Markus Varsta

700 total citations
16 papers, 492 citations indexed

About

Markus Varsta is a scholar working on Cognitive Neuroscience, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Markus Varsta has authored 16 papers receiving a total of 492 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Cognitive Neuroscience, 6 papers in Artificial Intelligence and 5 papers in Signal Processing. Recurrent topics in Markus Varsta's work include EEG and Brain-Computer Interfaces (8 papers), Neural Networks and Applications (6 papers) and Neural dynamics and brain function (5 papers). Markus Varsta is often cited by papers focused on EEG and Brain-Computer Interfaces (8 papers), Neural Networks and Applications (6 papers) and Neural dynamics and brain function (5 papers). Markus Varsta collaborates with scholars based in Italy, Finland and United States. Markus Varsta's co-authors include Jukka Heikkonen, José del R. Millán, J. Mouriño, Febo Cincotti, Fabio Babiloni, Kimmo Kaski, Timo Koskela, Maria Grazia Marciani, L. Lazzarini and Luigi Bianchi and has published in prestigious journals such as NeuroImage, Medical Physics and Neural Processing Letters.

In The Last Decade

Markus Varsta

15 papers receiving 434 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Markus Varsta Italy	8	330	157	148	135	70	16	492
TN Lal Germany	5	489 1.5×	87 0.6×	218 1.5×	194 1.4×	102 1.5×	8	569
Morteza Alamgir Germany	7	342 1.0×	80 0.5×	122 0.8×	90 0.7×	99 1.4×	10	481
Vincent Guigue France	6	367 1.1×	77 0.5×	165 1.1×	134 1.0×	106 1.5×	20	468
Shuailei Zhang China	9	244 0.7×	115 0.7×	131 0.9×	64 0.5×	85 1.2×	18	430
Harsh Gupta India	9	168 0.5×	110 0.7×	65 0.4×	66 0.5×	133 1.9×	18	418
Seif Eldawlatly Egypt	11	360 1.1×	64 0.4×	191 1.3×	54 0.4×	92 1.3×	59	462
Barjinder Kaur India	9	201 0.6×	85 0.5×	44 0.3×	110 0.8×	37 0.5×	15	405
Kaveh Samiee Hungary	8	437 1.3×	80 0.5×	58 0.4×	315 2.3×	37 0.5×	14	537
Cédric Gouy‐Pailler France	10	216 0.7×	104 0.7×	45 0.3×	152 1.1×	50 0.7×	29	387
Faraz Akram Pakistan	11	192 0.6×	68 0.4×	89 0.6×	31 0.2×	93 1.3×	31	393

Countries citing papers authored by Markus Varsta

Since Specialization

Citations

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

Fields of papers citing papers by Markus Varsta

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Markus Varsta

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

All Works

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16 of 16 papers shown

Epelman, Marina A., Yilun Sun, Markus Varsta, et al.. (2022). Direct incorporation of patient‐specific efficacy and toxicity estimates in radiation therapy plan optimization. Medical Physics. 49(10). 6279–6292. 5 indexed citations

Millán, José del R., J. Mouriño, Febo Cincotti, et al.. (2002). A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Transactions on Neural Networks. 13(3). 678–686. 139 indexed citations

Millán, José del R., J. Mouriño, Febo Cincotti, et al.. (2002). Neural networks for robust classification of mental tasks. IRIS Research product catalog (Sapienza University of Rome). 2. 1380–1382. 6 indexed citations

Koskela, Timo, Markus Varsta, Jukka Heikkonen, & Kimmo Kaski. (2002). Temporal sequence processing using recurrent SOM. 1. 290–297. 27 indexed citations

Varsta, Markus. (2002). Self-organizing maps in sequence processing. Aaltodoc (Aalto University). 2 indexed citations

Varsta, Markus, Jukka Heikkonen, José del R. Millán, & J. Mouriño. (2002). Evaluating the performance of three feature sets for brain-computer interfaces with an early stopping MLP committee. 2. 907–910. 23 indexed citations

Varsta, Markus, Jukka Heikkonen, Jouko Lampinen, & José del R. Millán. (2001). Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. Neural Processing Letters. 13(3). 237–251. 37 indexed citations

Varsta, Markus, Jukka Heikkonen, & Jouko Lampinen. (2000). Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map.. The European Symposium on Artificial Neural Networks. 273–280. 5 indexed citations

Babiloni, Fabio, Febo Cincotti, L. Lazzarini, et al.. (2000). Linear classification of low-resolution EEG patterns produced by imagined hand movements. IEEE Transactions on Rehabilitation Engineering. 8(2). 186–188. 115 indexed citations

10.

Millán, José del R., Febo Cincotti, Markus Varsta, et al.. (2000). EEG patterns associated to spontaneous execution of mental tasks. NeuroImage. 11(5). S78–S78. 1 indexed citations

11.

Millán, José del R., J. Mouriño, Fabio Babiloni, et al.. (2000). Local neural classifier for EEG-based recognition of mental tasks. 632–636 vol.3. 36 indexed citations

12.

Koskela, Timo, Markus Varsta, Jukka Heikkonen, & Kimmo Kaski. (1998). Recurrent SOM with Local Linear Models in Time Series Prediction. The European Symposium on Artificial Neural Networks. 1990. 167–172. 35 indexed citations

13.

Koskela, Timo, Markus Varsta, Jukka Heikkonen, & Kimmo Kaski. (1997). Time Series Predicition using Recurrent SOM with Local Linear Models. International Journal of Knowledge-based and Intelligent Engineering Systems. 2(1). 60–68. 50 indexed citations

14.

Varsta, Markus, Jukka Heikkonen, & José del R. Millán. (1997). Epileptic Activity Detection in EEG with Neural Networks. 5 indexed citations

15.

Varsta, Markus, et al.. (1996). <title>Robot path generation for surface processing applications via neural networks</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2904. 228–238. 2 indexed citations

16.

Varsta, Markus, et al.. (1996). Surface modeling and robot path generation using self-organization. 1. 30–34 vol.4. 4 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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