Romana Markovic - Concepedia

Author

Romana Markovic

RWTH Aachen University ORCID

Also Known As

Markovic, Romana, Romana Markovic

Publications

447

Citations

H-Index

Concepts

All Affiliations

RWTH Aachen University Norwegian University of Science and Technology Politecnico di Milano Karlsruhe Institute of Technology Khalifa University of Science and Technology

About

Romana Markovic is an author at RWTH Aachen University specializing in engineering, built environment, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	174
2	Social Sciences	2	2	64
3	Management	1	1	31
4	Behavioral Sciences	1	1	29
5	Computer Engineering	1	1	24

Romana Markovic

Publications

417

Citations

H-Index

Page 1

	Year	Citations
Modeling occupant behavior in buildings Salvatore Carlucci, Marilena De Simone, Steven K. Firth, Building and Environment Built EnvironmentBuilding PerformanceBuilding ScienceModeling And SimulationOccupant Behavior	2020	194
Indoor environment data time-series reconstruction using autoencoder neural networks Antonio Liguori, Romana Markovic, Thi Thu Ha Dam, Building and Environment EngineeringMachine LearningData ScienceAutoencodersAutoencoder Neural Networks	2021	41
A guideline to document occupant behavior models for advanced building controls Bing Dong, Romana Markovic, Salvatore Carlucci, Building and Environment Built EnvironmentBuilding PerformanceOccupant Behavior ModelsEngineeringAdvanced Building Controls	2022	35
Comparison of Different Classification Algorithms for the Detection of User's Interaction with Windows in Office Buildings Romana Markovic, Sebastian Wolf, Jun Cao, Energy Procedia EngineeringMachine LearningWearable TechnologyDifferent Classification AlgorithmsBuilt Environment	2017	32
Augmenting energy time-series for data-efficient imputation of missing values Antonio Liguori, Romana Markovic, Martina Ferrando, Applied Energy Data-efficient ImputationEngineeringData ScienceEnergy DataPredictive Analytics	2023	31
Learning short-term past as predictor of window opening-related human behavior in commercial buildings Romana Markovic, Jérôme Frisch, Christoph van Treeck Energy and Buildings Built EnvironmentBuilding PerformanceBehavioral SciencesOccupant ComfortBuilding Science	2018	29
Day-ahead prediction of plug-in loads using a long short-term memory neural network Romana Markovic, Elie Azar, Masab Khalid Annaqeeb, Energy and Buildings EngineeringMachine LearningData ScienceSmart GridDay-ahead Prediction	2020	24
Window opening model using deep learning methods Romana Markovic, Eva Grintal, Daniel Wölki, Building and Environment Convolutional Neural NetworkRecurrent Neural NetworkEngineeringMachine LearningMachine Learning Model	2018	11
Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novaković, IEEE Access	2020	10
Generic occupant behavior modeling for commercial buildings Romana Markovic RWTH Publications (RWTH Aachen)	2020	10

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