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ORCIDIEEE Transactions on Affective Computing, Volume 13
Volume 13, Number 1, January - March 2022
- Elisabeth André
:
Editorial: Transactions on Affective Computing - Another Year in the Shade of Covid-19. 1-2 - Thomas D. Parsons, Timothy McMahan, Ian Parberry:
Classification of Video Game Player Experience Using Consumer-Grade Electroencephalography. 3-15 - Dongrui Wu, Jian Huang:
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression. 16-27 - Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Terri Ashmeade, Yu Sun:
A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision. 28-45 - Laura Cabrera Quiros, Ekin Gedik, Hayley Hung:
Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras. 46-59 - Tinghuai Ma, Huan Rong, Yongsheng Hao, Jie Cao, Yuan Tian, Mznah Al-Rodhaan:
A Novel Sentiment Polarity Detection Framework for Chinese. 60-74 - Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. 75-95 - Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski:
Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing. 96-107 - Mohammad Tayarani, Anna Esposito, Alessandro Vinciarelli:
What an "Ehm" Leaks About You: Mapping Fillers into Personality Traits with Quantum Evolutionary Feature Selection Algorithms. 108-121 - Luojun Lin, Lingyu Liang, Lianwen Jin:
Regression Guided by Relative Ranking Using Convolutional Neural Network (R$^3$3CNN) for Facial Beauty Prediction. 122-134 - Zhanli Chen, Rashid Ansari, Diana J. Wilkie:
Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning. 135-146 - Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba:
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns. 147-158 - Wissam J. Baddar, Sangmin Lee, Yong Man Ro:
On-the-Fly Facial Expression Prediction Using LSTM Encoded Appearance-Suppressed Dynamics. 159-174 - Olga Egorow, Andreas Wendemuth:
On Emotions as Features for Speech Overlaps Classification. 175-186 - Xiao Sun, Jingyuan Li, Jianhua Tao:
Emotional Conversation Generation Orientated Syntactically Constrained Bidirectional-Asynchronous Framework. 187-198 - Kin Ming Puk, Shouyi Wang, Jay M. Rosenberger, Kellen C. Gandy, Haley Nicole Harris, Yuan Bo Peng, Anne Nordberg, Peter Lehmann, Jodi Tommerdahl, Jung-Chih Chiao:
Emotion Recognition and EEG Analysis Using ADMM-Based Sparse Group Lasso. 199-210 - Federico Parra, Stefan Scherer, Yannick Benezeth, Plamena Tsvetanova, Susana Tereno:
Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with "Small Data". 211-225 - Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim:
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. 226-237 - Jiahao Xu, Boyan Zhang, Zhiyong Wang, Yang Wang, Fang Chen, Junbin Gao, David Dagan Feng:
Affective Audio Annotation of Public Speeches with Convolutional Clustering Neural Network. 238-249 - Florian Grond, Rossio Motta-Ochoa, Natalie Miyake, Tamar Tembeck, Melissa Park, Stefanie Blain-Moraes:
Participatory Design of Affective Technology: Interfacing Biomusic and Autism. 250-261 - Jian Shen, Xiaowei Zhang, Gang Wang, Zhijie Ding, Bin Hu:
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection. 262-271 - Xi Xiong, Shaojie Qiao, Nan Han, Yuanyuan Li, Fei Xiong, Ling He:
Affective Impression: Sentiment-Awareness POI Suggestion via Embedding in Heterogeneous LBSNs. 272-284 - Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi:
All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework. 285-297 - Le Zhang, Songyou Peng, Stefan Winkler:
PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship. 298-305 - Mehmet Umut Sen, Verónica Pérez-Rosas, Berrin A. Yanikoglu, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Multimodal Deception Detection Using Real-Life Trial Data. 306-319 - Sijie Mai, Haifeng Hu, Jia Xu, Songlong Xing:
Multi-Fusion Residual Memory Network for Multimodal Human Sentiment Comprehension. 320-334 - Cigdem Turan, Karl David Neergaard, Kin-Man Lam:
Facial Expressions of Comprehension (FEC). 335-346 - Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu, Claire-Hélène Demarty, Mats Sjöberg, Markus Schedl, Guillaume Gravier:
Affect in Multimedia: Benchmarking Violent Scenes Detection. 347-366 - Fabrizio Nunnari, Alexis Héloir:
Rating Vs. Paired Comparison for the Judgment of Dominance on First Impressions. 367-378 - Tong Zhang, Xuehan Wang, Xiangmin Xu, C. L. Philip Chen:
GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition. 379-388 - Luca Romeo, Andrea Cavallo, Lucia Pepa, Nadia Bianchi-Berthouze, Massimiliano Pontil:
Multiple Instance Learning for Emotion Recognition Using Physiological Signals. 389-407 - Zhongzhe Xiao, Ying Chen, Weibei Dou, Zhi Tao, Liming Chen:
MES-P: An Emotional Tonal Speech Dataset in Mandarin with Distal and Proximal Labels. 408-425 - Meshia Cédric Oveneke, Yong Zhao, Ercheng Pei, Abel Díaz Berenguer, Dongmei Jiang, Hichem Sahli:
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions. 426-439 - Giorgos A. Giannakakis, Dimitris Grigoriadis, Katerina Giannakaki, Olympia Simantiraki, Alexandros Roniotis, Manolis Tsiknakis:
Review on Psychological Stress Detection Using Biosignals. 440-460 - Hanne Spelt, Joyce H. D. M. Westerink, Jaap Ham, Wijnand A. IJsselsteijn:
Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles. 461-472 - Anil Ramakrishna, Rahul Gupta, Shrikanth Narayanan:
Joint Multi-Dimensional Model for Global and Time-Series Annotations. 473-484 - Angelo Cafaro, Brian Ravenet, Catherine Pelachaud:
Exploiting Evolutionary Algorithms to Model Nonverbal Reactions to Conversational Interruptions in User-Agent Interactions. 485-495 - Oscar Araque, Lorenzo Gatti, Jacopo Staiano, Marco Guerini:
DepecheMood++: A Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques. 496-507 - James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth Narayanan:
Multi-Label Multi-Task Deep Learning for Behavioral Coding. 508-518 - Ziyu Li, Xia Wu, Xueyuan Xu, Hailing Wang, Zhenghao Guo, Zhichao Zhan, Li Yao:
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. 519-529 - Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard:
Automatic Recognition Methods Supporting Pain Assessment: A Survey. 530-552 - Jie Li, Zhelong Wang, Sen Qiu, Hongyu Zhao, Jiaxin Wang, Xin Shi, Long Liu, Ning Yang:
Study on Horse-Rider Interaction Based on Body Sensor Network in Competitive Equitation. 553-567
Volume 13, Number 2, April - June 2022
- Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, Zhen Cui:
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition. 568-578 - Lea Canales, Walter Daelemans, Ester Boldrini, Patricio Martínez-Barco:
EmoLabel: Semi-Automatic Methodology for Emotion Annotation of Social Media Text. 579-591 - Sergio Benini, Mattia Savardi, Katalin Bálint, András Bálint Kovács, Alberto Signoroni:
On the Influence of Shot Scale on Film Mood and Narrative Engagement in Film Viewers. 592-603 - Laura S. F. Israel, Felix D. Schönbrodt:
Emotion Prediction with Weighted Appraisal Models - Towards Validating a Psychological Theory of Affect. 604-615 - Jun-Su Kang, Swathi Kavuri, Minho Lee:
ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data. 616-627 - Takumu Okada, Shogo Okamoto, Yoji Yamada:
Affective Dynamics: Causality Modeling of Temporally Evolving Perceptual and Affective Responses. 628-639 - Tao Yang, Qing Yin, Lei Yang, Ou Wu:
Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention. 640-650 - Xu Chen, Li Niu, Ashok Veeraraghavan, Ashutosh Sabharwal:
FaceEngage: Robust Estimation of Gameplay Engagement from User-Contributed (YouTube) Videos. 651-665 - Zhaocheng Huang, Julien Epps, Dale Joachim:
Investigation of Speech Landmark Patterns for Depression Detection. 666-679 - Shiqing Zhang, Xiaoming Zhao, Qi Tian:
Spontaneous Speech Emotion Recognition Using Multiscale Deep Convolutional LSTM. 680-688 - Peng Ren, Armando Barreto, Xiaole Ma, Shengnan Liu, Min Zhang, Ying Wang, Yeyun Dong, Dezhong Yao:
Dynamics of Blink and Non-Blink Cyclicity for Affective Assessment: A Case Study for Stress Identification. 689-699 - Giovanna Varni, Maurizio Mancini, Luciano Fadiga, Antonio Camurri, Gualtiero Volpe:
The Change Matters! Measuring the Effect of Changing the Leader in Joint Music Performances. 700-712 - Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao:
Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. 713-728 - Chaochao Li, Pei Lv, Dinesh Manocha, Hua Wang, Yafei Li, Bing Zhou, Mingliang Xu:
ACSEE: Antagonistic Crowd Simulation Model With Emotional Contagion and Evolutionary Game Theory. 729-745 - Mikko Salminen, Simo Järvelä, Antti Ruonala, Ville J. Harjunen, Juho Hamari, Giulio Jacucci, Niklas Ravaja:
Evoking Physiological Synchrony and Empathy Using Social VR With Biofeedback. 746-755 - Ioannis Kansizoglou, Loukas Bampis, Antonios Gasteratos:
An Active Learning Paradigm for Online Audio-Visual Emotion Recognition. 756-768 - Yue Zhang, Felix Weninger, Björn W. Schuller, Rosalind W. Picard:
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis. 769-780 - Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian:
Recognition of Advertisement Emotions With Application to Computational Advertising. 781-792 - Giada Dirupo, Paolo Garlasco, Cyrielle Chappuis, Gil Sharvit, Corrado Corradi-Dell'Acqua:
State-Specific and Supraordinal Components of Facial Response to Pain. 793-804 - Min Wu, Wanjuan Su, Luefeng Chen, Witold Pedrycz, Kaoru Hirota:
Two-Stage Fuzzy Fusion Based-Convolution Neural Network for Dynamic Emotion Recognition. 805-817 - Longbiao Mao, Yan Yan, Jing-Hao Xue, Hanzi Wang:
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification. 818-828 - Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar:
Spectral Representation of Behaviour Primitives for Depression Analysis. 829-844 - Ambreen Nazir, Yuan Rao, Lianwei Wu, Ling Sun:
Issues and Challenges of Aspect-based Sentiment Analysis: A Comprehensive Survey. 845-863 - Md Azher Uddin, Joolekha Bibi Joolee, Young-Koo Lee:
Depression Level Prediction Using Deep Spatiotemporal Features and Multilayer Bi-LTSM. 864-870 - Shogo Okamoto, Yuki Ehara, Takumu Okada, Yoji Yamada:
Affective Dynamics: Principal Motion Analysis of Temporal Dominance of Sensations and Emotions Data. 871-880 - Shan Li, Weihong Deng:
A Deeper Look at Facial Expression Dataset Bias. 881-893 - Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. 894-911 - Minh Tran, Taylan K. Sen, Kurtis Haut, Mohammad Rafayet Ali, Ehsan Hoque:
Are You Really Looking at Me? A Feature-Extraction Framework for Estimating Interpersonal Eye Gaze From Conventional Video. 912-925 - Giulia Perugia, Marta Díaz Boladeras, Andreu Català Mallofré, Emilia I. Barakova, Matthias Rauterberg:
ENGAGE-DEM: A Model of Engagement of People With Dementia. 926-943 - Temitayo A. Olugbade, Joseph W. Newbold, Rose M. G. Johnson, Erica Volta, Paolo Alborno, Radoslaw Niewiadomski, Max Dillon, Gualtiero Volpe, Nadia Bianchi-Berthouze:
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration. 944-957 - Xiaowei Zhang, Jing Pan, Jian Shen, Zia Ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu:
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection. 958-971 - Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi:
Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition. 972-984 - Ross Harper, Joshua Southern:
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat. 985-991 - Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller:
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. 992-1004 - Elizabeth B. Varghese, Sabu M. Thampi, Stefano Berretti:
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior. 1005-1022 - Behzad Hassani, Pooran Singh Negi, Mohammad H. Mahoor:
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient. 1023-1036 - Bo Sun, Siming Cao, Dongliang Li, Jun He, Lejun Yu:
Dynamic Micro-Expression Recognition Using Knowledge Distillation. 1037-1043 - Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher:
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions. 1044-1056 - Yingruo Fan, Victor O. K. Li, Jacqueline C. K. Lam:
Facial Expression Recognition With Deeply-Supervised Attention Network. 1057-1071 - Soumia Dermouche, Catherine Pelachaud:
Leveraging the Dynamics of Non-Verbal Behaviors For Social Attitude Modeling. 1072-1085 - Sabyasachi Kamila, Mohammad Hasanuzzaman, Asif Ekbal, Pushpak Bhattacharyya:
Measuring Temporal Distance Focus From Tweets and Investigating its Association With Psycho-Demographic Attributes. 1086-1097 - Saurabh Sahu, Rahul Gupta, Carol Y. Espy-Wilson:
Modeling Feature Representations for Affective Speech Using Generative Adversarial Networks. 1098-1110 - Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma:
Unconstrained Facial Action Unit Detection via Latent Feature Domain. 1111-1126
Volume 13, Number 3, July - September 2022
- Gelareh Mohammadi, Patrik Vuilleumier:
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality. 1127-1139 - Muhammad Johan Alibasa, Rizka Widyarini Purwanto, Kalina Yacef, Nick Glozier, Rafael A. Calvo:
Doing and Feeling: Relationships Between Moods, Productivity and Task-Switching. 1140-1154 - Alexander Heimerl, Katharina Weitz, Tobias Baur, Elisabeth André:
Unraveling ML Models of Emotion With NOVA: Multi-Level Explainable AI for Non-Experts. 1155-1167 - Megha Yadav, Md. Nazmus Sakib, Ehsanul Haque Nirjhar, Kexin Feng, Amir H. Behzadan, Theodora Chaspari:
Exploring Individual Differences of Public Speaking Anxiety in Real-Life and Virtual Presentations. 1168-1182 - Jesús Joel Rivas, Maria del Carmen Lara, Luis Castrejón, Jorge Hernández-Franco, Felipe Orihuela-Espina, Lorena Palafox, Amanda C. de C. Williams, Nadia Bianchi-Berthouze, Luis Enrique Sucar:
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation. 1183-1194 - Shan Li, Weihong Deng:
Deep Facial Expression Recognition: A Survey. 1195-1215 - Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity, Becky Inkster, Donald J. Macintyre, Athanasios Tsanas:
Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being. 1216-1235 - Anton Batliner, Simone Hantke, Björn W. Schuller:
Ethics and Good Practice in Computational Paralinguistics. 1236-1253 - Estefania Argente, Elena del Val Noguera, D. Pérez-García, Vicent J. Botti:
Normative Emotional Agents: A Viewpoint Paper. 1254-1273 - Zhiwen Shao, Zhilei Liu, Jianfei Cai, Yunsheng Wu, Lizhuang Ma:
Facial Action Unit Detection Using Attention and Relation Learning. 1274-1289 - Peixiang Zhong, Di Wang, Chunyan Miao:
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks. 1290-1301 - Chiara Mazzocconi, Ye Tian, Jonathan Ginzburg:
What's Your Laughter Doing There? A Taxonomy of the Pragmatic Functions of Laughter. 1302-1321 - Md. Tauhid Bin Iqbal, Byungyong Ryu, Adín Ramírez Rivera, Farkhod Makhmudkhujaev, Oksam Chae, Sung-Ho Bae:
Facial Expression Recognition with Active Local Shape Pattern and Learned-Size Block Representations. 1322-1336 - Minghui Huang, Haoran Xie, Yanghui Rao, Yuwei Liu, Leonard K. M. Poon, Fu Lee Wang:
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis. 1337-1348 - Pablo V. A. Barros, Emilia I. Barakova, Stefan Wermter:
Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework. 1349-1365 - Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni:
Deep Temporal Analysis for Non-Acted Body Affect Recognition. 1366-1377 - Keith April Araño, Peter A. Gloor, Carlotta Orsenigo, Carlo Vercellis:
"Emotions are the Great Captains of Our Lives": Measuring Moods Through the Power of Physiological and Environmental Sensing. 1378-1389 - Muhterem Dindar, Sanna Järvelä, Sara Ahola, Xiaohua Huang, Guoying Zhao:
Leaders and Followers Identified by Emotional Mimicry During Collaborative Learning: A Facial Expression Recognition Study on Emotional Valence. 1390-1400 - Yaochen Zhu, Zhenzhong Chen, Feng Wu:
Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. 1401-1415 - Hanseul Jun, Mark Roman Miller, Fernanda Herrera, Byron Reeves, Jeremy N. Bailenson:
Stimulus Sampling With 360-Videos: Examining Head Movements, Arousal, Presence, Simulator Sickness, and Preference on a Large Sample of Participants and Videos. 1416-1425 - Songlong Xing, Sijie Mai, Haifeng Hu:
Adapted Dynamic Memory Network for Emotion Recognition in Conversation. 1426-1439 - Nadine Braun, Martijn Goudbeek, Emiel Krahmer:
Affective Words and the Company They Keep: Studying the Accuracy of Affective Word Lists in Determining Sentence and Word Valence in a Domain-Specific Corpus. 1440-1451 - Qiaoping Hu, Chuanneng Mei, Fei Jiang, Ruimin Shen, Yitian Zhang, Ce Wang, Junpeng Zhang:
RFAU: A Database for Facial Action Unit Analysis in Real Classrooms. 1452-1465 - Shanmin Wang, Hui Shuai, Qingshan Liu:
Phase Space Reconstruction Driven Spatio-Temporal Feature Learning for Dynamic Facial Expression Recognition. 1466-1476 - Marc Teyssier, Gilles Bailly, Catherine Pelachaud, Eric Lecolinet:
Conveying Emotions Through Device-Initiated Touch. 1477-1488 - Hailing Wang, Xia Wu, Li Yao:
Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition. 1489-1500 - Rizwan Sadiq, Engin Erzin:
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis. 1501-1513