Romana Markovic

455 total citations
17 papers, 317 citations indexed

About

Romana Markovic is a scholar working on Building and Construction, Electrical and Electronic Engineering and Renewable Energy, Sustainability and the Environment. According to data from OpenAlex, Romana Markovic has authored 17 papers receiving a total of 317 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Building and Construction, 4 papers in Electrical and Electronic Engineering and 4 papers in Renewable Energy, Sustainability and the Environment. Recurrent topics in Romana Markovic's work include Building Energy and Comfort Optimization (11 papers), Energy Efficiency and Management (3 papers) and Smart Grid Energy Management (3 papers). Romana Markovic is often cited by papers focused on Building Energy and Comfort Optimization (11 papers), Energy Efficiency and Management (3 papers) and Smart Grid Energy Management (3 papers). Romana Markovic collaborates with scholars based in Germany, Italy and United Arab Emirates. Romana Markovic's co-authors include Christoph van Treeck, Jérôme Frisch, Martina Ferrando, Francesco Causone, Arno Schlüter, Salvatore Carlucci, Marilena De Simone, Yuzhen Peng, Jakub Dziedzic and Mengjie Han and has published in prestigious journals such as Applied Energy, IEEE Access and Energy and Buildings.

In The Last Decade

Romana Markovic

17 papers receiving 313 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Romana Markovic Germany	9	233	101	70	54	44	17	317
Yin Zhao China	7	219 0.9×	160 1.6×	108 1.5×	33 0.6×	21 0.5×	14	372
Carlos Duarte Roa United States	7	278 1.2×	109 1.1×	53 0.8×	91 1.7×	41 0.9×	15	323
Ray Jaeyung Yun United States	6	263 1.1×	84 0.8×	86 1.2×	54 1.0×	47 1.1×	10	325
Gianmarco Fajilla Italy	8	294 1.3×	121 1.2×	58 0.8×	75 1.4×	76 1.7×	11	362
Brent Huchuk Canada	12	390 1.7×	164 1.6×	125 1.8×	71 1.3×	27 0.6×	15	453
Bertrand Lasternas Singapore	12	468 2.0×	229 2.3×	109 1.6×	65 1.2×	69 1.6×	20	598
Zsófia Deme Bélafi Hungary	9	375 1.6×	129 1.3×	69 1.0×	82 1.5×	99 2.3×	12	443
Hongsan Sun China	11	453 1.9×	172 1.7×	117 1.7×	81 1.5×	94 2.1×	18	535
Xiaobo Xia Australia	7	231 1.0×	90 0.9×	43 0.6×	32 0.6×	30 0.7×	14	392
Deuk-Woo Kim South Korea	11	340 1.5×	171 1.7×	55 0.8×	53 1.0×	25 0.6×	31	399

Countries citing papers authored by Romana Markovic

Since Specialization

Citations

This map shows the geographic impact of Romana Markovic's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Romana Markovic with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Romana Markovic more than expected).

Fields of papers citing papers by Romana Markovic

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Romana Markovic. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Romana Markovic. The network helps show where Romana Markovic may publish in the future.

Co-authorship network of co-authors of Romana Markovic

This figure shows the co-authorship network connecting the top 25 collaborators of Romana Markovic. A scholar is included among the top collaborators of Romana Markovic based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Romana Markovic. Romana Markovic is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

Markovic, Romana, et al.. (2023). Augmenting energy time-series for data-efficient imputation of missing values. Applied Energy. 334. 120701–120701. 24 indexed citations

Azar, Elie, et al.. (2022). Crossing borders and methods: Comparing individual and social influences on energy saving in the United Arab Emirates and Germany. Energy Research & Social Science. 90. 102561–102561. 8 indexed citations

Markovic, Romana, et al.. (2022). Comparing human and algorithmic anomaly detection for HVAC systems applications. 155–160. 2 indexed citations

Markovic, Romana, et al.. (2021). Indoor environment data time-series reconstruction using autoencoder neural networks. Building and Environment. 191. 107623–107623. 31 indexed citations

Yang, Shiying, et al.. (2021). Prediction of HVAC loads at different spatial resolutions and buildings using deep learning models. Building Simulation Conference proceedings. 17. 1 indexed citations

Markovic, Romana, et al.. (2021). A gap-filling method for room temperature data based on autoencoder neural networks. Building Simulation Conference proceedings. 3 indexed citations

Markovic, Romana, et al.. (2020). Right on Time - Exploring Suitable Time Discretization for Occupant Behavior Co-Simulation. Building Simulation Conference proceedings. 16. 2099–2106. 2 indexed citations

Markovic, Romana, et al.. (2020). Day-ahead prediction of plug-in loads using a long short-term memory neural network. Energy and Buildings. 234. 110667–110667. 19 indexed citations

Markovic, Romana. (2020). Generic occupant behavior modeling for commercial buildings. RWTH Publications (RWTH Aachen). 8 indexed citations

10.

Carlucci, Salvatore, Marilena De Simone, Steven K. Firth, et al.. (2020). Modeling occupant behavior in buildings. Building and Environment. 174. 106768–106768. 151 indexed citations

11.

Markovic, Romana, et al.. (2020). Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces. IEEE Access. 8. 141246–141257. 10 indexed citations

12.

Markovic, Romana, Jérôme Frisch, & Christoph van Treeck. (2018). Learning short-term past as predictor of window opening-related human behavior in commercial buildings. Energy and Buildings. 185. 1–11. 22 indexed citations

13.

Markovic, Romana, et al.. (2017). Application of Support Vector Machines for Predicting the Performance of Air-Source Domestic Hot Water Heat Pump Systems. Building Simulation Conference proceedings. 1 indexed citations

14.

Markovic, Romana, et al.. (2017). Transaction from stochastic modelling to supervised learning of occupant’s behavior. RWTH Publications (RWTH Aachen). 1 indexed citations

15.

Markovic, Romana, et al.. (2017). Software-supported identification of an economically optimized retrofit order by minimizing life-cycle costs using a genetic algorithm including constraints. Energy Procedia. 122. 739–744. 5 indexed citations

16.

Markovic, Romana, et al.. (2017). Comparison of Different Classification Algorithms for the Detection of User's Interaction with Windows in Office Buildings. Energy Procedia. 122. 337–342. 27 indexed citations

17.

Markovic, Romana, et al.. (2017). Application of Support Vector Machine for Predicting the Performance of Air-Source Domestic Hot Water Heat Pump Systems. RWTH Publications (RWTH Aachen). 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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