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CFEW: A Large-Scale Database for Understanding Child Facial Expression in Real World

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Chuangao Tang | Sunan Li | Wenming Zheng | Yuan Zong | Su Zhang | Cheng Lu | Yan Zhao

The Cost of Dichotomizing Continuous Labels for Binary Classification Problems: Deriving a Bayesian-Optimal Classifier

JOURNAL ARTICLE published 1 January 2017 in IEEE Transactions on Affective Computing

Research funded by National Science Foundation (NSF) (IIS-1217104,IIS-1329659) | NSF (IIS-1453781)

Authors: Soroosh Mariooryad | Carlos Busso

Modelling Stochastic Context of Audio-Visual Expressive Behaviour With Affective Processes

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

Research funded by Engineering and Physical Sciences Research Council (2159382)

Authors: Mani Kumar Tellamekala | Timo Giesbrecht | Michel Valstar

Bio-Inspired Deep Attribute Learning Towards Facial Aesthetic Prediction

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

Research funded by National Key Research and Development Program of China (2017YFC011300,2016YFB1001503) | Nature Science Foundation of China (U1705262,61772443,61572410,61822701,61472370,61672469) | Post Doctoral Innovative Talent Support Program (BX201600094) | China Post-Doctoral Science Foundation (2017M612134) | Scientific Research Project of National Language Committee of China (YB135-49) | Nature Science Foundation of Fujian Province, China (2017J01125) | State Key Laboratory of virtual reality technology and systems (BUAA-VR-16KF-07)

Authors: Mingliang Xu | Fuhai Chen | Lu Li | Chen Shen | Pei Lv | Bing Zhou | Rongrong Ji

Disagreement Matters: Exploring Internal Diversification for Redundant Attention in Generic Facial Action Analysis

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Xiaotian Li | Zheng Zhang | Xiang Zhang | Taoyue Wang | Zhihua Li | Huiyuan Yang | Umur Ciftci | Qiang Ji | Jeffrey Cohn | Lijun Yin

I Can Already Guess Your Answer: Predicting Respondent Reactions during Dyadic Negotiation

JOURNAL ARTICLE published 1 April 2015 in IEEE Transactions on Affective Computing

Research funded by National Science Foundation (IIS-1118018)

Authors: Sunghyun Park | Stefan Scherer | Jonathan Gratch | Peter J. Carnevale | Louis-Philippe Morency

Unsupervised Cross-View Facial Expression Image Generation and Recognition

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

Research funded by National Key Research and Development Program of China (2018YFB1305200) | National Natural Science Foundation of China (61471206,61921004,61871445) | Natural Science Foundation of Jiangsu province (BK20180088) | Scientific Research Foundation of Nanjing University of Posts and Telecommunications (NY219071)

Authors: Ning Sun | Qingyi Lu | Wenming Zheng | Jixin Liu | Guang Han

AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Yongling Xu | Yang Du | Ling Li | Honghao Lai | Jing Zou | Tianying Zhou | Lushan Xiao | Li Liu | Pengcheng Ma

What Lies Beneath—A Survey of Affective Theory Use in Computational Models of Emotion

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

Authors: Geneva M. Smith | Jacques Carette

A Novel Classification Strategy to Distinguish Five Levels of Pain Using the EEG Signal Features

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

Authors: T. Nezam | R. Boostani | V. Abootalebi | K. Rastegar

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition

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

Authors: Guangyi Zhang | Vandad Davoodnia | Ali Etemad

A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision

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

Authors: Ghada Zamzmi | Chih-Yun Pai | Dmitry Goldgof | Rangachar Kasturi | Terri Ashmeade | Yu Sun

Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis

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

Research funded by National Natural Science Foundation of China (62076133,62006117) | Natural Science Foundation of Jiangsu Province (BK20200463) | Distinguished Young Scholars (BK20200018)

Authors: Jianfei Yu | Kai Chen | Rui Xia

Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation

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

Research funded by Fusing Semantic and Audio Technologies for Intelligent Music Production and Consumption (EP/L019981/1)

Authors: Pasi Saari | Gyorgy Fazekas | Tuomas Eerola | Mathieu Barthet | Olivier Lartillot | Mark Sandler

Using Temporal Features of Observers’ Physiological Measures to Distinguish Between Genuine and Fake Smiles

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

Authors: Md Zakir Hossain | Tom Gedeon | Ramesh Sankaranarayana

Multimodal Emotion-Cause Pair Extraction in Conversations

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

Research funded by National Natural Science Foundation of China (62076133,62006117) | Natural Science Foundation of Jiangsu Province for Young Scholars (BK20200463) | Distinguished Young Scholars (BK20200018)

Authors: Fanfan Wang | Zixiang Ding | Rui Xia | Zhaoyu Li | Jianfei Yu

The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games

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

Research funded by H2020 Leadership in Enabling and Industrial Technologies (951911) | H2020 Spreading Excellence and Widening Participation (101003397)

Authors: Konstantinos Makantasis | Antonios Liapis | Georgios N. Yannakakis

The Role of Preprocessing for Word Representation Learning in Affective Tasks

JOURNAL ARTICLE published January 2024 in IEEE Transactions on Affective Computing

Authors: Nastaran Babanejad | Heidar Davoudi | Ameeta Agrawal | Aijun An | Manos Papagelis

Transfer Linear Subspace Learning for Cross-Corpus Speech Emotion Recognition

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

Research funded by Natural Science Foundation of Shandong Province (ZR2014FQ016) | National Natural Science Foundation of China (61572419,61602399) | Fundamental Research Funds for the Southeast University (CDLS-2017-02)

Authors: Peng Song

ISLA: Temporal Segmentation and Labeling for Audio-Visual Emotion Recognition

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

Research funded by IBM (4915012629)

Authors: Yelin Kim | Emily Mower Provost