Petros Xanthopoulos

3.1k total citations · 1 hit paper
53 papers, 1.8k citations indexed

About

Petros Xanthopoulos is a scholar working on Artificial Intelligence, Cognitive Neuroscience and Computer Vision and Pattern Recognition. According to data from OpenAlex, Petros Xanthopoulos has authored 53 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 10 papers in Cognitive Neuroscience and 7 papers in Computer Vision and Pattern Recognition. Recurrent topics in Petros Xanthopoulos's work include EEG and Brain-Computer Interfaces (7 papers), Face and Expression Recognition (5 papers) and Advanced Clustering Algorithms Research (4 papers). Petros Xanthopoulos is often cited by papers focused on EEG and Brain-Computer Interfaces (7 papers), Face and Expression Recognition (5 papers) and Advanced Clustering Algorithms Research (4 papers). Petros Xanthopoulos collaborates with scholars based in United States, Italy and Greece. Petros Xanthopoulos's co-authors include Vangelis Sakkalis, Michalis Zervakis, Tracey Cassar, Simon G. Fabri, Bart Vanrumste, Tracey Camilleri, Joseph Muscat, Pãnos M. Pardalos, Ramazan Ünlü and Theodore B. Trafali̇s and has published in prestigious journals such as Expert Systems with Applications, Epilepsia and Automation in Construction.

In The Last Decade

Petros Xanthopoulos

50 papers receiving 1.8k citations

Hit Papers

Review on solving the inverse problem in EEG source analysis 2008 2026 2014 2020 2008 250 500 750
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Review on solving the inverse problem in EEG source analysis
    2008 779 citations Tracey Cassar, Joseph Muscat et al. Journal of NeuroEngineering and Rehabilitation profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Petros Xanthopoulos United States 19 786 320 169 123 123 53 1.8k
Dimitris Kugiumtzis Greece 28 787 1.0× 399 1.2× 292 1.7× 56 0.5× 105 0.9× 98 2.3k
Xiang Zhang China 22 813 1.0× 231 0.7× 206 1.2× 66 0.5× 187 1.5× 106 1.6k
Xin Zhao China 21 336 0.4× 313 1.0× 92 0.5× 115 0.9× 190 1.5× 126 1.4k
David Papo Spain 24 1.0k 1.3× 168 0.5× 120 0.7× 107 0.9× 54 0.4× 72 2.3k
Yuanqing Li China 24 788 1.0× 135 0.4× 322 1.9× 96 0.8× 177 1.4× 81 1.9k
Chen Chen China 25 791 1.0× 208 0.7× 266 1.6× 73 0.6× 209 1.7× 186 1.9k
Andreas Mueller Austria 14 1.1k 1.4× 266 0.8× 100 0.6× 300 2.4× 51 0.4× 44 2.5k
Felix Bießmann Germany 20 1.3k 1.6× 590 1.8× 202 1.2× 263 2.1× 92 0.7× 50 2.5k
Lei Guo China 21 259 0.3× 305 1.0× 172 1.0× 72 0.6× 112 0.9× 134 1.3k
Sohan Seth United States 18 382 0.5× 521 1.6× 280 1.7× 107 0.9× 200 1.6× 72 1.9k

Countries citing papers authored by Petros Xanthopoulos

Since Specialization
Citations

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

Fields of papers citing papers by Petros Xanthopoulos

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Petros Xanthopoulos

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

All Works

20 of 20 papers shown
1.
Ünlü, Ramazan, et al.. (2025). Future of Clean Cooking Energy Access in Emerging Economies by 2030. Operations Research Forum. 6(1).
2.
Xanthopoulos, Petros, et al.. (2024). ChatGPT paraphrased product reviews can confuse consumers and undermine their trust in genuine reviews. Can you tell the difference?. Information Processing & Management. 61(6). 103842–103842. 10 indexed citations
3.
Ünlü, Ramazan & Petros Xanthopoulos. (2021). A reduced variance unsupervised ensemble learning algorithm based on modern portfolio theory. Expert Systems with Applications. 180. 115085–115085. 6 indexed citations
4.
Ünlü, Ramazan & Petros Xanthopoulos. (2019). Estimating the number of clusters in a dataset via consensus clustering. Expert Systems with Applications. 125. 33–39. 99 indexed citations
5.
Sawyer, Ben D., Waldemar Karwowski, Petros Xanthopoulos, & Peter A. Hancock. (2016). Detection of error-related negativity in complex visual stimuli: a new neuroergonomic arrow in the practitioner’s quiver. Ergonomics. 60(2). 234–240. 8 indexed citations
6.
Xanthopoulos, Petros, et al.. (2016). A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets. Expert Systems with Applications. 66. 124–135. 55 indexed citations
7.
Xanthopoulos, Petros, et al.. (2015). A robust unsupervised consensus control chart pattern recognition framework. Expert Systems with Applications. 42(19). 6767–6776. 25 indexed citations
8.
Rabelo, Luis, et al.. (2014). Analysis of the expansion of the panama canal using simulation modeling and artificial intelligence. Winter Simulation Conference. 910–921. 3 indexed citations
9.
Xanthopoulos, Petros. (2014). A Review on Consensus Clustering Methods. Journal of International Crisis and Risk Communication Research. 553–566. 13 indexed citations
10.
Xanthopoulos, Petros, Pãnos M. Pardalos, & Theodore B. Trafali̇s. (2012). Robust Data Mining. CERN Document Server (European Organization for Nuclear Research). 122 indexed citations
11.
Guarracino, Mario Rosario, Petros Xanthopoulos, Georgios Pyrgiotakis, et al.. (2011). Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues. Artificial Intelligence in Medicine. 53(2). 119–125. 10 indexed citations
12.
Xanthopoulos, Petros, et al.. (2011). Data Mining in Psychiatric Research. Methods in molecular biology. 829. 593–603. 10 indexed citations
13.
Sakkalis, Vangelis, et al.. (2009). Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm. IEEE Transactions on Information Technology in Biomedicine. 13(4). 433–441. 55 indexed citations
14.
Ktonas, P.Y., Spyretta Golemati, Petros Xanthopoulos, et al.. (2009). Time–frequency analysis methods to quantify the time-varying microstructure of sleep EEG spindles: Possibility for dementia biomarkers?. Journal of Neuroscience Methods. 185(1). 133–142. 28 indexed citations
15.
Xanthopoulos, Petros, et al.. (2009). A robust spike and wave algorithm for detecting seizures in a genetic absence seizure model. PubMed. 2009. 2184–2187. 13 indexed citations
16.
17.
Cassar, Tracey, Joseph Muscat, Tracey Camilleri, et al.. (2008). Review on solving the inverse problem in EEG source analysis. Journal of NeuroEngineering and Rehabilitation. 5(1). 25–25. 779 indexed citations breakdown →
18.
Xanthopoulos, Petros, Kenneth M. Heilman, Valeria Drago, et al.. (2008). An ambulatory persistence power curve: Motor planning affects ambulatory persistence in Parkinson's disease. Neuroscience Letters. 448(1). 105–109. 8 indexed citations
19.
Xanthopoulos, Petros, et al.. (2007). Quantum computing in control and optimization. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6573. 657307–657307. 1 indexed citations
20.
Kammerdiner, Alla, Petros Xanthopoulos, Pãnos M. Pardalos, Onur Şeref, & O. Erhun Kundakcioglu. (2007). Numerical limitations in application of vector autoregressive modeling and Granger causality to analysis of EEG time series. AIP conference proceedings. 953. 232–245. 1 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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