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