Citation sources

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2025
Deep learning for sensible cooling and heating loads associated with solar panels of residential buildings in arid climate
Smart and Sustainable Built Environment
2025
Size or diversity? Synthetic dataset recommendations for machine learning heating energy prediction models in early design stages for residential buildings
Energy and AI
2025
Residential building cooling load prediction with optimized KELM models and interpretability insights
Applied Thermal Engineering
2025
Development of an advanced operational energy assessment tool for office buildings
Sustainable Energy Technologies and Assessments
2025
Experimental study on reducing the base sediment and water in crude oil separation
Fuel
2025
Advances in Computational Intelligence and Robotics
2025
Data-driven methodology for identifying gross floor area thresholds in building energy benchmarking
Journal of Building Engineering
2024
Maximizing supply chain performance leveraging machine learning to anticipate customer backorders
Computers & Industrial Engineering
2024
A comparative analysis of machine learning and statistical methods for evaluating building performance: A systematic review and future benchmarking framework
Building and Environment
2024
Indoor Air Quality and Ventilation Energy in University Classrooms: Simplified Model to Predict Trade-Offs and Synergies
Sustainability
2024
Investigation of window opening behavior during cold seasons through a non-intrusive sensor-based data-driven approach
Energy and Buildings
2024
Machine learning for predicting energy efficiency of buildings: a small data approach
Procedia Computer Science
2024
2024 59th International Universities Power Engineering Conference (UPEC)
2024
Relationship between feature importance and building characteristics for heating load predictions
Applied Energy
2023
TSxtend: A Tool for Batch Analysis of Temporal Sensor Data
Energies
2023
Building energy loads prediction using bayesian-based metaheuristic optimized-explainable tree-based model
Case Studies in Construction Materials
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