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Samuel Kaski

Samuel Kaski

Aalto University
Finland

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Computer Science
Finland
2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 70 1883 1823 10 9 559 18726

Samuel Kaski publications per year

The chart shows the history of publications by Samuel Kaski between 1992 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Samuel Kaski published across 34 years, from 1992 to 2025, averaging 19.5 papers a year. Output peaked at 42 publications in 2014. 60 of the 664 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1992 to 2025. Vertical axis: number of publications, 0 to 42. Peak 42 publications in 2014. 1992: 1 publication 1993: 2 publications 1994: 2 publications 1995: 2 publications 1996: 14 publications 1997: 6 publications 1998: 10 publications 1999: 8 publications 2000: 8 publications 2001: 11 publications 2002: 14 publications 2003: 18 publications 2004: 11 publications 2005: 25 publications 2006: 12 publications 2007: 14 publications 2008: 18 publications 2009: 25 publications 2010: 26 publications 2011: 27 publications 2012: 17 publications 2013: 19 publications 2014: 42 publications 2015: 25 publications 2016: 40 publications 2017: 31 publications 2018: 22 publications 2019: 37 publications 2020: 28 publications 2021: 38 publications 2022: 23 publications 2023: 28 publications 2024: 35 publications 2025: 25 publications
1992 2025

664 publications in total across all disciplines

View publications per year as a table
Samuel Kaski: publications per year, 1992 to 2025
Year Publications
1992 1
1993 2
1994 2
1995 2
1996 14
1997 6
1998 10
1999 8
2000 8
2001 11
2002 14
2003 18
2004 11
2005 25
2006 12
2007 14
2008 18
2009 25
2010 26
2011 27
2012 17
2013 19
2014 42
2015 25
2016 40
2017 31
2018 22
2019 37
2020 28
2021 38
2022 23
2023 28
2024 35
2025 25
Total 664
Download as CSV

Samuel Kaski 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 Samuel Kaski sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 552–561 publications, is where this scientist sits. 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
32–41 publications 991+

This scientist: 559 publications — 95th percentile

95% of scientists in this discipline score the same or lower.

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

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38 559
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Samuel Kaski 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 Samuel Kaski sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 70–71 D-Index, is where this scientist sits. 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
30–31 D-Index 131+

This scientist: 70 D-Index — 87th percentile

87% of scientists in this discipline score the same or lower.

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

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192 70
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2026 - Research.com Computer Science in Finland Leader Award
  • 2025 - Research.com Computer Science in Finland Leader Award

Overview

Samuel Kaski is affiliated with Aalto University in Finland and has a research focus primarily in computer science. Their work spans several subfields including artificial intelligence, statistics and probability, molecular biology, management science and operations research, and computational theory and mathematics.

The scientist's research topics include:

  • Gaussian Processes and Bayesian Inference
  • Machine Learning and Data Classification
  • Machine Learning and Algorithms
  • Computational Drug Discovery Methods
  • Statistical Methods and Bayesian Inference
  • Privacy-Preserving Technologies in Data
  • Markov Chains and Monte Carlo Methods

They have published extensively, with frequent publication venues including:

  • arXiv (Cornell University)
  • Aaltodoc (Aalto University)
  • Journal of Cheminformatics
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Bayesian Analysis

Among their recent papers are:

  • "Plasmids Shaped the Recent Emergence of the Major Nosocomial Pathogen Enterococcus faecium," published in 2020 in mBio
  • "Machine learning approaches for drug combination therapies," published in 2021 in Briefings in Bioinformatics
  • "Prior Knowledge Elicitation: The Past, Present, and Future," published in 2023 in Bayesian Analysis
  • "Rethinking pooling in graph neural networks," published in 2020 in arXiv (Cornell University)
  • "Substrate specificity of 2-deoxy-D-ribose 5-phosphate aldolase (DERA) assessed by different protein engineering and machine learning methods," published in 2020 in Applied Microbiology and Biotechnology

The scientist collaborates regularly with several coauthors, including:

  • Markus Heinonen (23 joint publications)
  • Jukka Corander (15 joint publications)
  • Pekka Marttinen (13 joint publications)
  • Henri Pesonen (11 joint publications)
  • Antti Honkela (10 joint publications)

Best Publications

  • Self organization of a massive document collection

    T. Kohonen;S. Kaski;K. Lagus;J. Salojarvi

  • Dimensionality reduction by random mapping: fast similarity computation for clustering

    S. Kaski

  • WEBSOM - Self-Organizing Maps of Document Collections

    Samuel Kaski;Timo Honkela;Krista Lagus;Teuvo Kohonen

  • Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum

    Merja Oja;S. Kaski;T. Kohonen

  • Bibliography of Self-Organizing Map (SOM) Papers: 1981-1997

    S. Kaski;J. Kangas;T. Kohonen

  • Kohonen Maps

    Samuel Kaski;Erkki Oja

  • Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization

    Jarkko Venna;Jaakko Peltonen;Kristian Nybo;Helena Aidos

  • Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study

    Jarkko Venna;Samuel Kaski

  • Local multidimensional scaling

    Jarkko Venna;Samuel Kaski

  • Self-organizing maps of document collections: a new approach to interactive exploration

    Krista Lagus;Timo Honkela;Samuel Kaski;Teuvo Kohonen

  • Fundamentals and Recent Developments in Approximate Bayesian Computation

    Jarno Lintusaari;Michael U. Gutmann;Ritabrata Dutta;Samuel Kaski

  • Comparing Self-Organizing Maps

    Samuel Kaski;Krista Lagus

  • Exploratory Data Analysis by the Self-Organizing Map: Structures of Welfare and Poverty in the World

    S. Kaski;T. Kohonen

  • Mining massive document collections by the WEBSOM method

    Krista Lagus;Samuel Kaski;Teuvo Kohonen

  • Self-organized formation of various invariant-feature filters in the adaptive-subspace SOM

    Teuvo Kohonen;Samuel Kaski;Harri Lappalainen

  • Trustworthiness and metrics in visualizing similarity of gene expression.

    Samuel Kaski;Janne Nikkilä;Merja Oja;Jarkko Venna

  • Newsgroup Exploration with WEBSOM Method and Browsing Interface

    T. Honkela;S. Kaski;K. Lagus;T. Kohonen

  • Bankruptcy analysis with self-organizing maps in learning metrics

    S. Kaski;J. Sinkkonen;J. Peltonen

  • Bayesian Canonical correlation analysis

    Arto Klami;Seppo Virtanen;Samuel Kaski

  • Analysis and visualization of gene expression data using self-organizing maps

    Janne Nikkila;Petri Törönen;Samuel Kaski;Jarkko Venna

Frequent Co-Authors

Giulio Jacucci
Giulio Jacucci University of Helsinki
Jukka Corander
Jukka Corander University of Oslo
Teuvo Kohonen
Teuvo Kohonen Aalto University
Matej Orešič
Matej Orešič Örebro University
Juho Rousu
Juho Rousu Aalto University
Aki Vehtari
Aki Vehtari Aalto University
Tero Aittokallio
Tero Aittokallio University of Helsinki
John Shawe-Taylor
John Shawe-Taylor University College London
Hiroshi Mamitsuka
Hiroshi Mamitsuka Kyoto University
Jorma Laaksonen
Jorma Laaksonen Aalto University

External Links

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Related Online Degrees & Career Pathways

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Each of these pathways supports flexible learning and can lead to rewarding positions in the fast-evolving tech sector.

Best Scientists Citing Samuel Kaski

Barbara Hammer

Barbara Hammer

Bielefeld University

Publications: 91

Andreas Rauber

Andreas Rauber

TU Wien

Publications: 52

Thomas Villmann

Thomas Villmann

Hochschule Mittweida

Publications: 39

Jukka Corander

Jukka Corander

University of Oslo

Publications: 38

Matej Orešič

Matej Orešič

Örebro University

Publications: 36

Giulio Jacucci

Giulio Jacucci

University of Helsinki

Publications: 31

Michel Verleysen

Michel Verleysen

Université Catholique de Louvain

Publications: 27

John Aldo Lee

John Aldo Lee

Université Catholique de Louvain

Publications: 25

Tero Aittokallio

Tero Aittokallio

University of Helsinki

Publications: 25

Hsinchun Chen

Hsinchun Chen

University of Arizona

Publications: 23

Erkki Oja

Erkki Oja

Aalto University

Publications: 22

Jorma Laaksonen

Jorma Laaksonen

Aalto University

Publications: 21

Alfred Ultsch

Alfred Ultsch

Philipp University of Marburg

Publications: 20

Teuvo Kohonen

Teuvo Kohonen

Aalto University

Publications: 20

Hujun Yin

Hujun Yin

University of Manchester

Publications: 19

Emilio Corchado

Emilio Corchado

University of Salamanca

Publications: 18

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