Improved BCI calibration in multimodal emotion recognition using heterogeneous adversarial transfer learning by Mehmet Ali Sarikaya, Gökhan Ince

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Degraded Impairment of Emotion Recognition in Parkinson’s Disease Extends from Negative to Positive Emotions by Chia-Yao Lin, Yi-Min Tien, Jong-Tsun Huang, Chon-Haw Tsai, Li-Chuan Hsu

“…In the present study, we aimed to determine whether PD patients with more advanced motor problems would show a much greater deficit in recognition of emotional facial expressions than a control group and whether impairment of emotion recognition would extend to positive emotions. Twenty-nine PD patients and 29 age-matched healthy controls were recruited. …”
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Speech Emotion Recognition Model Based on Joint Modeling of Discrete and Dimensional Emotion Representation by John Lorenzo Bautista, Hyun Soon Shin

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Facial Emotion Recognition and Classification Using the Convolutional Neural Network-10 (CNN-10) by Emmanuel Gbenga Dada, David Opeoluwa Oyewola, Stephen Bassi Joseph, Onyeka Emebo, Olugbenga Oluseun Oluwagbemi

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An overlapping sliding window and combined features based emotion recognition system for EEG signals by Shruti Garg, Rahul Kumar Patro, Soumyajit Behera, Neha Prerna Tigga, Ranjita Pandey

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Emotional recognition of EEG signals utilizing residual structure fusion in bi-directional LSTM by Yue Xu, Yunyuan Gao, Zhengnan Zhang, Shunlan Du

Subjects: “…Emotion recognition…”
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Scalable Context-Based Facial Emotion Recognition Using Facial Landmarks and Attention Mechanism by Savina Jassica Colaco, Dong Seog Han

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Develop an emotion recognition system using jointly connectivity between electroencephalogram and electrocardiogram signals by Javid Farhadi Sedehi, Nader Jafarnia Dabanloo, Keivan Maghooli, Ali Sheikhani

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Emotion Recognition of Students Based on Facial Expressions in Online Education Based on the Perspective of Computer Simulation by Weiqing Wang, Kunliang Xu, Hongli Niu, Xiangrong Miao

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Identifying relevant EEG channels for subject-independent emotion recognition using attention network layers by Camilo E. Valderrama, Camilo E. Valderrama, Anshul Sheoran

Subjects: “…emotion recognition…”
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Retracted: Data Mining and Analysis of Management Theory on the Emotional Recognition of Students’ Physical Fitness Improvement by Applied Bionics and Biomechanics

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Eliciting Emotions: Investigating the Use of Generative AI and Facial Muscle Activation in Children’s Emotional Recognition by Manuel A. Solis-Arrazola, Raul E. Sanchez-Yanez, Ana M. S. Gonzalez-Acosta, Carlos H. Garcia-Capulin, Horacio Rostro-Gonzalez

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Retracted: Design of Interactive Vocal Guidance and Artistic Psychological Intervention System Based on Emotion Recognition by Occupational Therapy International

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Deep Learning-Based Speech Emotion Recognition Using Multi-Level Fusion of Concurrent Features by Samuel, Kakuba, Alwin, Poulose, Dong, Seog Han, Senior Member, Ieee

Subjects: “…Emotion recognition,…”
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Brain lateralisation feature extraction and ant colony optimisation‐bidirectional LSTM network model for emotion recognition by Woo‐Hyun Hwang, Dong‐Hyun Kang, Deok‐Hwan Kim

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A Generalized Zero-Shot Deep Learning Classifier for Emotion Recognition Using Facial Expression Images by Vishal Singh Bhati, Namita Tiwari, Meenu Chawla

Subjects: “…Automatic emotion recognition (AER)…”
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A Classroom Emotion Recognition Model Based on a Convolutional Neural Network Speech Emotion Algorithm by Qinying Yuan

“…In this paper, we construct a model of convolutional neural network speech emotion algorithm, analyze the classroom identified by the neural network with a certain degree of confidence together with the school used in the dataset, find the characteristics and rules of teachers’ control of classroom emotion nowadays using big data, find the parts of classroom emotion, and design a classroom emotion recognition model based on convolutional neural network speech emotion algorithm according to these characteristics. …”
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Increased Accuracy of Emotion Recognition in Individuals with Autism-Like Traits after Five Days of Magnetic Stimulations by Pingping Liu, Guixian Xiao, Kongliang He, Long Zhang, Xinqi Wu, Dandan Li, Chunyan Zhu, Yanghua Tian, Panpan Hu, Bensheng Qiu, Gong-Jun Ji, Kai Wang

“…The real group showed significant improvement in emotion recognition accuracy after iTBS, but the change was not significantly larger than that in the sham group. …”
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Facial emotion recognition in adolescent depression: The role of childhood traumas, emotion regulation difficulties, alexithymia and empathy by Hesna Gul, Yasemin Tas Torun, Fatma Hulya Cakmak, Ahmet Gul

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Low-resource MobileBERT for emotion recognition in imbalanced text datasets mitigating challenges with limited resources. by Muhammad Hussain, Caikou Chen, Sami S Albouq, Khlood Shinan, Fatmah Alanazi, Muhammad Waseem Iqbal, M Usman Ashraf

“…Modern dialogue systems rely on emotion recognition in conversation (ERC) as a core element enabling empathetic and human-like interactions. …”
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