Time series prediction using PSO-optimized neural network and hybrid feature selection algorithm for IEEE load data

Forecasting for demand response in smart grids: An analysis on use of anthropologic and structural data and short term multiple loads forecasting

(2012) Fahad Javed et al.   APPLIED ENERGY

An annual load forecasting model based on support vector regression with differential evolution algorithm

(2012) Jianjun Wang et al.   APPLIED ENERGY

Application of echo state networks in short-term electric load forecasting

(2012) Ali Deihimi et al.   ENERGY

PREDICT – Decision support system for load forecasting and inference: A new undertaking for Brazilian power suppliers

(2012) Ádamo L. Santana et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Forecasting next-day electricity demand and price using nonparametric functional methods

(2012) Juan M. Vilar et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Assessing the relevance of load profiling information in electrical load forecasting based on neural network models

(2012) J.C. Sousa et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A computational intelligence scheme for the prediction of the daily peak load

(2011) Jawad Nagi et al.   APPLIED SOFT COMPUTING

Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

(2011) Wei-Chiang Hong   ENERGY

An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting

(2011) Jinxing Che et al.   ENERGY

A hybrid particle swarm optimization and its application in neural networks

(2011) S.Y.S. Leung et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term power load forecasting using grey correlation contest modeling

(2011) Min Jin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural-based electricity load forecasting using hybrid of GA and ACO for feature selection

(2011) Mansour Sheikhan et al.   NEURAL COMPUTING & APPLICATIONS

A novel neural network ensemble architecture for time series forecasting

(2011) Iffat A. Gheyas et al.   NEUROCOMPUTING

A SOM-based hybrid linear-neural model for short-term load forecasting

(2011) Vineet Yadav et al.   NEUROCOMPUTING

A new local search based hybrid genetic algorithm for feature selection

(2011) Md. Monirul Kabir et al.   NEUROCOMPUTING

An efficient approach for electric load forecasting using distributed ART (adaptive resonance theory) & HS-ARTMAP (Hyper-spherical ARTMAP network) neural network

(2010) Yuan Cai et al.   ENERGY

Feature selection with Intelligent Dynamic Swarm and Rough Set

(2010) Changseok Bae et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term Maharashtra state electrical power load prediction with special emphasis on seasonal changes using a novel focused time lagged recurrent neural network based on time delay neural network model

(2010) S.M. Kelo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term load forecasting using lifting scheme and ARIMA models

(2010) Cheng-Ming Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Controller design for synchronization of an array of delayed neural networks using a controllable probabilistic PSO

(2010) Yang Tang et al.   INFORMATION SCIENCES

Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach

(2010) Pei-Chann Chang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Forecasting stock indices using radial basis function neural networks optimized by artificial fish swarm algorithm

(2010) Wei Shen et al.   KNOWLEDGE-BASED SYSTEMS

Quantum inspired PSO for the optimization of simultaneous recurrent neural networks as MIMO learning systems

(2010) Bipul Luitel et al.   NEURAL NETWORKS

Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm

(2010) Jiubao Li et al.   NEUROCOMPUTING

A novel ACO–GA hybrid algorithm for feature selection in protein function prediction

(2009) Shahla Nemati et al.   EXPERT SYSTEMS WITH APPLICATIONS

Power load forecasting using support vector machine and ant colony optimization

(2009) Dongxiao Niu et al.   EXPERT SYSTEMS WITH APPLICATIONS

An evaluation of Bayesian techniques for controlling model complexity and selecting inputs in a neural network for short-term load forecasting

(2009) Henrique S. Hippert et al.   NEURAL NETWORKS

A novel hybrid algorithm for creating self-organizing fuzzy neural networks

(2009) Omid Khayat et al.   NEUROCOMPUTING

ACO-based hybrid classification system with feature subset selection and model parameters optimization

(2009) Cheng-Lung Huang   NEUROCOMPUTING

Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm

(2009) Cheng-Ming Lee et al.   NEUROCOMPUTING

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

A rough set approach to feature selection based on ant colony optimization

(2009) Yumin Chen et al.   PATTERN RECOGNITION LETTERS

A PSO-based weighting method for linear combination of neural networks

(2008) S.H. Nabavi-Kerizi et al.   COMPUTERS & ELECTRICAL ENGINEERING

Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm

(2008) N AMJADY et al.   ENERGY

Forecasting electricity load with optimized local learning models

(2008) Wenwu He   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs)

(2008) Mehdi Khashei et al.   NEUROCOMPUTING

BP neural network with rough set for short term load forecasting

(2007) Zhi Xiao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evolving artificial neural networks using an improved PSO and DPSO

(2007) Jianbo Yu et al.   NEUROCOMPUTING

An effective hybrid approach based on grey and ARMA for forecasting gyro drift

(2006) Zhi-Jie Zhou et al.   CHAOS SOLITONS & FRACTALS