Concepedia

Affect Classification

Affect Classification is a computational method within affective computing that categorizes observed behavioral or physiological signals into discrete emotional states or dimensions based on predefined affective models.

285

Publications

41.6K

Citations

837

Authors

402

Institutions

Publications per year

2017–2026

91

Variants

Affective State Classification

Parents

Publications

285

A circumplex model of affect.

James A. Russell · Journal of Personality and Social Psychology · 1980 · 16K citations

, , +9

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text

, , +17

Toward machine emotional intelligence: analysis of affective physiological state

Rosalind W. Picard, Elias Vyzas, Jennifer Healey · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 2.3K citations

, , +16

A categorized list of emotion definitions, with suggestions for a consensual definition

Paul R. Kleinginna, Anne M. Kleinginna · Motivation and Emotion · 1981 · 1.2K citations

, , +14

Multimodal Emotion Recognition in Response to Videos

Mohammad Soleymani, Maja Pantić, Thierry Pun · IEEE Transactions on Affective Computing · 2011 · 712 citations

, , +17

1–5 of 285

Authors

837

  1. HG
    Hatice Güneş

    University of Cambridge, United Kingdom

    5 publications · 818 citations

    5

    h-index

  2. BW
    Björn W. Schuller

    Imperial College London, United Kingdom

    5 publications · 857 citations

    5

    h-index

  3. TP
    Thierry Pun

    University of Geneva, Switzerland

    4 publications · 5.8K citations

    4

    h-index

  4. RW
    Rosalind W. Picard

    Massachusetts Institute of Technology, United States

    4 publications · 2.6K citations

    4

    h-index

  5. PR
    Peter Robinson

    University of Cambridge, United Kingdom

    3 publications · 176 citations

    3

    h-index

1–5 of 837

Institutions

402

  1. University of Twente

    Enschede, The Netherlands

    6 h-index

    10 publications

    10.9K citations

  2. University of Toronto

    Toronto, Canada

    5 h-index

    8 publications

    776 citations

  3. University of Trento

    Trento, Italy

    5 h-index

    12 publications

    517 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    10 publications

    2.8K citations

  5. Technical University of Munich

    Munich, Germany

    5 h-index

    11 publications

    1.2K citations

  6. University of Malta

    Msida, Malta

    4 h-index

    10 publications

    587 citations

  7. University of Geneva

    Geneva, Switzerland

    4 h-index

    11 publications

    11.9K citations

  8. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    9 publications

    490 citations

1–8 of 402

Venues

  1. IEEE Transactions on Affective Computing

    TAC · 13 publications · 6.3K citations

    12

    h-index

  2. Behavior Research Methods

    BRM · 5 publications · 1.2K citations

    5

    h-index

  3. Sensors

    5 publications · 189 citations

    5

    h-index

  4. PLoS ONE

    5 publications · 400 citations

    5

    h-index

  5. Expert Systems with Applications

    4 publications · 276 citations

    4

    h-index

1–5