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Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation

JOURNAL ARTICLE published 1 October 2016 in IEEE Transactions on Affective Computing

Research funded by Hong Kong Research Grants Council (5235/11E,5222/13E)

Authors: Michael Xuelin Huang | Grace Ngai | Kien A. Hua | Stephen C.F. Chan | Hong Va Leong

Spatio-Temporal Encoder-Decoder Fully Convolutional Network for Video-Based Dimensional Emotion Recognition

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

Research funded by National Natural Science Foundation of China (61673033,61806016,61421003)

Authors: Zhengyin Du | Suowei Wu | Di Huang | Weixin Li | Yunhong Wang

PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Rushuang Zhou | Zhiguo Zhang | Hong Fu | Li Zhang | Linling Li | Gan Huang | Fali Li | Xin Yang | Yining Dong | Yuan-Ting Zhang | Zhen Liang

MIA-Net: Multi-Modal Interactive Attention Network for Multi-Modal Affective Analysis

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

Research funded by National Key Research and Development Program of China (2019YFA0706200) | National Natural Science Foundation of China (62222603,62076102,92267203) | Guangdong Natural Science Funds for Distinguished Young Scholar (2020B1515020041) | Program for Guangdong Introducing Innovative and Entrepreneurial Teams (2019ZT08X214)

Authors: Shuzhen Li | Tong Zhang | Bianna Chen | C. L. Philip Chen

Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher

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

Research funded by National Natural Science Foundation of China (61871052)

Authors: Jing Jiang | Weihong Deng

Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate

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

Research funded by National Science Foundation (#1551594,#2019805,#1822768) | Spencer Small Research (#201800131)

Authors: Anand Ramakrishnan | Brian Zylich | Erin Ottmar | Jennifer LoCasale-Crouch | Jacob Whitehill

Improving Humanness of Virtual Agents and Users’ Cooperation Through Emotions

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

Authors: Moojan Ghafurian | Neil Budnarain | Jesse Hoey

HED: A Computational Model of Affective Adaptation and Emotion Dynamics

JOURNAL ARTICLE published April 2013 in IEEE Transactions on Affective Computing

Authors: John E. Steephen

Individual and Joint Body Movement Assessed by Wearable Sensing as a Predictor of Attraction in Speed Dates

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

Research funded by Netherlands Organization for Scientific Research (639.022.606)

Authors: Jose Vargas-Quiros | Öykü Kapcak | Hayley Hung | Laura Cabrera-Quiros

Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles

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

Research funded by European Union (667364)

Authors: Hanne A. A. Spelt | Joyce H. D. M. Westerink | Jaap Ham | Wijnand A. IJsselsteijn

Designing a Mood-Mediated Multi-level Reasoner

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Samuel Gomes | José Bernardo Rocha | João Dias | Carlos Martinho

Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Mingyu Wan | Yin Zhong | Xuefeng Gao | Sophia Yat Mei Lee | Chu-Ren Huang

Teaching Reverse Appraisal to Improve Negotiation Skills

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Motoaki Sato | Kazunori Terada | Jonathan Gratch

Multi-Aspect Rating Inference with Aspect-Based Segmentation

JOURNAL ARTICLE published 2012 in IEEE Transactions on Affective Computing

Authors: Jingbo Zhu | Chunliang Zhang | Matthew Y. Ma

Fully automated recognition of spontaneous facial expressions in videos using random forest classifiers

JOURNAL ARTICLE published 1 April 2014 in IEEE Transactions on Affective Computing

Authors: Mostafa K. Abd El Meguid | Martin D. Levine

Virtual Character Facial Expressions Influence Human Brain and Facial EMG Activity in a Decision-Making Game

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

Research funded by Academy of Finland (268999)

Authors: Niklas Ravaja | Gary Bente | Jari Katsyri | Mikko Salminen | Tapio Takala

A Methodology for the Automatic Extraction and Generation of Non-Verbal Signals Sequences Conveying Interpersonal Attitudes

JOURNAL ARTICLE published 1 October 2019 in IEEE Transactions on Affective Computing

Research funded by European Community Seventh Framework Program (FP7/2007-2013,288578 (TARDIS))

Authors: Mathieu Chollet | Magalie Ochs | Catherine Pelachaud

Analyzing Group-Level Emotion with Global Alignment Kernel based Approach

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

Research funded by National Natural Science Foundation of China (62076122) | Jiangsu Specially-Appointed Professor Program (3051107219003) | Talent Startup project of NJIT (YKJ201982) | Natural Science Foundation of Jiangsu Higher Education Institutions of China (17KJB520010) | Tekes Fidipro program (849/31/2015) | Business Finland (3116/31/2017)

Authors: Xiaohua Huang | Abhinav Dhall | Roland Goecke | Matti Pietikainen | Guoying Zhao

Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with “Small Data”

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

Authors: Federico Parra | Stefan Scherer | Yannick Benezeth | Plamena Tsvetanova | Susana Tereno

Reading Personality Preferences From Motion Patterns in Computer Mouse Operations

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

Research funded by National Key R&D Program of China (2018AAA0101501) | National Natural Science Foundation of China (61772415)

Authors: Yinghui Zhao | Danmin Miao | Zhongmin Cai