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Intelligent Biosignal Analysis Methods
| Intelligent Biosignal Analysis Methods |
| Autore | Jović Alan |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (256 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
accelerometer
accuracy Alzheimer's disease autonomic nervous system brain functional connectivity classifiers CNN convolution neural network (CNN) covariate shift cross-participant DEAP deep learning disgust drowsiness classification drowsiness detection EEG EEG features electrocardiogram electrocardiography electroencephalogram (EEG) electroencephalography (EEG) emotion emotion recognition emotional state event-centered data segmentation eye blinks rate fall detection fatigue detection feature extraction feature selection frequency band fusion galvanic skin response heart rate individual differences inter-participant inter-subject variability k-fold validation machine learning mental workload Mish myocardial infarction n/a neural network-based refinement non-local attention mechanism non-stationarity olfactory training optimal shrinkage phase-locked value (PLV) photoplethysmography (PPG) psychophysics residual attention residual network sensitivity signal quality index skin conductance level sleep stage scoring sleep staging smell spatial transformer networks stress surgery image T-end annotation tSQI wearable device wearable sensors window duration wine sensory analysis |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557354803321 |
Jović Alan
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multiscale Entropy Approaches and Their Applications
| Multiscale Entropy Approaches and Their Applications |
| Autore | Humeau-Heurtier Anne |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (446 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
aging
Alzheimer disease ambient temperature approximate entropy asynchrony bearing fault diagnosis biometric characterization brain complexity cardiac autonomic neuropathy cardiac risk stratification center of pressure clock drawing test complexity composite cross-sample entropy consolidation copula density corsi block tapping test coupling CPD Cramér-Rao Lower Bound cross-approximate entropy cross-conditional entropy cross-distribution entropy cross-entropy cross-fuzzy entropy cross-sample entropy default mode network dependency structures diabetes digit span test dynamic functional connectivity edge complexity EEG electrocardiogram electroencephalogram embodied media ensemble empirical mode decomposition entropy entropy rate episodic memory estimator variance eye movement events detection falls fault diagnosis financial time series finite-length signals Fisher ratio fluid intelligence fMRI functional near infra-red spectroscopy fuzzy entropy gait heart rate variability heart rate variability (HRV) heart sound HMSVM Holter HRV human behavior humanoid ICEEMDAN local robust principal component analysis long term monitoring magnetoencephalogram medical information memory effect mental workload missing values motif multi-component signal multi-scale multi-scale dispersion entropy multi-scale entropy multi-scale entropy (MSE) multi-scale permutation entropy multifractal spectrum multilevel entropy map multiscale analysis multiscale cross-entropy multiscale distribution entropy multiscale entropy multiscale indices Multiscale Permutation Entropy multiscale time irreversibility multivariate data multivariate multiscale dispersion entropy multivariate time series network complexity node complexity nonlinear analysis time series analysis nonlinear dynamics ordinal patterns page view PD permutation entropy physiological data postural control postural stability index predictability prefrontal cortex preterm neonate pulse interval RCMDE resting state resting-state functional magnetic resonance imaging RR interval sample entropy short-term inter-beat interval signal complexity sleep staging stability states structural health monitoring SVM systolic arterial pressure (SAP) systolic blood pressure tele-communication telemetry tensor decomposition thermoregulation time-scale decomposition variational mode decomposition vasopressin vector autoregressive fractionally integrated (VARFI) models Voronoi decomposition weak fault Wikipedia |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557629003321 |
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Humeau-Heurtier Anne
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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