A Permutation Importance-Based Feature Selection Method for Short-Term Electricity Load Forecasting Using Random Forest

Load forecasting, dynamic pricing and DSM in smart grid: A review

(2016) Ahsan Raza Khan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term load forecasting by wavelet transform and evolutionary extreme learning machine

(2015) Song Li et al.   ELECTRIC POWER SYSTEMS RESEARCH

Hybrid methodologies for electricity load forecasting: Entropy-based feature selection with machine learning and soft computing techniques

(2015) Sergio Jurado et al.   ENERGY

A hybrid short-term load forecasting with a new input selection framework

(2015) M. Ghofrani et al.   ENERGY

Day-ahead load forecast using random forest and expert input selection

(2015) A. Lahouar et al.   ENERGY CONVERSION AND MANAGEMENT

Local models-based regression trees for very short-term wind speed prediction

(2015) A. Troncoso et al.   RENEWABLE ENERGY

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

(2014) JinXing Che et al.   APPLIED ENERGY

A short-term load forecasting model of natural gas based on optimized genetic algorithm and improved BP neural network

(2014) Feng Yu et al.   APPLIED ENERGY

Artificial Neural Network for Short-Term Load Forecasting in Distribution Systems

(2014) Luis Hernández et al.   Energies

Artificial neural networks for short-term load forecasting in microgrids environment

(2014) Luis Hernández et al.   ENERGY

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

(2014) Abdollah Kavousi-Fard et al.   EXPERT SYSTEMS WITH APPLICATIONS

Techniques of applying wavelet de-noising into a combined model for short-term load forecasting

(2014) Jujie Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A spiking neural network (SNN) forecast engine for short-term electrical load forecasting

(2013) Santosh Kulkarni et al.   APPLIED SOFT COMPUTING

A new cascade NN based method to short-term load forecast in deregulated electricity market

(2013) Sajjad Kouhi et al.   ENERGY CONVERSION AND MANAGEMENT

A Strategy for Short-Term Load Forecasting by Support Vector Regression Machines

(2013) Ervin Ceperic et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

(2012) Jianjun Wang et al.   APPLIED ENERGY

Optimal training subset in a support vector regression electric load forecasting model

(2012) JinXing Che et al.   APPLIED SOFT COMPUTING

Holiday Load Forecasting Using Fuzzy Polynomial Regression With Weather Feature Selection and Adjustment

(2011) Young-Min Wi et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Energy Time Series Forecasting Based on Pattern Sequence Similarity

(2010) Francisco Martinez Alvarez et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Short-Term Load Forecasting Using Fuzzy Inductive Reasoning and Evolutionary Algorithms

(2010) V.H. Hinojosa et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A fuzzy inference model for short-term load forecasting

(2009) Rustum Mamlook et al.   ENERGY POLICY

A new ARMAX model based on evolutionary algorithm and particle swarm optimization for short-term load forecasting

(2008) Bo Wang et al.   ELECTRIC POWER SYSTEMS RESEARCH

Diversity in multiple classifier ensembles based on binary feature quantisation with application to face recognition

(2007) K. Sirlantzis et al.   APPLIED SOFT COMPUTING