Dimitris Margaritis

1.4k total citations
37 papers, 858 citations indexed

About

Dimitris Margaritis is a scholar working on Artificial Intelligence, Safety, Risk, Reliability and Quality and Automotive Engineering. According to data from OpenAlex, Dimitris Margaritis has authored 37 papers receiving a total of 858 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 9 papers in Safety, Risk, Reliability and Quality and 8 papers in Automotive Engineering. Recurrent topics in Dimitris Margaritis's work include Bayesian Modeling and Causal Inference (11 papers), Traffic and Road Safety (8 papers) and Vehicle emissions and performance (5 papers). Dimitris Margaritis is often cited by papers focused on Bayesian Modeling and Causal Inference (11 papers), Traffic and Road Safety (8 papers) and Vehicle emissions and performance (5 papers). Dimitris Margaritis collaborates with scholars based in United States, Greece and United Kingdom. Dimitris Margaritis's co-authors include Sebastian Thrun, Maria Boilé, Facundo Bromberg, Eleftherios Sdoukopoulos, Sotirios Theofanis, Henning Biermann, Vasant Honavar, Christos S. Ioakimidis, B. Moghaddam and Luís Ibarra and has published in prestigious journals such as Chemosphere, Polymer and Fuel.

In The Last Decade

Dimitris Margaritis

35 papers receiving 807 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dimitris Margaritis United States	15	357	185	114	107	89	37	858
Jorge Freire de Sousa Portugal	12	211 0.6×	135 0.7×	146 1.3×	75 0.7×	54 0.6×	31	910
Stéphane Galland France	18	233 0.7×	259 1.4×	69 0.6×	123 1.1×	106 1.2×	107	1.1k
Antonio D. Masegosa Spain	14	230 0.6×	82 0.4×	94 0.8×	52 0.5×	53 0.6×	49	862
Wayan Firdaus Mahmudy Indonesia	17	383 1.1×	51 0.3×	69 0.6×	60 0.6×	73 0.8×	199	1.1k
Xinying Xu China	15	240 0.7×	57 0.3×	81 0.7×	26 0.2×	160 1.8×	71	697
Özgür Yeniay Türkiye	12	200 0.6×	33 0.2×	100 0.9×	49 0.5×	55 0.6×	28	895
Yunyun Niu China	17	210 0.6×	125 0.7×	62 0.5×	15 0.1×	50 0.6×	57	897
Héctor Quintián Spain	19	300 0.8×	59 0.3×	176 1.5×	37 0.3×	85 1.0×	75	809
Devinder Kaur United States	13	211 0.6×	35 0.2×	66 0.6×	48 0.4×	74 0.8×	49	508

Countries citing papers authored by Dimitris Margaritis

Since Specialization

Citations

This map shows the geographic impact of Dimitris Margaritis'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 Dimitris Margaritis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dimitris Margaritis more than expected).

Fields of papers citing papers by Dimitris Margaritis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dimitris Margaritis. 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 Dimitris Margaritis. The network helps show where Dimitris Margaritis may publish in the future.

Co-authorship network of co-authors of Dimitris Margaritis

This figure shows the co-authorship network connecting the top 25 collaborators of Dimitris Margaritis. A scholar is included among the top collaborators of Dimitris Margaritis 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 Dimitris Margaritis. Dimitris Margaritis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Liu, Ye, Ran Zhang, Haibo Chen, et al.. (2025). Soot particles generated by n-heptane and n-heptane/OME3 in an inverse diffusion flame: A comparative analysis of physical properties and oxidative reactivity. Fuel. 394. 135097–135097. 1 indexed citations

Besis, Athanasios, Dimitris Margaritis, Constantini Samara, & Evangelos Bekiaris. (2024). Volatile Organic Compounds on Rhodes Island, Greece: Implications for Outdoor and Indoor Human Exposure. Toxics. 12(7). 486–486. 2 indexed citations

Liu, Ye, Haibo Chen, Matteo Federici, et al.. (2022). PM10 prediction for brake wear of passenger car during different test driving cycles. Chemosphere. 305. 135481–135481. 5 indexed citations

Morris, Andrew, Pete Thomas, Dimitris Margaritis, et al.. (2021). Investigation of accidents involving powered two wheelers and bicycles – A European in-depth study. Journal of Safety Research. 76. 135–145. 36 indexed citations

Margaritis, Dimitris, Christos Faloutsos, & Sebastian Thrun. (2018). NetCube: A Scalable Tool for Fast Data Mining and Compression. Research Showcase @ Carnegie Mellon University (Carnegie Mellon University). 311–320. 5 indexed citations

Genikomsakis, Konstantinos N., et al.. (2018). Development and On-Field Testing of Low-Cost Portable System for Monitoring PM2.5 Concentrations. Sensors. 18(4). 1056–1056. 50 indexed citations

Margaritis, Dimitris, et al.. (2016). Electric commercial vehicles: Practical perspectives and future research directions. Research in Transportation Business & Management. 18. 4–10. 57 indexed citations

Hill, Julian, Elizabeth A. Dodson, Helen Fagerlind, et al.. (2012). Training Package including training manual and draft protocols. Chalmers Publication Library (Chalmers University of Technology). 1 indexed citations

Bromberg, Facundo, Dimitris Margaritis, & Vasant Honavar. (2009). Efficient Markov Network Structure Discovery Using Independence Tests. Journal of Artificial Intelligence Research. 35(1). 449–484. 26 indexed citations

10.

Margaritis, Dimitris. (2009). Toward Provably Correct Feature Selection in Arbitrary Domains. Neural Information Processing Systems. 22. 1240–1248. 9 indexed citations

11.

Bromberg, Facundo & Dimitris Margaritis. (2009). Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation. Journal of Machine Learning Research. 10(12). 301–340. 16 indexed citations

12.

Margaritis, Dimitris. (2007). Accident analysis into the primary and secondary safety of city trams in The Netherlands. 2 indexed citations

13.

Bromberg, Facundo & Dimitris Margaritis. (2007). Efficient and robust independence-based Markov network structure discovery. International Joint Conference on Artificial Intelligence. 12(3). 2431–2436. 2 indexed citations

14.

Vallet, Gilles, et al.. (2006). Building the European Road Safety Observatory. SafetyNet. Deliverable D4. 2 Database transparency. Loughborough University Institutional Repository (Loughborough University). 1 indexed citations

15.

Margaritis, Dimitris. (2004). Distribution-Free Learning of Graphical Model Structure in Continuous Domains. Iowa State University Digital Repository (Iowa State University). 3 indexed citations

16.

Margaritis, Dimitris, et al.. (2003). MOPED AND MOFA ACCIDENTS IN THE NETHERLANDS FROM 1999-2001: ACCIDENT AND INJURY CAUSATION. 2003. 1 indexed citations

17.

Moghaddam, Baback, Henning Biermann, & Dimitris Margaritis. (2001). Regions-of-Interest and Spatial Layout for Content-Based Image Retrieval. Multimedia Tools and Applications. 14(2). 201–210. 19 indexed citations

18.

Margaritis, Dimitris & Sebastian Thrun. (1999). Bayesian Network Induction via Local Neighborhoods. Defense Technical Information Center (DTIC). 12. 505–511. 192 indexed citations

19.

Waldherr, Stefan, Sebastian Thrun, Roseli Aparecida Francelin Romero, & Dimitris Margaritis. (1998). Template-based recognition of pose and motion gestures on a mobile robot. National Conference on Artificial Intelligence. 977–982. 25 indexed citations

20.

Margaritis, Dimitris & Sebastian Thrun. (1998). Learning to Locate an Object in 3D Space from a Sequence of Camera Images. International Conference on Machine Learning. 332–340. 11 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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