 |
|
Arousal and Valence Classification Model Based on Long Short-Term Memory and DEAP Data for Mental Healthcare Management
Eun Jeong Choi, Dong Keun Kim
Healthc Inform Res. 2018;24(4):309-316. Published online 2018 Oct 31 DOI: https://doi.org/10.4258/hir.2018.24.4.309
|
|
Citations to this article as recorded by
 A data augmentation and channel selection technique for grading human emotions on DEAP dataset
Uttam Singh, Rabi Shaw, Bidyut Kr. Patra
Biomedical Signal Processing and Control.2023; 79: 104060. CrossRef An Efficient Machine Learning-Based Emotional Valence Recognition Approach Towards Wearable EEG
Lamiaa Abdel-Hamid
Sensors.2023; 23(3): 1255. CrossRef Graph-Based Learning of Nonlinear Physiological Interactions for Classification of Emotions
Huiyu Huang, Miaolin Fan, Chun-An Chou
SSRN Electronic Journal.2023;[Epub] CrossRef A systematic comparison of deep learning methods for EEG time series analysis
Dominik Walther, Johannes Viehweg, Jens Haueisen, Patrick Mäder
Frontiers in Neuroinformatics.2023;[Epub] CrossRef Electromyogram (EMG) Signal Classification Based on Light-Weight Neural Network with FPGAs for Wearable Application
Hyun-Sik Choi
Electronics.2023; 12(6): 1398. CrossRef Behavior and Task Classification Using Wearable Sensor Data: A Study across Different Ages
Francesca Gasparini, Alessandra Grossi, Marta Giltri, Katsuhiro Nishinari, Stefania Bandini
Sensors.2023; 23(6): 3225. CrossRef Graph-based learning of nonlinear physiological interactions for classification of emotions
Huiyu Huang, Miaolin Fan, Chun-An Chou
Pattern Recognition.2023; 143: 109794. CrossRef EEG-Based Emotion Recognition Using Quantum Machine Learning
Divya Garg, Gyanendra Kumar Verma, Awadhesh Kumar Singh
SN Computer Science.2023;[Epub] CrossRef Evaluating Multimodal Wearable Sensors for Quantifying Affective States and Depression With Neural Networks
Abdullah Ahmed, Jayroop Ramesh, Sandipan Ganguly, Raafat Aburukba, Assim Sagahyroon, Fadi Aloul
IEEE Sensors Journal.2023; 23(19): 22788. CrossRef Machine learning in emotional intelligence studies: a survey
Khairi Shazwan Dollmat, Nor Aniza Abdullah
Behaviour & Information Technology.2022; 41(7): 1485. CrossRef A comprehensive survey of deep learning in the field of medical imaging and medical natural language processing: Challenges and research directions
Babita Pandey, Devendra Kumar Pandey, Brijendra Pratap Mishra, Wasiur Rhmann
Journal of King Saud University - Computer and Information Sciences.2022; 34(8): 5083. CrossRef Evaluation and Analysis of College Students’ Mental Health from the Perspective of Deep Learning
Yuefen Wang, Chaoqun Ma, Zhiguo Qu
Wireless Communications and Mobile Computing.2022; 2022: 1. CrossRef Deep Learning in EEG: Advance of the Last Ten-Year Critical Period
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
IEEE Transactions on Cognitive and Developmental Systems.2022; 14(2): 348. CrossRef Assessment of the Patient’s Emotional Response with the RobHand Rehabilitation Platform: A Case Series Study
Ana Cisnal, Victor Moreno-SanJuan, Juan Carlos Fraile, Javier P. Turiel, Eusebio de-la-Fuente, Guillermo Sánchez-Brizuela
Journal of Clinical Medicine.2022; 11(15): 4442. CrossRef A novel signal to image transformation and feature level fusion for multimodal emotion recognition
Bahar Hatipoglu Yilmaz, Cemal Kose
Biomedical Engineering / Biomedizinische Technik .2021; 66(4): 353. CrossRef A Review of Emotion Recognition Based on EEG using DEAP Dataset
Rama Chaudhary, Ram Avtar Jaswal
International Journal of Scientific Research in Science, Engineering and Technology.2021; : 298. CrossRef Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks
Francisco E. Cabrera, Pablo Sánchez-Núñez, Gustavo Vaccaro, José Ignacio Peláez, Javier Escudero
Sensors.2021; 21(14): 4695. CrossRef Application of Electroencephalography-Based Machine Learning in Emotion Recognition: A Review
Jing Cai, Ruolan Xiao, Wenjie Cui, Shang Zhang, Guangda Liu
Frontiers in Systems Neuroscience.2021;[Epub] CrossRef Deep Learning in Physiological Signal Data: A Survey
Beanbonyka Rim, Nak-Jun Sung, Sedong Min, Min Hong
Sensors.2020; 20(4): 969. CrossRef Machine-Learning-Based Emotion Recognition System Using EEG Signals
Rania Alhalaseh, Suzan Alasasfeh
Computers.2020; 9(4): 95. CrossRef Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features
Fu Yang, Xingcong Zhao, Wenge Jiang, Pengfei Gao, Guangyuan Liu
Frontiers in Computational Neuroscience.2019;[Epub] CrossRef
|