World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
7253
World Ranking
10590
National Ranking
34

Isabel Trancoso 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 Isabel Trancoso 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: 333 publications — 79th percentile

79% of scientists in this discipline score the same or lower.

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

Isabel Trancoso 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 Isabel Trancoso 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: 37 D-Index — 27th percentile

27% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2011 - IEEE Fellow For sustained contributions to speech technology, especially in the provision of research in and resources for the Portuguese language

Overview

Isabel Trancoso is affiliated with Instituto Superior Técnico in Portugal and has contributed extensively to the field of computer science, with a particular focus on artificial intelligence and signal processing. Their research also intersects with experimental and cognitive psychology, social psychology, and education, reflecting a multidisciplinary approach.

The main topics covered in Isabel Trancoso's body of work include:

  • Speech Recognition and Synthesis
  • Topic Modeling
  • Natural Language Processing Techniques
  • Speech and dialogue systems
  • Speech and Audio Processing
  • Phonetics and Phonology Research
  • Music and Audio Processing

Isabel Trancoso has authored several research papers, notable among them are:

  • "Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication," 2021, Cognitive Computation
  • "Exploring Dementia Detection from Speech: Cross Corpus Analysis," 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • "Extending automatic transcripts in a unified data representation towards a prosodic-based metadata annotation and evaluation," 2021, Journal of Speech Sciences
  • "Pathological speech detection using x-vector embeddings," 2020, arXiv (Cornell University)
  • "Speech as a Biomarker for Disease Detection," 2024, IEEE Access

Frequent co-authors collaborating with Isabel Trancoso include:

  • Thomas Siegert
  • Karen Hawkins
  • Mary Ward-Callan
  • John Baillieul
  • Gert Cauwenberghs

The venues where Isabel Trancoso frequently publishes highlight the academic communities they engage with most often. These publication venues include:

  • Proceedings of the IEEE
  • arXiv (Cornell University)
  • IEEE Spectrum
  • IEEE Access
  • IEEE Journal of Selected Topics in Signal Processing

In 2011, Isabel Trancoso was recognized as an IEEE Fellow for sustained contributions to speech technology, especially in research and resource provision for the Portuguese language.

Best Publications

  • Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

    Wang Ling;Chris Dyer;Alan W Black;Isabel Trancoso

  • Two/Too Simple Adaptations of Word2Vec for Syntax Problems

    Wang Ling;Chris Dyer;Alan W. Black;Isabel Trancoso

  • The MediaMill TRECVID 2009 Semantic Video Search Engine

    C.G.M. Snoek;K.E.A. van de Sande;O. de Rooij;B. Huurnink

  • Character-based Neural Machine Translation

    Wang Ling;Isabel Trancoso;Chris Dyer;Alan W Black

  • Automatic cyberbullying detection: A systematic review

    H. Rosa;H. Rosa;N. Pereira;R. Ribeiro;R. Ribeiro;P.C. Ferreira;P.C. Ferreira

  • Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

    Wang Ling;Tiago Luís;Luís Marujo;Ramón Fernandez Astudillo

  • EUROM-A Spoken Language Resource for the EU

    D Chan;A Fourcin;D Gibbon;B Granstrom

  • Temporal Video Segmentation to Scenes Using High-Level Audiovisual Features

    P. Sidiropoulos;V. Mezaris;I. Kompatsiaris;H. Meinedo

  • Not All Contexts Are Created Equal: Better Word Representations with Variable Attention

    Wang Ling;Yulia Tsvetkov;Silvio Amir;Ramon Fermandez

  • EUROM - a spoken language resource for the EU - the SAM projects.

    Dominic S. F. Chan;Adrian Fourcin;Dafydd Gibbon;Björn Granström

  • Efficient procedures for finding the optimum innovation in stochastic coders

    I. Trancoso;B. Atal

  • Non-speech audio event detection

    Jose Portelo;Miguel Bugalho;Isabel Trancoso;Joao Neto

  • Preserving privacy in speaker and speech characterisation

    Andreas Nautsch;Andreas Nautsch;Abelino Jiménez;Amos Treiber;Jascha Kolberg

  • AUDIMUS.MEDIA: a broadcast news speech recognition system for the european portuguese language

    Hugo Meinedo;Diamantino Caseiro;João Neto;Isabel Trancoso

  • Accent identification

    C. Teixeira;I. Trancoso;A. Serralheiro

  • Automatic word naming recognition for an on-line aphasia treatment system

    Alberto Abad;Anna Pompili;Anna Pompili;Angela Costa;Angela Costa;Isabel Trancoso;Isabel Trancoso

  • Microblogs as Parallel Corpora

    Wang Ling;Guang Xiang;Chris Dyer;Alan Black

  • Bilingual Experiments on Automatic Recovery of Capitalization and Punctuation of Automatic Speech Transcripts

    F. Batista;H. Moniz;I. Trancoso;N. Mamede

  • Age and gender classification using fusion of acoustic and prosodic features.

    Hugo Meinedo;Isabel Trancoso

  • Efficient search procedures for selecting the optimum innovation in stochastic coders

    I.M. Trancoso;B.S. Atal

Frequent Co-Authors

Bhiksha Raj
Bhiksha Raj Carnegie Mellon University
Alan W. Black
Alan W. Black Carnegie Mellon University
Jorge S. Marques
Jorge S. Marques Instituto Superior Técnico
Maxine Eskenazi
Maxine Eskenazi Carnegie Mellon University
Chris Dyer
Chris Dyer Google (United States)
Jaime G. Carbonell
Jaime G. Carbonell Carnegie Mellon University
Krystian Mikolajczyk
Krystian Mikolajczyk Imperial College London
Ioannis Kompatsiaris
Ioannis Kompatsiaris Information Technologies Institute, Greece
Josef Kittler
Josef Kittler University of Surrey
Mário J. Silva
Mário J. Silva Instituto Superior Técnico

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