Data Analytics and Applications of the Wearable Sensors in Healthcare
| Data Analytics and Applications of the Wearable Sensors in Healthcare |
| Autore | Syed Abdul Shabbir |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (498 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
accelerometer
accelerometers accidental falls actigraph actigraphy action research arm test activities of daily living activity monitoring activity recognition and monitoring artificial intelligence behaviour analysis biofeedback biomedical signal processing biomedical technology bispectrum body worn sensors calibration cameras citizen science classifier efficiency classifier optimization clothing sensors cluster analysis conductive gels cross correlation analysis data compression deep learning denoising disease prevention edge computing eHealth electrocardiogram embedded system encoding energy expenditure entropy exercise experiment exercise intervention exercise therapy fall detection feature extraction feature selection filtering algorithm free-living frequency-domain features functional decline Gaussian mixture model GENEactiv accelerometer genetic algorithm GIS GPS gyroscope health healthcare healthcare movement sensing heart failure (HF) heart rate heart rate variability heat stroke hemodialysis hidden Markov model human activity recognition human factors human movement impedance pneumography inertial measurement unit inertial measurement units integration IoT IoT wearable monitor latent features left ventricular ejection fraction (LVEF) longitudinal study LSTM machine learning machine learning for real-time applications magnetometer mechanocardiogram (MCG) MIMU mobile health monitoring motion motion sensors multivariate analysis musculoskeletal disorders myocardial ischemia n/a neural network non-contact sensor non-wearable sensors noncontact electrode occupational healthcare one-class classification optoelectronic plethysmography orientation-invariant sensing orthopedics P-Ergonomics pacemaker patient health and state monitoring pattern classification performance measures personal risk detection physical activity physical activity classification physical activity type physical workload physiological parameters posture analysis precision ergonomics predictive analytics principal component analysis probabilistic inference qualitative real-life real-world recurrent neural networks respiration rate respiratory monitoring sedentary behavior services signal analysis signal processing skill assessment smart clothes smart textiles spinal posture state space model supervised machine learning talking detection technology acceptance model (TAM) Telemedicine time-domain features upper extremity ventricular premature contraction walking wavelets wearable wearable biomedical sensors wearable device wearable devices wearable sensing wearable sensor wearable sensors wearable systems for healthcare wearables wellbeing at work wireless sensor network |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557288603321 |
Syed Abdul Shabbir
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Lo trovi qui: Univ. Federico II | ||
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Markov and Semi-markov Chains, Processes, Systems and Emerging Related Fields
| Markov and Semi-markov Chains, Processes, Systems and Emerging Related Fields |
| Autore | Vassiliou Panagiotis-Christos |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (294 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
asymptotic analysis
asymptotic bound basketball bayesian inference branching process compound Poisson processes computational statistics constrained optimization continuous time controllable Markov jump processes copula diffusion limits DNA sequences dominated variation duration first passage time generating function heavy-tailed distribution hybrid semi-Markov model impoverishment Kalman filter limiting set manpower planning Markov chain Markov chains Markov model Markov Set Systems Markov Systems MCMC migration missing data Monte Carlo multiple vacations n/a non-homogeneity Non-Homogeneous Markov Systems novel queuing models in applications occupancy off-ball screens open population Markov chain models particle filter performance period-life phase-type models preventive maintenance process mining process modelling process target compliance quasi-asymptotic independence redundant systems reliability second order semi-Markov semi-Markov model semi-Markov modeling Semi-Markov processes single imputation state space model stochastic control problem with incomplete information tail expectation transient analysis two-sided components |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557364203321 |
Vassiliou Panagiotis-Christos
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Lo trovi qui: Univ. Federico II | ||
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Sensor Signal and Information Processing III
| Sensor Signal and Information Processing III |
| Autore | Woo Wai Lok |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (394 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
ADMM
Akaike information criterion aluminum ingot audio signal processing Bayesian tracking blind signal separation brain CT image brain-computer interface complexity compressed sensing computational efficiency computed tomography cosine loss CSI cyclic spectrum data reduction decision tree-support vector machine deep learning dictionary learning Difference of Gaussian dual-function radar-communications EEG equivalent bias angles fingerprinting frequency-hopping code gearbox fault geometric calibration high-order cumulant human-robot interaction image captioning image reconstruction image registration inception-v3 indoor localization information embedding internet of things Internet of Things (IoT) inverse problems kalman filter Laplacian scores large deformation linear array push-broom sensor long short-term memory network long- and short-period errors LoRaWAN low-dose CT machine learning mask gradient response medical image registration micro-vibration modulation classification motor imagery multiple-input multiple-output (MIMO) mutual information (mi) n/a neural network noise filtering non-rigid transformation nonlinear autoregressive nonlocal total variation nonnegative matric factorization permutation entropy (PE) pianists proximal splitting reaction wheel registration accuracy reverse dispersion entropy (RDE) reverse permutation entropy (RPE) row-action sensor signal sensors signal denoising signal detection similarity measure singular value decomposition sleep stage sound event classification sparse recovery sparse-view CT spectroscopy stable recovery state space model support vector machines surface inspection tensor principal component pursuit tensor SVD the multi-inputs convolutional neural networks the single shot multibox detector networks three-dimensional (3D) vision time series analysis waveform optimization wavelet packet weakly supervised weighted-permutation entropy (W-PE) wind turbine |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557693303321 |
Woo Wai Lok
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Lo trovi qui: Univ. Federico II | ||
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