World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
39
Citations
8087
World Ranking
9625
National Ranking
80

Jani Mäntyjärvi publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Jani Mäntyjärvi sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 115 publications — 13th percentile

13% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Jani Mäntyjärvi D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Jani Mäntyjärvi sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 39 D-Index — 33rd percentile

33% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Jani Mäntyjärvi is affiliated with the VTT Technical Research Centre of Finland. Their research spans multiple fields, notably psychology, neuroscience, and computer science. Within these areas, they have contributed to subfields such as experimental and cognitive psychology, cardiology and cardiovascular medicine, cognitive neuroscience, computer vision and pattern recognition, and biomedical engineering.

Their work covers a range of topics including heart rate variability and autonomic control, mental health research topics, emotion and mood recognition, EEG and brain-computer interfaces, non-invasive vital sign monitoring, behavioral health and interventions, and personality traits and psychology.

Recent papers authored or co-authored by Mäntyjärvi include the following:

  • Personalized mental stress detection with self-organizing map: From laboratory to the field, 2020, Computers in Biology and Medicine
  • Ultra-Short Window Length and Feature Importance Analysis for Cognitive Load Detection from Wearable Sensors, 2021, Electronics
  • Positive affect state is a good predictor of movement and stress: combining data from ESM/EMA, mobile HRV measurements and trait questionnaires, 2021, Heliyon
  • Explainable stress type classification captures physiologically relevant responses in the Maastricht Acute Stress Test, 2023, Frontiers in Neuroergonomics
  • Boosting Business With Machine Learning-Based Automated Visual Data Processing: Results of Finnish Company Interviews, 2020, IEEE Access

Frequently collaborating researchers with Mäntyjärvi include Jaakko Tervonen, Kati Pettersson, Tatu Harviainen, Johanna Närväinen, and Sampsa Puttonen.

Their publications have appeared in journals such as Computers in Biology and Medicine, Electronics, Heliyon, Frontiers in Neuroergonomics, and IEEE Access.

Best Publications

  • Activity classification using realistic data from wearable sensors

    J. Parkka;M. Ermes;P. Korpipaa;J. Mantyjarvi

  • Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

    M. Ermes;J. Parkka;J. Mantyjarvi;I. Korhonen

  • Managing context information in mobile devices

    P. Korpipaa;J. Mantyjarvi;J. Kela;H. Keranen

  • Identifying users of portable devices from gait pattern with accelerometers

    J. Mantyjarvi;M. Lindholm;E. Vildjiounaite;S.-M. Makela

  • Recognizing human motion with multiple acceleration sensors

    J. Mantyjarvi;J. Himberg;T. Seppanen

  • Accelerometer-based gesture control for a design environment

    Juha Kela;Panu Korpipää;Jani Mäntyjärvi;Sanna Kallio

  • Identifying people from gait pattern with accelerometers

    Heikki J. Ailisto;Mikko Lindholm;Jani Mantyjarvi;Elena Vildjiounaite

  • Enabling fast and effortless customisation in accelerometer based gesture interaction

    Jani Mäntyjärvi;Juha Kela;Panu Korpipää;Sanna Kallio

  • Gesture control system

    Juha Kela;Panu Korpipaa;Jani Mantyjarvi;Heikki Keranen

  • An ontology for mobile device sensor-based context awareness

    Panu Korpipää;Jani Mäntyjärvi

  • Context-Aware Telephony Over WAP

    Albrecht Schmidt;Antti Takaluoma;Jani Mäntyjärvi

  • Method and arrangement for entering data in an electronic apparatus and an electronic apparatus

    Jani Mäntyjärvi;Jussi Koivumäki;Atte Kinnula

  • Hand gesture recognition of a mobile device user

    V.-M. Mantyla;J. Mantyjarvi;T. Seppanen;E. Tuulari

  • Controlling a terminal of a communication system

    Jani Antero Mäntyjärvi;Antti Ilkka Takaluoma;Urpo Jalmari Tuomela

  • Unobtrusive multimodal biometrics for ensuring privacy and information security with personal devices

    Elena Vildjiounaite;Satu-Marja Mäkelä;Mikko Lindholm;Reima Riihimäki

  • Method and apparatus for providing context-based call transfer operation

    Urpo Tuomela;Antti Takaluoma;Jani Mantyjarvi;Albrecht Schmidt

  • Online gesture recognition system for mobile interaction

    S. Kallio;J. Kela;J. Mantyjarvi

  • Customizing User Interaction in Smart Phones

    P. Korpipaa;E.-J. Malm;T. Rantakokko;V. Kyllonen

  • Developing design guidelines for context-aware mobile applications

    Jonna Häkkilä;Jani Mäntyjärvi

  • Adapting applications in handheld devices using fuzzy context information

    Jani Mäntyjärvi;Tapio Seppänen

Frequent Co-Authors

Georgy Gimel'farb
Georgy Gimel'farb University of Auckland
Fabio Paternò
Fabio Paternò National Research Council (CNR)
Markus Jokela
Markus Jokela University of Helsinki
Samian Kaur
Samian Kaur InterDigital (United States)
Sampsa Puttonen
Sampsa Puttonen Tampere University
Enrico Rukzio
Enrico Rukzio University of Ulm
Heikki Mannila
Heikki Mannila Aalto University
Paul Lukowicz
Paul Lukowicz German Research Centre for Artificial Intelligence
Anind K. Dey
Anind K. Dey University of Washington

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