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IEEE Transactions on Affective Computing, Volume 12
Volume 12, Number 1, January - March 2021
- Elisabeth André
:
Editorial: Transactions on Affective Computing - Affective Computing in the Times of Pandemics. 1 - Codruta Gîrlea
, Roxana Girju
:
Decoding the Perception of Sincerity in Dialogues. 2-15 - Georgios N. Yannakakis
, Roddy Cowie
, Carlos Busso
:
The Ordinal Nature of Emotions: An Emerging Approach. 16-35 - Michal Muszynski
, Leimin Tian
, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas
, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
:
Recognizing Induced Emotions of Movie Audiences from Multimodal Information. 36-52 - Daniel McDuff
, Stephanie Glass:
Faded Smiles? A Largescale Observational Study of Smiling from Adolescence to Old Age. 53-65 - Carlos Lara-Alvarez
, Hugo A. Mitre-Hernández
, Juan J. Flores
, Humberto Pérez Espinosa:
Induction of Emotional States in Educational Video Games Through a Fuzzy Control System. 66-77 - Eva Zangerle
, Chih-Ming Chen, Ming-Feng Tsai
, Yi-Hsuan Yang:
Leveraging Affective Hashtags for Ranking Music Recommendations. 78-91 - Yue Ding
, Xin Hu
, Zhenyi Xia, Yong-Jin Liu
, Dan Zhang
:
Inter-Brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging During Video Watching. 92-102 - Carlos M. Fernandes
, Daria Migotina
, Agostinho C. Rosa
:
Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification. 103-112 - Laura Cabrera Quiros
, Andrew M. Demetriou
, Ekin Gedik
, Leander van der Meij
, Hayley Hung
:
The MatchNMingle Dataset: A Novel Multi-Sensor Resource for the Analysis of Social Interactions and Group Dynamics In-the-Wild During Free-Standing Conversations and Speed Dates. 113-130 - Tahereh Nezam
, Reza Boostani
, Vahid Abootalebi
, Karim Rastegar:
A Novel Classification Strategy to Distinguish Five Levels of Pain Using the EEG Signal Features. 131-140 - Avinash Parnandi
, Ricardo Gutierrez-Osuna
:
Partial Reinforcement in Game Biofeedback for Relaxation Training. 141-153 - Eanes Torres Pereira
, Herman Martins Gomes
, Luciana Ribeiro Veloso
, Moisés Roberto A. Mota
:
Empirical Evidence Relating EEG Signal Duration to Emotion Classification Performance. 154-164 - Lu Zhang
, Hayley Hung
:
On Social Involvement in Mingling Scenarios: Detecting Associates of F-Formations in Still Images. 165-176 - Anderson R. Avila
, Zahid Akhtar
, João Felipe Santos
, Douglas D. O'Shaughnessy
, Tiago H. Falk
:
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. 177-188 - Ben Meuleman
, David Rudrauf
:
Induction and Profiling of Strong Multi-Componential Emotions in Virtual Reality. 189-202 - Charalampos Saitis
, Kyriaki Kalimeri
:
Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals. 203-214 - Jordan Hashemi
, Geraldine Dawson
, Kimberly L. H. Carpenter
, Kathleen Campbell
, Qiang Qiu
, Steven Espinosa, Samuel Marsan, Jeffrey P. Baker, Helen Link Egger, Guillermo Sapiro
:
Computer Vision Analysis for Quantification of Autism Risk Behaviors. 215-226 - Mingliang Xu
, Fuhai Chen
, Lu Li, Chen Shen, Pei Lv, Bing Zhou
, Rongrong Ji
:
Bio-Inspired Deep Attribute Learning Towards Facial Aesthetic Prediction. 227-238 - Le Yang
, Dongmei Jiang
, Hichem Sahli
:
Integrating Deep and Shallow Models for Multi-Modal Depression Analysis - Hybrid Architectures. 239-253 - Yong-Jin Liu
, Bing-Jun Li, Yu-Kun Lai
:
Sparse MDMO: Learning a Discriminative Feature for Micro-Expression Recognition. 254-261 - Mohamad Al Jazaery
, Guodong Guo
:
Video-Based Depression Level Analysis by Encoding Deep Spatiotemporal Features. 262-268 - Ekin Gedik
, Laura Cabrera Quiros
, Claudio Martella, Gwenn Englebienne, Hayley Hung
:
Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing. 269-276
Volume 12, Number 2, April - June 2021
- Celso de Melo, Dean Petters, Joel Parthemore, David C. Moffatt, Christian Becker-Asano
:
Introduction to the Special Issue On Computational Modelling of Emotion. 277-278 - Klaus R. Scherer
:
Towards a Prediction and Data Driven Computational Process Model of Emotion. 279-292 - Ruth Aylett
, Christopher Ritter, Mei Yii Lim, Frank Broz
, Peter E. McKenna
, Ingo Keller
, Gnanathusharan Rajendran
:
An Architecture for Emotional Facial Expressions as Social Signals. 293-305 - Desmond C. Ong
, Harold Soh, Jamil Zaki, Noah D. Goodman:
Applying Probabilistic Programming to Affective Computing. 306-317 - Christopher L. Dancy
:
A Hybrid Cognitive Architecture with Primal Affect and Physiology. 318-328 - Amir J. Moye
, Marieke K. van Vugt
:
A Computational Model of Focused Attention Meditation and Its Transfer to a Sustained Attention Task. 329-339 - Lola Cañamero
:
Embodied Robot Models for Interdisciplinary Emotion Research. 340-351 - Joost Broekens
, Mohamed Chetouani
:
Towards Transparent Robot Learning Through TDRL-Based Emotional Expressions. 352-362 - Dawood Al Chanti
, Alice Caplier:
Deep Learning for Spatio-Temporal Modeling of Dynamic Spontaneous Emotions. 363-376 - Kaustubh Kulkarni, Ciprian Adrian Corneanu, Ikechukwu Ofodile, Sergio Escalera
, Xavier Baró
, Sylwia Julia Hyniewska, Jüri Allik, Gholamreza Anbarjafari
:
Automatic Recognition of Facial Displays of Unfelt Emotions. 377-390 - Pablo Arnau-González
, Miguel Arevalillo-Herráez
, Stamos Katsigiannis
, Naeem Ramzan
:
On the Influence of Affect in EEG-Based Subject Identification. 391-401 - Srinivas Parthasarathy, Carlos Busso
:
Predicting Emotionally Salient Regions Using Qualitative Agreement of Deep Neural Network Regressors. 402-416 - Alberto Greco
, Gaetano Valenza
, Enzo Pasquale Scilingo
:
Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect. 417-428 - Shogo Okamoto
, Haruyo Kojima, Atsushi Yamagishi, Kyoichi Kato, Atsuko Tamada:
Layered-Modeling of Affective and Sensory Experiences using Structural Equation Modeling: Touch Experiences of Plastic Surfaces as an Example. 429-438 - Ting Dang
, Vidhyasaharan Sethu
, Eliathamby Ambikairajah
:
Compensation Techniques for Speaker Variability in Continuous Emotion Prediction. 439-452 - Ioannis T. Pavlidis
, Ashik Khatri, Pradeep Buddharaju, Michael Manser, Robert Wunderlich, Ergun Akleman
, Panagiotis Tsiamyrtzis
:
Biofeedback Arrests Sympathetic and Behavioral Effects in Distracted Driving. 453-465 - Valerio Basile
, Nicole Novielli
, Danilo Croce, Francesco Barbieri, Malvina Nissim
, Viviana Patti:
Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. 466-478 - Juan Abdon Miranda Correa
, Mojtaba Khomami Abadi, Nicu Sebe
, Ioannis Patras
:
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups. 479-493 - Yang Li
, Wenming Zheng
, Yuan Zong
, Zhen Cui
, Tong Zhang
, Xiaoyan Zhou:
A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition. 494-504 - Fatemeh Noroozi
, Ciprian Adrian Corneanu, Dorota Kaminska
, Tomasz Sapinski, Sergio Escalera
, Gholamreza Anbarjafari
:
Survey on Emotional Body Gesture Recognition. 505-523 - Philipp V. Rouast
, Marc T. P. Adam
, Raymond Chiong
:
Deep Learning for Human Affect Recognition: Insights and New Developments. 524-543 - Ming Li
, Hao Xu
, Xingchang Huang, Zhanmei Song, Xiaolin Liu, Xin Li
:
Facial Expression Recognition with Identity and Emotion Joint Learning. 544-550
Volume 12, Number 3, July - September 2021
- Pablo V. A. Barros
, Stefan Wermter, Ognjen Rudovic, Hatice Gunes:
Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data. 551-552 - Jing Han
, Zixing Zhang
, Zhao Ren
, Björn W. Schuller
:
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. 553-564 - Zhengyin Du
, Suowei Wu, Di Huang
, Weixin Li
, Yunhong Wang
:
Spatio-Temporal Encoder-Decoder Fully Convolutional Network for Video-Based Dimensional Emotion Recognition. 565-578 - Desmond C. Ong
, Zhengxuan Wu, Zhi-Xuan Tan
, Marianne Reddan
, Isabella Kahhale
, Alison Mattek, Jamil Zaki:
Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset. 579-594 - Dimitrios Kollias
, Stefanos Zafeiriou
:
Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset. 595-606 - Ricardo Darío Pérez Principi, Cristina Palmero
, Júlio C. S. Jacques Júnior
, Sergio Escalera
:
On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals. 607-621 - Siyuan Chen
, Julien Epps
:
Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. 622-635 - Daniel McDuff
, Eunice Jun, Kael Rowan, Mary Czerwinski:
Longitudinal Observational Evidence of the Impact of Emotion Regulation Strategies on Affective Expression. 636-647 - Derek P. Spangler
, Sazedul Alam
, Saad Rahman, Joshua Crone
, Ryan Robucci, Nilanjan Banerjee, Scott E. Kerick, Justin R. Brooks
:
Multilevel Longitudinal Analysis of Shooting Performance as a Function of Stress and Cardiovascular Responses. 648-665 - Isabelle Dufour
, George Tzanetakis
:
Using Circular Models to Improve Music Emotion Recognition. 666-681 - Duc Anh Phan
, Yuji Matsumoto
, Hiroyuki Shindo:
Autoencoder for Semisupervised Multiple Emotion Detection of Conversation Transcripts. 682-691 - Luca Puviani
, Sidita Rama, Giorgio Matteo Vitetta
:
A Mathematical Description of Emotional Processes and Its Potential Applications to Affective Computing. 692-706 - Ramprakash Srinivasan
, Aleix M. Martínez
:
Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. 707-721 - Matthieu Bovery
, Geraldine Dawson
, Jordan Hashemi
, Guillermo Sapiro
:
A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder. 722-731 - Weihao Zheng
, Tehila Eilam-Stock, Tingting Wu
, Alfredo Spagna, Chao Chen
, Bin Hu
, Jin Fan:
Multi-Feature Based Network Revealing the Structural Abnormalities in Autism Spectrum Disorder. 732-742 - 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 André
, Heiko Neumann, Friedhelm Schwenker
:
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. 743-760 - Min Yang
, Wenpeng Yin
, Qiang Qu
, Wenting Tu, Ying Shen
, Xiaojun Chen
:
Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification. 761-775 - Atef Ben Youssef
, Chloé Clavel
, Slim Essid:
Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction. 776-787 - Hedieh Ranjbartabar
, Deborah Richards
, Ayse Aysin Bilgin
, Cat Kutay
:
First Impressions Count! The Role of the Human's Emotional State on Rapport Established with an Empathic versus Neutral Virtual Therapist. 788-800 - Beatriz García-Martínez
, Arturo Martínez-Rodrigo
, Raúl Alcaraz
, Antonio Fernández-Caballero
:
A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition. 801-820
Volume 12, Number 4, October - December 2021
- Shangfei Wang
, Guozhu Peng
, Zhuangqiang Zheng
, Zhiwei Xu
:
Capturing Emotion Distribution for Multimedia Emotion Tagging. 821-831 - Haiyun Huang, Qiuyou Xie, Jiahui Pan
, Yanbin He, Zhenfu Wen, Ronghao Yu, Yuanqing Li
:
An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness. 832-842 - Seong-Eun Moon
, Jun-Hyuk Kim, Sun-Wook Kim, Jong-Seok Lee
:
Prediction of Car Design Perception Using EEG and Gaze Patterns. 843-856 - Jainendra Shukla
, Miguel Barreda-Ángeles
, Joan Oliver
, Gora Chand Nandi, Domenec Puig:
Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity. 857-869 - Reza Lotfian, Carlos Busso
:
Over-Sampling Emotional Speech Data Based on Subjective Evaluations Provided by Multiple Individuals. 870-882 - Renan Vinicius Aranha
, Cléber Gimenez Corrêa
, Fátima L. S. Nunes
:
Adapting Software with Affective Computing: A Systematic Review. 883-899 - Yunfei Long
, Rong Xiang
, Qin Lu
, Chu-Ren Huang
, Minglei Li
:
Improving Attention Model Based on Cognition Grounded Data for Sentiment Analysis. 900-912 - Surjya Ghosh
, Niloy Ganguly, Bivas Mitra, Pradipta De
:
Designing an Experience Sampling Method for Smartphone Based Emotion Detection. 913-927 - Sarah Ribet
, Hazem Wannous
, Jean-Philippe Vandeborre
:
Survey on Style in 3D Human Body Motion: Taxonomy, Data, Recognition and Its Applications. 928-948 - Mina Bishay
, Petar Palasek, Stefan Priebe
, Ioannis Patras
:
SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis. 949-961 - Julia Sidorova
, Simon Karlsson, Oliver Rosander, Marcelo L. Berthier, Ignacio Moreno-Torres:
Towards Disorder-Independent Automatic Assessment of Emotional Competence in Neurological Patients with a Classical Emotion Recognition System: Application in Foreign Accent Syndrome. 962-973 - Nigel Bosch
, Sidney K. D'Mello
:
Automatic Detection of Mind Wandering from Video in the Lab and in the Classroom. 974-988 - Qian-Bei Hong, Chung-Hsien Wu
, Ming-Hsiang Su
, Chia-Cheng Chang:
Exploring Macroscopic and Microscopic Fluctuations of Elicited Facial Expressions for Mood Disorder Classification. 989-1001 - Shangfei Wang
, Can Wang
, Tanfang Chen
, Yaxin Wang, Yangyang Shu
, Qiang Ji
:
Video Affective Content Analysis by Exploring Domain Knowledge. 1002-1017 - Shangfei Wang
, Bowen Pan
, Shan Wu, Qiang Ji
:
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data. 1018-1030 - Najmeh Sadoughi, Carlos Busso
:
Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks. 1031-1044 - Stefano Piana
, Chiara Malagoli
, Maria Carmen Usai
, Antonio Camurri
:
Effects of Computerized Emotional Training on Children with High Functioning Autism. 1045-1054 - John Gideon
, Melvin G. McInnis
, Emily Mower Provost
:
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). 1055-1068 - Soheil Khorram
, Melvin G. McInnis
, Emily Mower Provost
:
Jointly Aligning and Predicting Continuous Emotion Annotations. 1069-1083 - Cigdem Beyan
, Andrea Zunino
, Muhammad Shahid
, Vittorio Murino
:
Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images. 1084-1099
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