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Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction

Energy consumption prediction typically corresponds to a multivariate time series prediction task where different channels in the multivariate time series represent energy consumption data and va

Multivariate electricity consumption prediction Ensemble Learning Electricity Consumption electricity Multivariate Consumption Prediction

Evolutionary multi-objective ensemble learning for multivariate electricity consumption prediction

Energy consumption prediction typically corresponds to a multivariate time series prediction task where different channels in the multivariate time series represent energy consumption data and va

Ensemble Learning Multivariate electricity consumption prediction Multivariate multi-objective electricity

Evolutionary multivariate time series prediction

Multivariate time series (MTS) prediction plays a significant role in many practical data mining applications, such as finance, energy supply, and medical care domains. Over the years, various predi

Neural Evolutionary and Fuzzy Computation Multivariate time series prediction Evolutionary algorithm Ensemble Learning Feature extraction Feature selection Single-objective optimization Multi-objective optimization Pattern recognition Data Mining Neural Fuzzy time series Multivariate Optimization

Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction

We propose a multi-resolution selective ensemble extreme learning machine (MRSE-ELM) method for time-series prediction with the application to the next-step and next-day electricity consumption p

Electricity Consumption Prediction Machine Learning Multi-resolution Selective Ensemble Ensemble Learning electricity Consumption Prediction

Evolutionary Ensemble Learning for Multivariate Time Series Prediction

Multivariate time series (MTS) prediction plays a key role in many fields such as finance, energy and transport, where each individual time series corresponds to the data collected from a certain

Ensemble Learning time series Prediction

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Publications: Ensemble Learning

Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction

Evolutionary multi-objective ensemble learning for multivariate electricity consumption prediction

Evolutionary multivariate time series prediction

Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction

Evolutionary Ensemble Learning for Multivariate Time Series Prediction