Citation Impact
Citing Papers
A review of artificial intelligence based building energy prediction with a focus on ensemble prediction models
2015
Artificial intelligence ‐ driven sustainable development: Examining organizational, technical, and processing approaches to achieving global goals
2023 Standout
GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
2015 Standout
Applications of 3D point cloud data in the construction industry: A fifteen-year review from 2004 to 2018
2019 Standout
SVM-DS fusion based soft fault detection and diagnosis in solar water heaters
2018 Standout
Integrating multicriteria decision-making analysis for a GIS-based settlement area in the district of Atakum, Samsun, Turkey
2020 Standout
Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)
2017
k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement
2017
A scientometric review of global research on sustainability and sustainable development
2018 Standout
On-Line Building Energy Optimization Using Deep Reinforcement Learning
2018 Standout
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
2017 Standout
A review on the basics of building energy estimation
2013
Comparison and Simulation of Building Thermal Models for Effective Energy Management
2015
Impacts of building geometry modeling methods on the simulation results of urban building energy models
2018 Standout
Energy demand profile generation with detailed time resolution at an urban district scale: A reference building approach and case study
2017
A review of data-driven building energy consumption prediction studies
2017 Standout
EVOLUTION IN THE INTELLECTUAL STRUCTURE OF BIM RESEARCH: A BIBLIOMETRIC ANALYSIS
2017
Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
2015
GIS-based multivariate adaptive regression spline and random forest models for groundwater potential mapping in Iran
2016
Deep learning for estimating building energy consumption
2016
A review of artificial intelligence based building energy prediction with a focus on ensemble prediction models
2015
Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †
2018
Demand forecasting at low aggregation levels using Factored Conditional Restricted Boltzmann Machine
2016
Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks
2015
Mathematical modeling for short term indoor room temperature forecasting using Box-Jenkins models
2020
Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique
2016
Optimisation of energy management in commercial buildings with weather forecasting inputs: A review
2014
Predicting residential energy consumption using CNN-LSTM neural networks
2019 Standout
Energy planning and forecasting approaches for supporting physical improvement strategies in the building sector: A review
2016
Deep learning versus traditional machine learning methods for aggregated energy demand prediction
2017
Building electrical energy consumption forecasting analysis using conventional and artificial intelligence methods: A review
2016
How does digitalization affect energy? International evidence
2022
A review on time series forecasting techniques for building energy consumption
2017 Standout
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
2018 Standout
A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building
2016
Digitization, Digital Twins, Blockchain, and Industry 4.0 as Elements of Management Process in Enterprises in the Energy Sector
2021 Standout
Parametric analysis of external and internal factors influence on building energy performance using non-linear multivariate regression models
2018 Standout
How does the digital economy improve high-quality energy development? The case of China
2022 Standout
A review of artificial intelligence based building energy use prediction: Contrasting the capabilities of single and ensemble prediction models
2016
Energy savings by energy management systems: A review
2015 Standout
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network
2017 Standout
Comparison of machine learning methods for estimating energy consumption in buildings
2014
A Comparative Assessment Between Three Machine Learning Models and Their Performance Comparison by Bivariate and Multivariate Statistical Methods in Groundwater Potential Mapping
2015
Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning
2016
A global review of energy consumption, CO 2 emissions and policy in the residential sector (with an overview of the top ten CO 2 emitting countries)
2014 Standout
Energy Modelling and Analytics in the Built Environment—A Review of Their Role for Energy Transitions in the Construction Sector
2021
A review of recent developments and technological advancements of variable-air-volume (VAV) air-conditioning systems
2016
Works of Sylvain Robert being referenced
Smart Grid Futures: Perspectives on the Integration of Energy and ICT Services
2015
Automatic reconstruction of 3D building models from scanned 2D floor plans
2015
Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
2013
State of the art in building modelling and energy performances prediction: A review
2013