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Research article

First published 2010-6

Parallel Support Vector Machines Applied to the Prediction of Multiple Buildings Energy Consumption

Hai Xiang Zhao, Frédéric Magoulès

Journal of Algorithms & Computational Technology

Open access

Research article

First published 2024-7

A hybrid deep learning and clonal selection algorithm-based model for commercial building energy consumption prediction

Jichao Wang

Science Progress

Open access

Research article

First published 2026

A Bayesian optimized LSboost framework for energy usage intensity prediction in a university office building

Lale Erdem Atılgan, Duygu Bayram Kara

Building Services Engineering Research & Technology

Free access

Research article

First published 2012-3

Feature Selection for Predicting Building Energy Consumption Based on Statistical Learning Method

Hai-Xiang Zhao, Frédéric Magoulès

Journal of Algorithms & Computational Technology

Retricted access

Review article

First published 2020-1

A state of the art review on the prediction of building energy consumption using data-driven technique and evolutionary algorithms

Kangji Li, Wenping Xue, Gang Tan [...]

Building Services Engineering Research & Technology

Open access

Review article

First published 2019-7

Accuracy analyses and model comparison of machine learning adopted in building energy consumption prediction

Zhijian Liu, Di Wu, Yuanwei Liu [...]

Energy Exploration & Exploitation

Retricted access

Research article

First published 2021-03-02

A novel fuzzy rough set based long short-term memory integration model for energy consumption prediction of public buildings

Hongchang Sun, Yadong wang, Lanqiang Niu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025-5

Advanced model predictive control strategy for thermal management in multi-zone buildings with energy storage and dynamic pricing

Seyed Mohamad Kargar, Mohamadsadegh Bahamin

Energy Exploration & Exploitation

Open access

Research article

First published 2023-1

A multi-energy load prediction of a building using the multi-layer perceptron neural network method with different optimization algorithms

Zhongzhen Yan, Xinyuan Zhu, Xianglong Wang [...]

Energy Exploration & Exploitation

Retricted access

Research article

First published 2007-08

Measured and predicted energy demand of a low energy building: important aspects when using Building Energy Simulation

F. Karlsson, P. Rohdin, M.-L. Persson

Building Services Engineering Research & Technology

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