Andreas Henelius

762 total citations
25 papers, 484 citations indexed

About

Andreas Henelius is a scholar working on Cognitive Neuroscience, Cardiology and Cardiovascular Medicine and Social Psychology. According to data from OpenAlex, Andreas Henelius has authored 25 papers receiving a total of 484 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Cognitive Neuroscience, 8 papers in Cardiology and Cardiovascular Medicine and 7 papers in Social Psychology. Recurrent topics in Andreas Henelius's work include Heart Rate Variability and Autonomic Control (8 papers), EEG and Brain-Computer Interfaces (7 papers) and Sleep and Work-Related Fatigue (6 papers). Andreas Henelius is often cited by papers focused on Heart Rate Variability and Autonomic Control (8 papers), EEG and Brain-Computer Interfaces (7 papers) and Sleep and Work-Related Fatigue (6 papers). Andreas Henelius collaborates with scholars based in Finland, Sweden and Canada. Andreas Henelius's co-authors include Minna Huotilainen, Kai Puolamäki, Satu Pakarinen, Jussi Korpela, Kristian Lukander, Kiti Müller, Panagiotis Papapetrou, Henrik Boström, Lars Asker and Benjamin Ultan Cowley and has published in prestigious journals such as SLEEP, British Journal Of Nutrition and Journal of Machine Learning Research.

In The Last Decade

Andreas Henelius

22 papers receiving 467 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Andreas Henelius Finland 12 174 135 101 85 68 25 484
Eleni Kazantzaki Greece 11 86 0.5× 207 1.5× 86 0.9× 50 0.6× 63 0.9× 18 502
Sten Hanke Austria 10 181 1.0× 250 1.9× 81 0.8× 89 1.0× 70 1.0× 36 560
Stephen M. Mattingly United States 14 140 0.8× 248 1.8× 66 0.7× 29 0.3× 40 0.6× 26 505
Adriana Seelye United States 16 209 1.2× 172 1.3× 45 0.4× 53 0.6× 32 0.5× 22 953
Siniša Popović Croatia 13 128 0.7× 174 1.3× 144 1.4× 55 0.6× 99 1.5× 41 644
Dvijesh Shastri United States 10 126 0.7× 163 1.2× 171 1.7× 52 0.6× 78 1.1× 26 521
Krešimir Ćosić Croatia 14 105 0.6× 185 1.4× 150 1.5× 57 0.7× 61 0.9× 47 639
Weng-Tink Chooi Malaysia 11 409 2.4× 235 1.7× 73 0.7× 65 0.8× 80 1.2× 31 759
Saskia Koldijk Netherlands 7 83 0.5× 186 1.4× 87 0.9× 50 0.6× 124 1.8× 15 405
Petter Jakobsen Norway 8 117 0.7× 239 1.8× 53 0.5× 80 0.9× 41 0.6× 19 471

Countries citing papers authored by Andreas Henelius

Since Specialization
Citations

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

Fields of papers citing papers by Andreas Henelius

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Andreas Henelius

This figure shows the co-authorship network connecting the top 25 collaborators of Andreas Henelius. A scholar is included among the top collaborators of Andreas Henelius 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 Andreas Henelius. Andreas Henelius 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.
Henelius, Andreas, et al.. (2023). Explaining any black box model using real data. Frontiers in Computer Science. 5. 2 indexed citations
2.
Henelius, Andreas, et al.. (2022). Robust regression via error tolerance. Data Mining and Knowledge Discovery. 36(2). 781–810. 3 indexed citations
3.
Henelius, Andreas, et al.. (2022). Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons. IEEE Transactions on Visualization and Computer Graphics. 29(9). 3937–3948.
4.
Puolamäki, Kai, Emilia Oikarinen, & Andreas Henelius. (2021). Guided Visual Exploration of Relations in Data Sets. Journal of Machine Learning Research. 22(96). 1–32. 3 indexed citations
5.
Oikarinen, Emilia, et al.. (2021). Detecting virtual concept drift of regressors without ground truth values. Data Mining and Knowledge Discovery. 35(3). 726–747. 15 indexed citations
6.
Henelius, Andreas, et al.. (2019). Significance of Patterns in Data Visualisations. Työväentutkimus Vuosikirja. 1509–1517. 7 indexed citations
7.
Pölkki, Tarja, Jari Lipsanen, Andreas Henelius, et al.. (2019). Effects of live music therapy on heart rate variability and self-reported stress and anxiety among hospitalized pregnant women: A randomized controlled trial. Nordic Journal of Music Therapy. 28(1). 7–26. 43 indexed citations
8.
Henelius, Andreas & Jari Torniainen. (2018). MIDAS: Open-source framework for distributed online analysis of data streams. SoftwareX. 7. 156–161.
9.
Sallinen, Mikael, Torbjörn Åkerstedt, Mikko Härmä, et al.. (2018). Recurrent On-Duty Sleepiness and Alertness Management Strategies in Long-Haul Airline Pilots. Aerospace Medicine and Human Performance. 89(7). 601–608. 10 indexed citations
10.
Cowley, Benjamin Ultan, Kristian Lukander, Jari Torniainen, et al.. (2016). The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human–Computer Interaction. Työväentutkimus Vuosikirja. 9(3-4). 151–308. 71 indexed citations
11.
Korpela, Jussi, et al.. (2016). Job burnout is associated with dysfunctions in brain mechanisms of voluntary and involuntary attention. Biological Psychology. 117. 56–66. 40 indexed citations
12.
Korpela, Jussi, et al.. (2016). Shifting of attentional set is inadequate in severe burnout: Evidence from an event-related potential study. International Journal of Psychophysiology. 112. 70–79. 20 indexed citations
13.
Torniainen, Jari, Benjamin Ultan Cowley, Andreas Henelius, Kristian Lukander, & Satu Pakarinen. (2015). Feasibility of an electrodermal activity ring prototype as a research tool. PubMed. 2015. 6433–6436. 23 indexed citations
14.
Pakarinen, Satu, et al.. (2014). Fast determination of MMN and P3a responses to linguistically and emotionally relevant changes in pseudoword stimuli. Neuroscience Letters. 577. 28–33. 40 indexed citations
15.
Huotilainen, Minna, Jussi Korpela, Andreas Henelius, et al.. (2014). Alterations in attention capture to auditory emotional stimuli in job burnout: An event-related potential study. International Journal of Psychophysiology. 94(3). 427–436. 42 indexed citations
16.
Henelius, Andreas, Kai Puolamäki, Henrik Boström, Lars Asker, & Panagiotis Papapetrou. (2014). A peek into the black box: exploring classifiers by randomization. Data Mining and Knowledge Discovery. 28(5-6). 1503–1529. 60 indexed citations
17.
Karhula, Kati, Andreas Henelius, Mikko Härmä, et al.. (2014). Job strain and vagal recovery during sleep in shift working health care professionals. Chronobiology International. 31(10). 1179–1189. 14 indexed citations
18.
Sallinen, Mikael, et al.. (2014). On-Road Study of Fatigue Management Strategies in Long-Haul Truck Drivers. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 58(1). 2122–2125. 3 indexed citations
19.
Lukander, Kristian, et al.. (2013). Algorithm for automatic analysis of electro-oculographic data. BioMedical Engineering OnLine. 12(1). 110–110. 42 indexed citations
20.
Korpela, Riitta, Andreas Henelius, Anu Holm, et al.. (2013). Breakfast high in whey protein or carbohydrates improves coping with workload in healthy subjects. British Journal Of Nutrition. 110(9). 1712–1721. 9 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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