Jari Kangas

3.5k total citations · 1 hit paper
88 papers, 2.3k citations indexed

About

Jari Kangas is a scholar working on Computer Vision and Pattern Recognition, Human-Computer Interaction and Artificial Intelligence. According to data from OpenAlex, Jari Kangas has authored 88 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 40 papers in Computer Vision and Pattern Recognition, 39 papers in Human-Computer Interaction and 31 papers in Artificial Intelligence. Recurrent topics in Jari Kangas's work include Gaze Tracking and Assistive Technology (24 papers), Tactile and Sensory Interactions (24 papers) and Neural Networks and Applications (17 papers). Jari Kangas is often cited by papers focused on Gaze Tracking and Assistive Technology (24 papers), Tactile and Sensory Interactions (24 papers) and Neural Networks and Applications (17 papers). Jari Kangas collaborates with scholars based in Finland, China and Netherlands. Jari Kangas's co-authors include Teuvo Kohonen, Jorma Laaksonen, Erkki Oja, Olli Simula, Ari Visa, Roope Raisamo, Samuel Kaski, Poika Isokoski, K. Torkkola and Jussi Rantala and has published in prestigious journals such as SHILAP Revista de lepidopterología, Proceedings of the IEEE and The Journal of the Acoustical Society of America.

In The Last Decade

Jari Kangas

80 papers receiving 2.1k citations

Hit Papers

align trajectories

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.

Engineering applications of the self-organizing map

1996 597 citations Teuvo Kohonen, Erkki Oja et al. profile →

Peers

Jari Kangas

AI

CVPR

HI

CN

SP

Yong Peng China

Zhentao Liu China

Michael S. Lew Netherlands

Zhiyong Wang China

Jie Song China

Dan Xu China

David R. Hardoon United Kingdom

Othman Omran Khalifa Malaysia

Chaitanya Ahuja United States

Yizhang Jiang China

Yong Peng China

Jari Kangas

589 ×0.6

AI

582 ×0.8

CVPR

182 ×0.4

HI

685 ×1.9

CN

188 ×0.7

SP

Citations per year, relative to Jari Kangas Jari Kangas (= 1×) peers Yong Peng

Countries citing papers authored by Jari Kangas

Since Specialization

Citations

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

Fields of papers citing papers by Jari Kangas

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jari Kangas

This figure shows the co-authorship network connecting the top 25 collaborators of Jari Kangas. A scholar is included among the top collaborators of Jari Kangas 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 Jari Kangas. Jari Kangas 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

1.

Kangas, Jari, et al.. (2024). Towards the Emergence of the Medical Metaverse: A Pilot Study on Shared Virtual Reality for Orthognathic–Surgical Planning. Applied Sciences. 14(3). 1038–1038. 3 indexed citations

2.

Kangas, Jari, et al.. (2023). Velocity-Oriented Dynamic Control–Display Gain for Kinesthetic Interaction with a Grounded Force-Feedback Device. Multimodal Technologies and Interaction. 7(2). 12–12.

3.

Kangas, Jari, et al.. (2023). Comparison of a VR Stylus with a Controller, Hand Tracking, and a Mouse for Object Manipulation and Medical Marking Tasks in Virtual Reality. Applied Sciences. 13(4). 2251–2251. 16 indexed citations

4.

Kangas, Jari, et al.. (2022). Evaluation of voice commands for mode change in virtual reality implant planning procedure. International Journal of Computer Assisted Radiology and Surgery. 17(11). 1981–1989. 9 indexed citations

5.

Rantala, Jussi, et al.. (2021). Comparison of Controller-Based Locomotion Techniques for Visual Observation in Virtual Reality. Multimodal Technologies and Interaction. 5(7). 31–31. 18 indexed citations

6.

Rakkolainen, Ismo, Ahmed Farooq, Jari Kangas, et al.. (2021). Technologies for Multimodal Interaction in Extended Reality—A Scoping Review. Multimodal Technologies and Interaction. 5(12). 81–81. 47 indexed citations

7.

Kangas, Jari, et al.. (2020). Gaze Tracker Accuracy and Precision Measurements in Virtual Reality Headsets. Trepo - Institutional Repository of Tampere University. 640–644. 1 indexed citations

8.

Majaranta, Päivi, et al.. (2019). Inducing gaze gestures by static illustrations. 1–5. 6 indexed citations

9.

Rantala, Jussi, Päivi Majaranta, Jari Kangas, et al.. (2017). Gaze Interaction With Vibrotactile Feedback: Review and Design Guidelines. Human-Computer Interaction. 35(1). 1–39. 27 indexed citations

10.

Rantala, Jussi, Jari Kangas, Poika Isokoski, et al.. (2015). Haptic feedback of gaze gestures with glasses. 855–862. 3 indexed citations

11.

Kangas, Jari, Deepak Akkil, Jussi Rantala, et al.. (2014). Gaze gestures and haptic feedback in mobile devices. 435–438. 45 indexed citations

12.

Majaranta, Päivi, et al.. (2014). Effects of haptic feedback on gaze based auto scrolling. 947–950. 4 indexed citations

13.

Laaksonen, Jorma, et al.. (2003). Adaptive local subspace classifier in on-line recognition of handwritten characters. 4. 2812–2815. 3 indexed citations

14.

Kangas, Jari. (1994). On the Analysis of Pattern Sequences by Self-Organizing Maps. 14 indexed citations

15.

Rihkanen, Heikki, et al.. (1994). Spectral pattern recognition of improved voice quality. Journal of Voice. 8(4). 320–326. 11 indexed citations

16.

Leinonen, Lea, et al.. (1993). Acoustic Pattern Recognition of Fricative-Vowel Coarticulation by the Self-Organizing Map. Folia Phoniatrica et Logopaedica. 45(4). 173–181. 2 indexed citations

17.

Leinonen, Lea, et al.. (1993). Acoustic Pattern Recognition of /s/ Misarticulationbythe Self-Organizing Map. Folia Phoniatrica et Logopaedica. 45(3). 135–144. 6 indexed citations

18.

Berger-Vachon, Christian, Clark D. Starr, Markus Heß, et al.. (1993). IALP News. Folia Phoniatrica et Logopaedica. 45(3). 152–155.

19.

Kangas, Jari, Teuvo Kohonen, & Jorma Laaksonen. (1990). Variants of self-organizing maps. IEEE Transactions on Neural Networks. 1(1). 93–99. 226 indexed citations

20.

Kohonen, Teuvo, et al.. (1987). Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese. 2377–2380. 26 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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