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To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning

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

Authors: Raphael Rissler | Mario Nadj | Maximilian X. Li | Nico Loewe | Michael T. Knierim | Alexander Maedche

Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling

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

Research funded by National Science Foundation (CNS-2016719,CAREER IIS-1453781)

Authors: Wei-Cheng Lin | Carlos Busso

Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review

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

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

Authors: Stanisław Saganowski | Bartosz Perz | Adam G. Polak | Przemysław Kazienko

BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient

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

Research funded by National Science Foundation (CNS-1427872)

Authors: Behzad Hasani | Pooran Singh Negi | Mohammad H. Mahoor

Unobtrusive Inference of Affective States in Virtual Rehabilitation from Upper Limb Motions: A Feasibility Study

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

Research funded by UbiHealth project from IRSES International Research Staff Exchange Scheme (MC-IRSES 316337) | red UbiSalud from the Mexican CONACYT (U0003-2015-1-253669) | Scholarship from the Mexican CONACYT (# 300322)

Authors: Jesus Joel Rivas | Felipe Orihuela-Espina | Lorena Palafox | Nadia Bianchi-Berthouze | Maria del Carmen Lara | Jorge Hernandez-Franco | Luis Enrique Sucar

Variational Instance-Adaptive Graph for EEG Emotion Recognition

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

Research funded by National Natural Science Foundation of China (U2003207,62076064,61921004,61902064,81971282) | Natural Science Foundation of Jiangsu Province (BK20192004B)

Authors: Tengfei Song | Suyuan Liu | Wenming Zheng | Yuan Zong | Zhen Cui | Yang Li | Xiaoyan Zhou

Affective Computing: From Laughter to IEEE

JOURNAL ARTICLE published January 2010 in IEEE Transactions on Affective Computing

Authors: Rosalind W. Picard

Affect and Engagement in Game-BasedLearning Environments

JOURNAL ARTICLE published January 2014 in IEEE Transactions on Affective Computing

Authors: Jennifer L. Sabourin | James C. Lester

Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition

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

Authors: Siddique Latif | Rajib Rana | Sara Khalifa | Raja Jurdak | Julien Epps | Bjorn W. Schuller

TSSRD: A Topic Sentiment Summarization Framework Based on Reaching Definition

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

Research funded by National Natural Science Foundation of China (61602149) | Fundamental Research Funds for the Central Universities (B210202078)

Authors: Xiaodong Li | Chenxin Zou | Pangjing Wu | Qing Li

Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction

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

Research funded by SoftBank Robotics and European (H2020 ANIMATAS (ITN 7659552))

Authors: Atef Ben-Youssef | Chloe Clavel | Slim Essid

ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data

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

Research funded by Institute for Information and communications Technology Promotion (R7124-16-0004) | National Research Foundation of Korea (NRF-2016R1A2A2A05921679)

Authors: Jun-Su Kang | Swathi Kavuri | Minho Lee

Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning

JOURNAL ARTICLE published January 2024 in IEEE Transactions on Affective Computing

Research funded by National Key Research and Development Program of China (2018AAA0103202) | National Natural Science Foundation of China (U22A2096,62036007,61976166) | Technology Innovation Leading Program of Shaanxi (2022QFY01-15) | Open Research Projects of Zhejiang Lab (2021KG0AB01) | Fundamental Research Funds for the Central Universities (QTZX23042)

Authors: Hangyu Li | Nannan Wang | Xi Yang | Xiaoyu Wang | Xinbo Gao

A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition

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

Research funded by University of Warwick (School of Engineering Scholarship)

Authors: Laura Piho | Tardi Tjahjadi

Microexpression Identification and Categorization Using a Facial Dynamics Map

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

Research funded by National Natural Science Foundation of China (61273299) | Ministry of Education of China (20120071110035) | US National Science Foundation (NSF) (1110970)

Authors: Feng Xu | Junping Zhang | James Z. Wang

A Novel Method Based on OMPGW Method for Feature Extraction in Automatic Music Mood Classification

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

Research funded by National Natural Science Foundation of China (61572060,61772060) | CERNET Innovation Project (NGII20151004,NGII20160316)

Authors: Shasha Mo | Jianwei Niu

Exploring Temporal Patterns in Classifying Frustrated and Delighted Smiles

JOURNAL ARTICLE published July 2012 in IEEE Transactions on Affective Computing

Authors: Mohammed Ehsan Hoque | Daniel J. McDuff | Rosalind W. Picard

Deep Facial Expression Recognition: A Survey

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

Research funded by National Natural Science Foundation of China (61871052,61573068)

Authors: Shan Li | Weihong Deng

CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition

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

Research funded by National Natural Science Foundation of China (61375009,61379095,31500875) | Beijing Natural Science Foundation (4152055)

Authors: Fangbing Qu | Su-Jing Wang | Wen-Jing Yan | He Li | Shuhang Wu | Xiaolan Fu

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks

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

Research funded by National Research Foundation of Korea (NRF-2017R1A4A1015559)

Authors: Hai-Duong Nguyen | Sun-Hee Kim | Guee-Sang Lee | Hyung-Jeong Yang | In-Seop Na | Soo-Hyung Kim