Stress assessment based on decision fusion of EEG and fNIRS signals
… fNIRS SIGNALS The decision fusion was achieved by fusing the outputs/decisions from two
… The global classifier used in this study for decision fusion is also SVM with RBF kernels. Let …
… The global classifier used in this study for decision fusion is also SVM with RBF kernels. Let …
Emotion assessment using feature fusion and decision fusion classification based on physiological data: Are we there yet?
… In this work, we evaluate emotion in terms of low/high arousal and valence classification
through Supervised Learning (SL), Decision Fusion (DF) and Feature Fusion (FF) techniques …
through Supervised Learning (SL), Decision Fusion (DF) and Feature Fusion (FF) techniques …
Multi-level stress assessment using multi-domain fusion of ECG signal
… decision level fusion to enhance the accuracy of stress levels classification. We also introduce
a dataset with multiple stress … binary levels datasets for stress analysis. Experimental …
a dataset with multiple stress … binary levels datasets for stress analysis. Experimental …
Multi-level stress assessment from ecg in a virtual reality environment using multimodal fusion
… , in [23], we propose a decision level fusion framework. ECG signals are converted into signal
… Finally, decision level fusion is performed on multidomain modalities. In [24], ECG heart-…
… Finally, decision level fusion is performed on multidomain modalities. In [24], ECG heart-…
Multimodal fusion for objective assessment of cognitive workload: A review
… Mental stressors impact involuntary activities such as those … provides an indicator of the ANS
and stress states. Metrics, such as … EEG and fNIRs at the decision fusion level by taking into …
and stress states. Metrics, such as … EEG and fNIRs at the decision fusion level by taking into …
Emotion classification with multichannel physiological signals using hybrid feature and adaptive decision fusion
MS Yan, Z Deng, BW He, CS Zou, J Wu… - … Signal Processing and …, 2022 - Elsevier
… An adaptive decision fusion method is then proposed to … is evaluated on the Wearable Stress
and Affect Detection dataset … adaptive decision fusion strategies for emotion classification. …
and Affect Detection dataset … adaptive decision fusion strategies for emotion classification. …
A multimodal and signals fusion approach for assessing the impact of stressful events on Air Traffic Controllers
… will be expected to delegate more activities and decisions to automation. In ATC, high demand
… In order to avoid bias in the stress assessment owing to different workload demands, we …
… In order to avoid bias in the stress assessment owing to different workload demands, we …
[PDF][PDF] A comprehensive overview of decision fusion technique in healthcare: a systematic scoping review
… Decision Fusion technique in health care in the form of a systematic scoping review. It assessed
… review that has assessed the applicability of Decision Fusion in the field of health care. …
… review that has assessed the applicability of Decision Fusion in the field of health care. …
[HTML][HTML] Decision fusion in healthcare and medicine: a narrative review
… In one study, physiological parameters were used to measure stress (70). In another study,
the … SVM-based multi-sensor fusion for free-living physical activity assessment. Annu Int Conf …
the … SVM-based multi-sensor fusion for free-living physical activity assessment. Annu Int Conf …
Assessment of mental fatigue and stress on electronic sport players with data fusion
S Gündoğdu, ÖH Çolak, EA Doğan… - Medical & Biological …, 2021 - Springer
… Stress and mental fatigue are in existence constantly in daily … states of stress and mental
fatigue using data fusion while e-… the game is partly caused by stress and mental fatigue. HRV …
fatigue using data fusion while e-… the game is partly caused by stress and mental fatigue. HRV …
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