikhani et al.   WATER RESOURCES MANAGEMENT

Wind Power Forecasting in the Absence of Historical Data

(2012) Alexia Togelou et al.   IEEE Transactions on Sustainable Energy

Estimation of wind speed profile using adaptive neuro-fuzzy inference system (ANFIS)

(2011) M. Mohandes et al.   APPLIED ENERGY

A corrected hybrid approach for wind speed prediction in Hexi Corridor of China

(2011) Zhenhai Guo et al.   ENERGY

Fine tuning support vector machines for short-term wind speed forecasting

(2011) Junyi Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

Evapotranspiration estimation by two different neuro-fuzzy inference systems

(2011) Murat Cobaner   JOURNAL OF HYDROLOGY

Performance evaluation and accuracy enhancement of a day-ahead wind power forecasting system in China

(2011) Pan Zhao et al.   RENEWABLE ENERGY

On comparing three artificial neural networks for wind speed forecasting

(2010) Gong Li et al.   APPLIED ENERGY

ARMA based approaches for forecasting the tuple of wind speed and direction

(2010) Ergin Erdem et al.   APPLIED ENERGY

Error analysis of short term wind power prediction models

(2010) Maria Grazia De Giorgi et al.   APPLIED ENERGY

Methods and tools to evaluate the availability of renewable energy sources

(2010) Athanasios Angelis-Dimakis et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Support vector regression and least squares support vector regression for hormetic dose–response curves fitting

(2009) Li-Tang Qin et al.   CHEMOSPHERE

Non-linear HVAC computations using least square support vector machines

(2009) Mahendra Kumar et al.   ENERGY CONVERSION AND MANAGEMENT

Short-Term Prediction of Wind Farm Power: A Data Mining Approach

(2009) A. Kusiak et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Estimation of Mean Annual Flood in Indian Catchments Using Backpropagation Neural Network and M5 Model Tree

(2009) Krishna Kumar Singh et al.   WATER RESOURCES MANAGEMENT

A novel LS-SVMs hyper-parameter selection based on particle swarm optimization

(2008) X.C. Guo et al.   NEUROCOMPUTING

Day-ahead wind speed forecasting using f-ARIMA models

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

Short term wind speed forecasting in La Venta, Oaxaca, México, using artificial neural networks

(2008) Erasmo Cadenas et al.   RENEWABLE ENERGY

Models for monitoring wind farm power

(2008) Andrew Kusiak et al.   RENEWABLE ENERGY

Constructing neural network sediment estimation models using a data-driven algorithm

(2007) Özgür Kisi   MATHEMATICS AND COMPUTERS IN SIMULATION