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EEG signal analysis and detection of stress using classification techniques

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Bhupendra Ramani, Warish Patel & Kamini Solanki. (2022) Stress Ocare : An advance IoMT based physiological data analysis for anxiety status prediction using cloud computing. Journal of Discrete Mathematical Sciences and Cryptography 25:4, pages 1019-1029.
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N. Venkata Saichand & S. Gopiya Naik. (2024) Epileptic seizure detection using improved empirical mode decomposition and improved weight updated KNN. Journal of Intelligent & Fuzzy Systems 46:4, pages 10345-10358.
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Georgios Taskasaplidis, Dimitris A. Fotiadis & Panagiotis D. Bamidis. (2024) Review of Stress Detection Methods Using Wearable Sensors. IEEE Access 12, pages 38219-38246.
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Suresh Babu Dasari, Charan Teja Mallareddy, Sainadh Annavarapu & Tarun Teja Garike. (2023) Detection of Mental Stress Levels Using Electroencephalogram Signals(EEG). Detection of Mental Stress Levels Using Electroencephalogram Signals(EEG).
Soumya Samarpita, Rabinarayan Satpathy, Pradipta Kumar Mishra & Aditya Narayan Panda. (2023) Mental Stress Classification from Brain Signals using MLP Classifier. EAI Endorsed Transactions on Pervasive Health and Technology 9.
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Tushar Kotkar, Kaushiki Nagpure, Pratik Phadke, Sangita Patil & P. K. Rajani. 2023. IOT with Smart Systems. IOT with Smart Systems 485 494 .
Jammisetty Yedukondalu & Lakhan Dev Sharma. (2022) Cognitive load detection using Binary salp swarm algorithm for feature selection. Cognitive load detection using Binary salp swarm algorithm for feature selection.
K P Vyshali Rao, H K Ashwini & S Akshatha. (2021) Emotional stress recognition system using EEG and psychophysiological signals. Emotional stress recognition system using EEG and psychophysiological signals.
Nasrin Sho’ouri. (2021) A new neurofeedback training method based on feature space clustering to control EEG features within target clusters. Journal of Neuroscience Methods 362, pages 109304.
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L. Gonzalez-Carabarin, E.A. Castellanos-Alvarado, P. Castro-Garcia & M.A. Garcia-Ramirez. (2021) Machine Learning for personalised stress detection: Inter-individual variability of EEG-ECG markers for acute-stress response. Computer Methods and Programs in Biomedicine 209, pages 106314.
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Jharna Agrawal, Manish Gupta & Hitendra Garg. (2021) Early Stress Detection and Analysis using EEG signals in Machine Learning Framework. IOP Conference Series: Materials Science and Engineering 1116:1, pages 012134.
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Fadhilah Qalbi Annisa, Eko Supriyanto & Sahar Taheri. (2020) Personality Dimensions Classification with EEG Analysis using Support Vector Machine. Personality Dimensions Classification with EEG Analysis using Support Vector Machine.
Emad Alyan, Naufal M. Saad, Nidal Kamel & Mohammad Abdul Rahman. (2020) Investigating Frontal Neurovascular Coupling in Response to Workplace Design-Related Stress. IEEE Access 8, pages 218911-218923.
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