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Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

JOURNAL ARTICLE published 1 April 2020 in IEEE Transactions on Affective Computing

Research funded by National Institutes of Health (R01GM105018)

Authors: Sara Taylor | Natasha Jaques | Ehimwenma Nosakhare | Akane Sano | Rosalind Picard

Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping

JOURNAL ARTICLE published 1 October 2018 in IEEE Transactions on Affective Computing

Research funded by National Science Council of Taiwan (NSC 101-2221-E-001-017)

Authors: Yu-Hao Chin | Jia-Ching Wang | Ju-Chiang Wang | Yi-Hsuan Yang

Investigation of Speech Landmark Patterns for Depression Detection

JOURNAL ARTICLE published 1 April 2022 in IEEE Transactions on Affective Computing

Research funded by Australian Research Council Linkage Project (LP160101360)

Authors: Zhaocheng Huang | Julien Epps | Dale Joachim

Ethical Considerations and Checklist for Affective Research With Wearables

JOURNAL ARTICLE published January 2024 in IEEE Transactions on Affective Computing

Research funded by National Science Centre, Poland (2020/37/B/ST6/03806,2020/39/B/HS6/00685)

Authors: Maciej Behnke | Stanislaw Saganowski | Dominika Kunc | Przemysław Kazienko

EmoTake: Exploring Drivers' Emotion for Takeover Behavior Prediction

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Yu Gu | Yibing Weng | Yantong Wang | Meng Wang | Guohang Zhuang | Jinyang Huang | Xiaolan Peng | Liang Luo | Fuji Ren

Hidden Bawls, Whispers, and Yelps: Can Text Convey the Sound of Speech, Beyond Words?

JOURNAL ARTICLE published 1 January 2023 in IEEE Transactions on Affective Computing

Authors: Caluã de Lacerda Pataca | Paula Dornhofer Paro Costa

Induction and Profiling of Strong Multi-Componential Emotions in Virtual Reality

JOURNAL ARTICLE published 1 January 2021 in IEEE Transactions on Affective Computing

Authors: Ben Meuleman | David Rudrauf

Emotion Analysis for Personality Inference from EEG Signals

JOURNAL ARTICLE published 1 July 2018 in IEEE Transactions on Affective Computing

Research funded by National Key Research and Development Plan (2016YFB1001200,2017YFB0802800) | National Natural Science Foundation of China (31771226,61672501)

Authors: Guozhen Zhao | Yan Ge | Biying Shen | Xingjie Wei | Hao Wang

A Novel Sentiment Polarity Detection Framework for Chinese

JOURNAL ARTICLE published 1 January 2022 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (U1736105,61572259) | National Social Science Fund of China (16ZDA054)

Authors: Tinghuai Ma | Huan Rong | Yongsheng Hao | Jie Cao | Yuan Tian | Mznah Al-Rodhaan

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database

JOURNAL ARTICLE published 1 July 2021 in IEEE Transactions on Affective Computing

Authors: Patrick Thiam | Viktor Kessler | Mohammadreza Amirian | Peter Bellmann | Georg Layher | Yan Zhang | Maria Velana | Sascha Gruss | Steffen Walter | Harald C. Traue | Daniel Schork | Jonghwa Kim | Elisabeth Andre | Heiko Neumann | Friedhelm Schwenker

Evaluation of Four Designed Virtual Agent Personalities

JOURNAL ARTICLE published July 2012 in IEEE Transactions on Affective Computing

Authors: Margaret McRorie | Ian Sneddon | Gary McKeown | Elisabetta Bevacqua | Etienne de Sevin | Catherine Pelachaud

On-the-Fly Facial Expression Prediction Using LSTM Encoded Appearance-Suppressed Dynamics

JOURNAL ARTICLE published 1 January 2022 in IEEE Transactions on Affective Computing

Authors: Wissam J. Baddar | Sangmin Lee | Yong Man Ro

Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition

JOURNAL ARTICLE published 1 July 2022 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (61876021)

Authors: Hailing Wang | Xia Wu | Li Yao

Deep Physiological Affect Network for the Recognition of Human Emotions

JOURNAL ARTICLE published 2018 in IEEE Transactions on Affective Computing

Research funded by Institute for Information communications Technology Promotion IITP grant funded by the Korea government MSIT (2017-0-00432,2017-0-01778)

Authors: Byung Hyung Kim | Sungho Jo

Multimodal Stress Detection from Multiple Assessments

JOURNAL ARTICLE published 1 October 2018 in IEEE Transactions on Affective Computing

Research funded by Labex SMART (ANR-11-LABX-65) | ANR (ANR-11-IDEX-0004-02)

Authors: Jonathan Aigrain | Michel Spodenkiewicz | Severine Dubuisson | Marcin Detyniecki | David Cohen | Mohamed Chetouani

Tracking Dynamics of Opinion Behaviors with a Content-Based Sequential Opinion Influence Model

JOURNAL ARTICLE published 1 October 2020 in IEEE Transactions on Affective Computing

Research funded by Research Grants Council of Hong Kong (PolyU 5202/12E,PolyU 152094/14E) | National Natural Science Foundation of China (61272291,61672445) | Hong Kong Polytechnic University (4-BCB5,B-Q46C,G-YBJP)

Authors: Chengyao Chen | Zhitao Wang | Wenjie Li

Spontaneous Speech Emotion Recognition Using Multiscale Deep Convolutional LSTM

JOURNAL ARTICLE published 1 April 2022 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (LZ20F020002,61976149) | Science and Technology Plan Project of Taizhou (1803gy08) | Outstanding Youth Project of Taizhou University (2018JQ003)

Authors: Shiqing Zhang | Xiaoming Zhao | Qi Tian

Training Socially Engaging Robots: Modeling Backchannel Behaviors with Batch Reinforcement Learning

JOURNAL ARTICLE published 1 October 2022 in IEEE Transactions on Affective Computing

Research funded by Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (217E040)

Authors: Nusrah Hussain | Engin Erzin | T. Metin Sezgin | Yucel Yemez

Singing Robots: How Embodiment Affects Emotional Responses to Non-Linguistic Utterances

JOURNAL ARTICLE published 1 April 2020 in IEEE Transactions on Affective Computing

Research funded by National Science Foundation (1446752,1527709)

Authors: Hannah Wolfe | Marko Peljhan | Yon Visell

Data-Free Prior Model for Facial Action Unit Recognition

JOURNAL ARTICLE published April 2013 in IEEE Transactions on Affective Computing

Authors: Yongqiang Li | Jixu Chen | Yongping Zhao | Qiang Ji