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ORCIDIEEE Transactions on Affective Computing, Volume 14
Volume 14, Number 1, January - March 2023
- Elisabeth André
:
Editorial Transactions on Affective Computing-News on the Journal. 1-2 - Shahin Amiriparian, Björn W. Schuller, Nabiha Asghar, Heiga Zen, Felix Burkhardt:
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion. 3-5 - Caluã de Lacerda Pataca, Paula Dornhofer Paro Costa:
Hidden Bawls, Whispers, and Yelps: Can Text Convey the Sound of Speech, Beyond Words? 6-16 - Jiaxiong Hu, Yun Huang, Xiaozhu Hu, Yingqing Xu:
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses. 17-30 - Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li:
Emotion Intensity and its Control for Emotional Voice Conversion. 31-48 - Jiawen Deng, Fuji Ren:
A Survey of Textual Emotion Recognition and Its Challenges. 49-67 - Renato Panda, Ricardo Malheiro, Rui Pedro Paiva:
Audio Features for Music Emotion Recognition: A Survey. 68-88 - Emmeke Veltmeijer, Charlotte Gerritsen, Koen V. Hindriks:
Automatic Emotion Recognition for Groups: A Review. 89-107 - Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. 108-132 - Sharifa Alghowinem, Tom Gedeon, Roland Goecke, Jeffrey F. Cohn, Gordon Parker:
Interpretation of Depression Detection Models via Feature Selection Methods. 133-152 - Annika Marie Schoene, Alexander P. Turner, Geeth de Mel, Nina Dethlefs:
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes. 153-164 - Yaqi Liu, Xiao-Yuan Wang:
The Analysis of Driver's Behavioral Tendency Under Different Emotional States Based on a Bayesian Network. 165-177 - Siyang Song, Shashank Jaiswal, Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Linlin Shen, Michel F. Valstar:
Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition. 178-195 - Xing Zhang, Jingyun Xu, Yi Cai, Xingwei Tan, Changxi Zhu:
Detecting Dependency-Related Sentiment Features for Aspect-Level Sentiment Classification. 196-210 - Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez:
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression. 211-222 - Mohammad Rafayet Ali, Taylan K. Sen, Benjamin Kane, Shagun Bose, Thomas M. Carroll, Ronald M. Epstein, Lenhart K. Schubert, Ehsan Hoque:
Novel Computational Linguistic Measures, Dialogue System and the Development of SOPHIE: Standardized Online Patient for Healthcare Interaction Education. 223-235 - Niloufar AbaeiKoupaei, Hussein Al Osman:
A Multi-Modal Stacked Ensemble Model for Bipolar Disorder Classification. 236-244 - Jingjie Yan, Guanming Lu, Xiaonan Li, Wenming Zheng, Chengwei Huang, Zhen Cui, Yuan Zong, Mengying Chen, Qiang Hao, Yi Liu, Jindu Zhu, Haibo Li:
FENP: A Database of Neonatal Facial Expression for Pain Analysis. 245-254 - Johan F. Hoorn, Thomas Baier, Jeroen van Maanen, Jeroen Wester:
Silicon Coppélia and the Formalization of the Affective Process. 255-278 - Bin Liang, Rongdi Yin, Jiachen Du, Lin Gui, Yulan He, Min Yang, Ruifeng Xu:
Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis. 279-293 - Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian:
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection. 294-307 - Shaojing Fan, Zhiqi Shen, Bryan L. Koenig, Tian-Tsong Ng, Mohan S. Kankanhalli:
When and Why Static Images Are More Effective Than Videos. 308-320 - Jiawei Yang, Gulraiz Iqbal Choudhary, Susanto Rahardja, Pasi Fränti:
Classification of Interbeat Interval Time-Series Using Attention Entropy. 321-330 - Imtiaj Ahmed, Ville J. Harjunen, Giulio Jacucci, Niklas Ravaja, Tuukka Ruotsalo, Michiel M. A. Spapé:
Touching Virtual Humans: Haptic Responses Reveal the Emotional Impact of Affective Agents. 331-342 - Tengfei Song, Suyuan Liu, Wenming Zheng, Yuan Zong, Zhen Cui, Yang Li, Xiaoyan Zhou:
Variational Instance-Adaptive Graph for EEG Emotion Recognition. 343-356 - Zhiwei Xu, Shangfei Wang:
Emotional Attention Detection and Correlation Exploration for Image Emotion Distribution Learning. 357-369 - Guozhen Zhao, Yulin Zhang, Guanhua Zhang, Dan Zhang, Yong-Jin Liu:
Multi-Target Positive Emotion Recognition From EEG Signals. 370-381 - Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen:
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. 382-393 - Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán:
EEG-Based Online Regulation of Difficulty in Simulated Flying. 394-405 - Abhinav Shukla, Stavros Petridis, Maja Pantic:
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? 406-420 - Xueyuan Xu, Tianyuan Jia, Qing Li, Fulin Wei, Long Ye, Xia Wu:
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition. 421-435 - Ioanna Ntinou, Enrique Sánchez-Lozano, Adrian Bulat, Michel F. Valstar, Georgios Tzimiropoulos:
A Transfer Learning Approach to Heatmap Regression for Action Unit Intensity Estimation. 436-450 - Yingjian Li, Guangming Lu, Jinxing Li, Zheng Zhang, David Zhang:
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms. 451-462 - Raphael Rissler, Mario Nadj, Maximilian Xiling Li, Nico Loewe, Michael T. Knierim, Alexander Maedche:
To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning. 463-474 - Jiawen Deng, Fuji Ren:
Multi-Label Emotion Detection via Emotion-Specified Feature Extraction and Emotion Correlation Learning. 475-486 - Sayaka Ogawa, Koichi Fujiwara, Manabu Kano:
Auditory Feedback of False Heart Rate for Video Game Experience Improvement. 487-497 - Shogo Okamoto, Kohta Wakamatsu, Shigeki Nakauchi, Jinhwan Kwon, Maki Sakamoto:
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli. 498-508 - Xuetao Tian, Liping Jing, Fang Luo, Sheng Zhang:
Shyness Trait Recognition for Schoolchildren via Multi-View Features of Online Writing. 509-522 - Xin Kang, Xuefeng Shi, Yunong Wu, Fuji Ren:
Active Learning With Complementary Sampling for Instructing Class-Biased Multi-Label Text Emotion Classification. 523-536 - Guanhua Zhang, Minjing Yu, Yong-Jin Liu, Guozhen Zhao, Dan Zhang, Wenming Zheng:
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals. 537-548 - Ardhendu Behera, Zachary Wharton, Yonghuai Liu, Morteza Ghahremani, Swagat Kumar, Nik Bessis:
Regional Attention Network (RAN) for Head Pose and Fine-Grained Gesture Recognition. 549-562 - Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah:
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. 563-577 - Wheidima Carneiro de Melo, Eric Granger, Miguel Bordallo López:
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection. 578-590 - Guanglong Du, Wenpei Zhou, Chunquan Li, Di Li, Peter X. Liu:
An Emotion Recognition Method for Game Evaluation Based on Electroencephalogram. 591-602 - Ningyun Li, Huijun Zhang, Ling Feng:
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction. 603-621 - Rita Meziati Sabour, Yannick Benezeth, Pierre De Oliveira, Julien Chappé, Fan Yang:
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress. 622-636 - Michiel M. A. Spapé, Keith M. Davis, Lauri Kangassalo, Niklas Ravaja, Zania Sovijärvi-Spapé, Tuukka Ruotsalo:
Brain-Computer Interface for Generating Personally Attractive Images. 637-649 - Weixin Li, Xuan Dong, Yunhong Wang:
Human Emotion Recognition With Relational Region-Level Analysis. 650-663 - Anand Ramakrishnan, Brian Zylich, Erin Ottmar, Jennifer LoCasale-Crouch, Jacob Whitehill:
Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate. 664-679 - Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis:
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games. 680-693 - Jianxiu Li, Yanrong Hao, Wei Zhang, Xiaowei Li, Bin Hu:
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders. 694-705 - Cemre Candemir, Ali Saffet Gonul, M. Alper Selver:
Automatic Detection of Emotional Changes Induced by Social Support Loss Using fMRI. 706-717 - Ning Sun, Qingyi Lu, Wenming Zheng, Jixin Liu, Guang Han:
Unsupervised Cross-View Facial Expression Image Generation and Recognition. 718-731 - Xi Laura Cang, Ali Israr, Karon E. MacLean:
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History. 732-746 - Wenbo Li, Yaodong Cui, Yintao Ma, Xingxin Chen, Guofa Li, Guanzhong Zeng, Gang Guo, Dongpu Cao:
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios. 747-760 - Joaquín Taverner, Emilio Vivancos, Vicent J. Botti:
A Multidimensional Culturally Adapted Representation of Emotions for Affective Computational Simulation and Recognition. 761-772 - Dennis Rodrigo Da Cunha Silva, Zelun Wang, Ricardo Gutierrez-Osuna:
Towards Participant-Independent Stress Detection Using Instrumented Peripherals. 773-787 - Alberto Greco, Gaetano Valenza, Jesús Lázaro, Jorge Mario Garzón Rey, Jordi Aguiló, Concepción de la Cámara, Raquel Bailón, Enzo Pasquale Scilingo:
Acute Stress State Classification Based on Electrodermal Activity Modeling. 788-799 - Weicong Chen, Dong Zhang, Ming Li, Dah-Jye Lee:
STCAM: Spatial-Temporal and Channel Attention Module for Dynamic Facial Expression Recognition. 800-810 - Jingting Li, Catherine Soladié, Renaud Séguier:
Local Temporal Pattern and Data Augmentation for Spotting Micro-Expressions. 811-822 - Zana Buçinca, Yücel Yemez, Engin Erzin, Tevfik Metin Sezgin:
AffectON: Incorporating Affect Into Dialog Generation. 823-835 - Alice Z. Guo:
Automated Autism Detection Based on Characterizing Observable Patterns From Photos. 836-841 - Yu-Ping Ruan, Zhen-Hua Ling:
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation. 842-848 - Anne-Marie Brouwer, Tim J. van den Broek, Maarten A. Hogervorst, Daisuke Kaneko, Alexander Toet, Victor L. Kallen, Jan B. F. van Erp:
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures. 849-856 - Matheus Camasmie Pavan, Vitor Garcia dos Santos, Alex Gwo Jen Lan, João Trevisan Martins, Wesley Ramos dos Santos, Caio Deutsch, Pablo Botton da Costa, Fernando Chiu Hsieh, Ivandré Paraboni:
Morality Classification in Natural Language Text. 857-863
Volume 14, Number 2, April - June 2023
- Tao Xu, Hongtao Wang, Guanyong Lu, Feng Wan, Mengqi Deng, Peng Qi, Anastasios Bezerianos, Cuntai Guan, Yu Sun:
E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System. 864-877 - Xueping Wang, Yunhong Wang, Weixin Li, Zhengyin Du, Di Huang:
Facial Expression Animation by Landmark Guided Residual Module. 878-894 - Deniz Ekiz, Yekta Said Can, Cem Ersoy:
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches. 895-905 - Esma Mansouri-Benssassi, Juan Ye:
Investigating Multisensory Integration in Emotion Recognition Through Bio-Inspired Computational Models. 906-918 - Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Zhuoqing Chang, Sam Perochon, Kimberly L. H. Carpenter, Scott Compton, Steven Espinosa, Geraldine Dawson, Guillermo Sapiro:
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder. 919-930 - Hao-Chun Yang, Chi-Chun Lee:
A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology. 931-943 - Mohammad Mahdi Dehshibi, Bita Baiani, Gerard Pons, David Masip:
A Deep Multimodal Learning Approach to Perceive Basic Needs of Humans From Instagram Profile. 944-956 - Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen:
EEG-Based Emotion Recognition via Neural Architecture Search. 957-968 - Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel:
Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision. 969-985 - Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li:
Distilling Region-Wise and Channel-Wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation. 986-997 - Weichen Huang, Wei Wu, Molly V. Lucas, Haiyun Huang, Zhenfu Wen, Yuanqing Li:
Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation. 998-1011 - Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Multimodal Engagement Analysis From Facial Videos in the Classroom. 1012-1027 - Taylan K. Sen, Gazi Naven, Luke Gerstner, Daryl Bagley, Raiyan Abdul Baten, Wasifur Rahman, Md. Kamrul Hasan, Kurtis Haut, Abdullah Al Mamun, Samiha Samrose, Anne Solbu, R. Eric Barnes, Mark G. Frank, Ehsan Hoque:
DBATES: Dataset for Discerning Benefits of Audio, Textual, and Facial Expression Features in Competitive Debate Speeches. 1028-1043 - Sima Ipakchian Askari, Ville J. Harjunen, Michiel M. A. Spapé, Antal Haans, Niklas Ravaja, Wijnand A. IJsselsteijn:
Receiving a Mediated Touch From Your Partner vs. a Male Stranger: How Visual Feedback of Touch and Its Sender Influence Touch Experience. 1044-1055 - Garima Sharma, Abhinav Dhall, Jianfei Cai:
Audio-Visual Automatic Group Affect Analysis. 1056-1069 - Cigdem Beyan, Sukumar Karumuri, Gualtiero Volpe, Antonio Camurri, Radoslaw Niewiadomski:
Modeling Multiple Temporal Scales of Full-Body Movements for Emotion Classification. 1070-1081 - Kangning Yang, Chaofan Wang, Yue Gu, Zhanna Sarsenbayeva, Benjamin Tag, Tilman Dingler, Greg Wadley, Jorge Gonçalves:
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition. 1082-1097 - Chun-Min Chang, Gao-Yi Chao, Chi-Chun Lee:
Enforcing Semantic Consistency for Cross Corpus Emotion Prediction Using Adversarial Discrepancy Learning in Emotion. 1098-1109 - Na Zhang, Mindi Ruan, Shuo Wang, Lynn K. Paul, Xin Li:
Discriminative Few Shot Learning of Facial Dynamics in Interview Videos for Autism Trait Classification. 1110-1124 - Jianing Teng, Dong Zhang, Wei Zou, Ming Li, Dah-Jye Lee:
Typical Facial Expression Network Using a Facial Feature Decoupler and Spatial-Temporal Learning. 1125-1137 - Lukas Humpe, Simon Friedrich Murillo, Janik Muires, Peter A. Gloor:
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs. 1138-1147 - Wassan Hayale, Pooran Singh Negi, Mohammad H. Mahoor:
Deep Siamese Neural Networks for Facial Expression Recognition in the Wild. 1148-1158 - Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam:
Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks. 1159-1174 - Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud:
Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress. 1175-1187 - Dominik Seuss, Teena Hassan, Anja Dieckmann, Matthias Unfried, Klaus R. Scherer, Marcello Mortillaro, Jens-Uwe Garbas:
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals. 1188-1200 - Kejun Zhang, Xinda Wu, Xinhang Xie, Xiaoran Zhang, Hui Zhang, Xiaoyu Chen, Lingyun Sun:
Werewolf-XL: A Database for Identifying Spontaneous Affect in Large Competitive Group Interactions. 1201-1214 - Wei-Cheng Lin, Carlos Busso:
Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling. 1215-1227 - Tsung-Ren Huang, Shin-Min Hsu, Li-Chen Fu:
Data Augmentation via Face Morphing for Recognizing Intensities of Facial Emotions. 1228-1235 - Fuyan Ma, Bin Sun, Shutao Li:
Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion. 1236-1248 - Bernd Dudzik, Hayley Hung, Mark A. Neerincx, Joost Broekens:
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos. 1249-1266 - Romain Belmonte, Benjamin Allaert, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, Nicu Sebe:
Impact of Facial Landmark Localization on Facial Expression Recognition. 1267-1279 - Lei Cao, Huijun Zhang, Xin Wang, Ling Feng:
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection. 1280-1296 - Hassan Alhuzali, Sophia Ananiadou:
Improving Textual Emotion Recognition Based on Intra- and Inter-Class Variations. 1297-1307 - Chun-Min Chang, Chi-Chun Lee:
Learning Enhanced Acoustic Latent Representation for Small Scale Affective Corpus with Adversarial Cross Corpora Integration. 1308-1321 - Dongliang Chen, Peng Song, Wenming Zheng:
Learning Transferable Sparse Representations for Cross-Corpus Facial Expression Recognition. 1322-1333 - Lukas Stappen, Alice Baird, Lea Schumann, Björn W. Schuller:
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements. 1334-1350 - Zakaria Aldeneh, Emily Mower Provost:
You're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers. 1351-1362 - Manjot Bedi, Shivani Kumar, Md. Shad Akhtar, Tanmoy Chakraborty:
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations. 1363-1375 - John B. Harvill, Seong-Gyun Leem, Mohammed Abdel-Wahab, Reza Lotfian, Carlos Busso:
Quantifying Emotional Similarity in Speech. 1376-1390 - Yuxuan Zhao, Xinyan Cao, Jinlong Lin, Dunshan Yu, Xixin Cao:
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model. 1391-1403 - Shangfei Wang, Yanan Chang, Can Wang:
Dual Learning for Joint Facial Landmark Detection and Action Unit Recognition. 1404-1416 - Yulin Zhang, Guozhen Zhao, Yezhi Shu, Yan Ge, Dan Zhang, Yong-Jin Liu, Xianghong Sun:
CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis. 1417-1430 - Puneet Gupta:
MERASTC: Micro-Expression Recognition Using Effective Feature Encodings and 2D Convolutional Neural Network. 1431-1441 - Simin Yang, Courtney N. Reed, Elaine Chew, Mathieu Barthet:
Examining Emotion Perception Agreement in Live Music Performance. 1442-1460 - Moojan Ghafurian, Neil Budnarain, Jesse Hoey:
Improving Humanness of Virtual Agents and Users' Cooperation Through Emotions. 1461-1471 - Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller:
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition. 1472-1487 - Wei Li:
Finding Needles in a Haystack: Recognizing Emotions Just From Your Heart. 1488-1505 - Kristen C. Allen, Alex Davis, Tamar Krishnamurti:
Indirect Identification of Perinatal Psychosocial Risks From Natural Language. 1506-1519