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Assessing Complexity in Physiological Systems through Biomedical Signals Analysis
| Assessing Complexity in Physiological Systems through Biomedical Signals Analysis |
| Autore | Castiglioni Paolo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (296 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
aging in human population
Alzheimer's disease approximate entropy autonomic nervous function autonomic nervous system baroreflex baroreflex sensitivity (BRS) biomarker blood pressure brain brain dynamics brain functional networks brain signals cardiovascular system central autonomic network cognitive task complexity complexity analysis conditional transfer entropy correlation dimension cross-entropy data compression detrended fluctuation analysis digital volume pulse (DVP) dynamic functional connectivity ECG ectopic beat entropy event-related de/synchronization factor analysis fetal heart rate fNIRS fractal dimension fragmentation fuzzy entropy heart rate heart rate variability heart rate variability (HRV) hypobaric hypoxia information dynamics information flow interconnectivity K-means clustering algorithm labor largest Lyapunov exponent linear prediction mental arithmetics motor imagery multifractality multiscale multiscale complexity multivariate time series analysis network physiology nonlinear analysis partial information decomposition penalized regression techniques percussion entropy index (PEI) photo-plethysmo-graphy (PPG) posture preterm recurrence quantification analysis refined composite multiscale entropy rehabilitation medicine relative consistency Sampen sample entropy self-organized criticality self-similarity sEMG single-channel analysis State-space models static functional connectivity support vector machines classification time series analysis vasovagal syncope vector autoregressive model vector quantization Zipf's law |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557601803321 |
Castiglioni Paolo
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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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Entropy Measures for Data Analysis: Theory, Algorithms and Applications
| Entropy Measures for Data Analysis: Theory, Algorithms and Applications |
| Autore | Keller Karsten |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (260 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
algorithmic complexity
analog circuit auditory attention auditory attention classifier automatic learning belief entropy center of pressure displacement Chinese stock sectors co-evolution complex fuzzy set complex vague soft set conditional entropy of ordinal patterns cross wavelet transform cross-entropy method cross-visibility graphs data analysis data transformation Dempster-Shafer evidence theory distance distance induced vague entropy dual-tasking effective transfer entropy electroencephalography (EEG) embedded dimension empirical mode decomposition entropy entropy balance equation entropy measure entropy measures entropy visualization experiment of design fault diagnosis firefly algorithm geodesic distance global optimization image entropy information information entropy information transfer Kolmogorov-Sinai entropy learning learning systems linear discriminant analysis (LDA) machine learning evaluation market crash meta-heuristic multivariate analysis non-probabilistic entropy novelty detection ordinal patterns parametric t-distributed stochastic neighbor embedding particle size distribution permutation entropy Permutation entropy plausibility transformation relevance analysis sample entropy selfsimilar measure Shannon entropy Shannon-type relations short time records signal analysis signal classification similarity indices simulation support vector machine support vector machine (SVM) symbolic analysis synchronization analysis system coupling treadmill walking Tsallis entropy uncertainty of basic probability assignment vague entropy weighted Hartley entropy |
| ISBN | 3-03928-033-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Entropy Measures for Data Analysis |
| Record Nr. | UNINA-9910367736303321 |
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Keller Karsten
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning for Energy Systems
| Machine Learning for Energy Systems |
| Autore | Sidorov Denis N |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (272 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
abnormal defects
Adaptive Neuro-Fuzzy Inference System artificial intelligence blockchain blockchain technology cast-resin transformers classification classification and regression trees clustering component accident set cyber-physical systems data evolution mechanism decision tree energy internet energy management system energy router energy storage energy systems ensemble empirical mode decomposition extreme learning machine fatigue forecasting harmonic impedance harmonic impedance identification harmonic parameter harmonic responsibility hierarchical clustering high permeability renewable energy hybrid AC/DC power system hybrid interval forecasting industrial mathematics information security insulator fault forecast integrated energy system intelligent control Interfacial tension inverse problems linear regression model linearization load leveling machine learning maintenance monitoring data without phase angle MOPSO algorithm offshore wind farm optimization parameter estimation partial discharge pattern recognition photovoltaic output power forecasting power control power quality QoS index of energy flow relevance vector machine renewable energy source risk assessment rule extraction sample entropy scheduling optimization smart microgrid stochastic optimization time series forecasting traction network transformer oil parameters vacuum tank degasser Volterra equations Volterra models vulnerability wavelet packets wind power: wind speed: T-S fuzzy model: forecasting wind turbine |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557678803321 |
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Sidorov Denis N
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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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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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Nonlinear Dynamics and Entropy of Complex Systems with Hidden and Self-excited Attractors / Jesus M. Munoz-Pacheco, Jacques Kengne, Sajad Jafari, Christos Volos
| Nonlinear Dynamics and Entropy of Complex Systems with Hidden and Self-excited Attractors / Jesus M. Munoz-Pacheco, Jacques Kengne, Sajad Jafari, Christos Volos |
| Autore | Munoz-Pacheco Jesus M |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (290 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
S-Box algorithm
empirical mode decomposition service game existence hyperchaotic system static memory complex-variable chaotic system neural network fractional-order permutation entropy adaptive approximator-based control BOPS Bogdanov Map complex systems Thurston’s algorithm parameter estimation fractional discrete chaos full state hybrid projective synchronization self-excited attractor stability PRNG inverse full state hybrid projective synchronization entropy measure chaos chaotic flow multistable core entropy multiscale multivariate entropy multistability new chaotic system strange attractors chaotic systems spatial dynamics spectral entropy resonator stochastic (strong) entropy solution multichannel supply chain Hubbard tree approximate entropy circuit design coexistence sample entropy chaotic maps chaotic map Gaussian mixture model entropy laser Non-equilibrium four-dimensional chaotic system multiple attractors projective synchronization hidden attractors hidden attractor chaotic system entropy analysis self-excited attractors multiple-valued self-reproducing system implementation unknown complex parameters optimization methods image encryption generalized synchronization uncertain dynamics fractional order nonlinear transport equation external rays Lyapunov exponents inverse generalized synchronization fixed point uniqueness electronic circuit realization synchronization Hopf bifurcation |
| ISBN |
9783038978992
303897899X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346839603321 |
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Munoz-Pacheco Jesus M
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Wearable Sensors Applied in Movement Analysis
| Wearable Sensors Applied in Movement Analysis |
| Autore | Buisseret Fabien |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (154 p.) |
| Soggetto topico | Medical equipment and techniques |
| Soggetto non controllato |
6 min walking test
artificial intelligence balance assessment Bayesian neural network camera system carving cerebral palsy choreoathetosis data augmentation dystonia elderly ensemble clustering method fall risk flex sensor functional walking gated recurrent unit gesture recognition head rotation test home-based human activity recognition IMU inertial measurement unit inertial measurement unit-IMU inertial sensor intermittent claudication K-means clustering method kinematics lifting technique logistic regression long-track speed skating low back pain machine learning MLP model search movement analysis movement complexity n/a neck pain neural network one-dimensional convolutional neural network pain self-efficacy questionnaire principal component analysis sample entropy scoring supervised machine learning trunk flexion TUG validity vascular rehabilitation ward clustering method wearable wearable device |
| ISBN | 3-0365-5859-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637794103321 |
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Buisseret Fabien
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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