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Big Data Analytics and Information Science for Business and Biomedical Applications
| Big Data Analytics and Information Science for Business and Biomedical Applications |
| Autore | Ahmed S. Ejaz |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (246 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
high-dimensional
nonlocal prior strong selection consistency estimation consistency generalized linear models high dimensional predictors model selection stepwise regression deep learning financial time series causal and dilated convolutional neural networks nuisance post-selection inference missingness mechanism regularization asymptotic theory unconventional likelihood high dimensional time-series segmentation mixture regression sparse PCA entropy-based robust EM information complexity criteria high dimension multicategory classification DWD sparse group lasso L2-consistency proximal algorithm abdominal aortic aneurysm emulation Medicare data ensembling high-dimensional data Lasso elastic net penalty methods prediction random subspaces ant colony system bayesian spatial mixture model inverse problem nonparamteric boostrap EEG/MEG data feature representation feature fusion trend analysis text mining |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557614803321 |
Ahmed S. Ejaz
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| 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 electronic resource (446 p.) |
| Soggetto topico | History of engineering & technology |
| Soggetto non controllato |
electrocardiogram
heart rate variability multiscale distribution entropy RR interval short-term inter-beat interval Alzheimer disease functional near infra-red spectroscopy signal complexity clock drawing test digit span test corsi block tapping test structural health monitoring multi-scale composite cross-sample entropy PD fault diagnosis variational mode decomposition multi-scale dispersion entropy HMSVM multiscale entropy embodied media tele-communication humanoid prefrontal cortex human behavior complexity page view sample entropy Wikipedia missing values physiological data medical information postural stability index stability states ensemble empirical mode decomposition gait Multiscale Permutation Entropy ordinal patterns estimator variance Cramér–Rao Lower Bound finite-length signals nonlinear dynamics multiscale indices cardiac risk stratification Holter long term monitoring multifractal spectrum multiscale time irreversibility predictability multiscale analysis entropy rate memory effect financial time series entropy cardiac autonomic neuropathy diabetes mental workload motif multi-scale entropy permutation entropy HRV SVM multivariate multiscale dispersion entropy multivariate time series electroencephalogram magnetoencephalogram CPD EEG sleep staging tensor decomposition preterm neonate bearing fault diagnosis weak fault multi-component signal local robust principal component analysis multi-scale permutation entropy brain complexity dynamic functional connectivity edge complexity fluid intelligence node complexity resting-state functional magnetic resonance imaging aging consolidation default mode network episodic memory fMRI network complexity resting state copula density dependency structures Voronoi decomposition ambient temperature telemetry systolic blood pressure pulse interval thermoregulation vasopressin center of pressure falls postural control cross-entropy multiscale cross-entropy asynchrony coupling cross-sample entropy cross-approximate entropy cross-distribution entropy cross-fuzzy entropy cross-conditional entropy eye movement events detection nonlinear analysis time series analysis approximate entropy fuzzy entropy multilevel entropy map time-scale decomposition heart sound ICEEMDAN RCMDE Fisher ratio biometric characterization multi-scale entropy (MSE) vector autoregressive fractionally integrated (VARFI) models heart rate variability (HRV) systolic arterial pressure (SAP) multivariate data |
| 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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Risk, Ruin and Survival: Decision Making in Insurance and Finance
| Risk, Ruin and Survival: Decision Making in Insurance and Finance |
| Autore | Ren Jiandong |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (210 p.) |
| Soggetto non controllato |
insurance
multiplicative background risk model renewal process dual risk model collective risk model risk measure aggregate risk Laplace transform transfer function risk management risk theory maximal tail dependence constant interest rate partial integro-differential equation reinsurance financial time series spatial risk measures and corresponding axiomatic approach central limit theorem integral equation Markovian arrival process systematic risk information processing discounted aggregate claims surplus process weighted cuts rate of spatial diversification national culture operational risk covariance cumulative Parisian ruin spatial dependence background risk survival analysis Monte Carlo aggregate discounted claims stochastic orders order statistic max-stable random fields copulas hazard model multivariate gamma distribution copula advanced measurement approach concomitant archimedean copulas rating migrations ruin probability clustering confidence interval individual risk model numerical approximation value-at-risk |
| ISBN | 3-03928-517-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Risk, Ruin and Survival |
| Record Nr. | UNINA-9910404092203321 |
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Ren Jiandong
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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