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Advanced Machine Learning Applications in Big Data Analytics
| Advanced Machine Learning Applications in Big Data Analytics |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (654 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
1D quadratic chaotic system
adaptive learning adversarial attacks ARMA attentional mechanisms BaaS system bagging model behavior detection blockchain consensus algorithm border patrol BP butterfly optimization algorithm capacitated vehicle routing planning CBAM CBCFI classification algorithms cloud clustering algorithms CNN color image combined prediction model community clustering complementary ensemble empirical mode decomposition (CEEMD) composite multi-scale dispersion entropy computer vision concept drift confidentiality management convolutional neural networks coupled map lattice COVID-19 crisscross search data stream mining deep belief network deep feature deep learning design science research differential evolution digital archives disease classification DNA coding DNA computing DNA sequences design document classification dual-update strategy ELM embedding propagation emotion-cause pair extraction energy storage error coefficient event extraction event trigger words event type extreme learning machine fault diagnosis feature selection financial time series forecasting flight safety forecasting forex GA generative adversarial network global optimization GM graph attention network graph convolutional network graph neural network gravity search hash function health Hemerocallis citrina Baroni heterogeneous graph hierarchical clustering hierarchical model high-plateau flight hybrid model hyperspectral image classification image classification image encryption improved matrix particle swarm optimization algorithm (IMPSO) incremental learning information system information systems infrared Jaccard distance KNN least squares method lightweight neural networks long short-term memory network machine learning maturity detection mean absolute error mean-semivariance model membership grade meta-heuristic model predictive control multi-behavior recommendation multi-strategy MultiRocket n/a neural architecture search neural networks NLP object detection online learning opposition-based learning output optimization overseas Chinese associations particle swarm optimization peak shaving and frequency regulation performance analysis pilot abnormal behavior pixel level polymorphic mapping portfolio optimization principal component analysis PROPHET PSO quantum dynamics quick access recorder random replacement ridge regression saving mileage sequential recommendation service level agreement short-term traffic-flow forecasting signal-to-noise ratio distance sliding window spatial-temporal systems splicing model stacking model stock announcement news stock return support vector machine support vector machine swarm intelligence support vector machines swarm intelligence talent stability prediction target detection time series time series classification tomato leaf traffic flow forecasting transaction priority variational mode decomposition warning system whale optimization algorithm YOLOv4 algorithm YOLOv5 algorithm |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743276603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational and Mathematical Methods in Information Science and Engineering
| Computational and Mathematical Methods in Information Science and Engineering |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (402 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
adaptive
ARIMA ARL buffer wards career choice center-of-gravity method circular economy classical retrial policy clustering algorithm college students complex supply chain network conditional autoregressive model control charts convolutional neural network model COVID-19 data COVID-19 pandemic data stream deep learning model demand pattern deviance residuals displacement of volume method dynamic bed allocation dynamic weighting egg shape equation egg volume embedded model empirical mode decomposition environmental awareness environmental policies feedback mechanism GAN global fusion green supply chain grey correlation analysis hybrid multi-attribute hybrid mutation imbalanced classification in-house infinite orbit information acquisition Internet of Things interval-valued intuitionistic fuzzy numbers knowledge interaction neural network lightweight image reconstruction network link functions local interaction logistic profiling machine learning malicious network traffic Markov chain Monte Carlo metal mines mining plan mixed-integer programming model selection multi-facility location problem multi-objective optimization multi-scale multiscale analysis n/a noise-resilient non-convex loss function non-cooperative equilibrium oblivious quantum key distribution occurrence rate online-learning opinions polarization outsourcing partial discharge (PD) patient admission control Pearson residuals phase-resolved PD (PRPD) prediction private set intersection productivity prediction quantum authentication queue dependent service rate regression reservoir characterization retail rotating machine sales forecasting seasonal ARIMA spatial Poisson model stator coil structural balance three-way group decision making tourist arrival forecast variational mode decomposition VIKOR model waiting time analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743271803321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Continuous Casting / Michael Vynnycky
| Continuous Casting / Michael Vynnycky |
| Autore | Vynnycky Michael |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (250 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
inclusion motion
air mist spray cooling empirical mode decomposition electromagnetic field solidification final electromagnetic stirring beam blank liquid core reduction tundish thermomechanical coupling flow behavior steel tundish austenite grain coarsening pores annular argon blowing round bloom mold thin-slab cast direct-rolling data stream grain growth control propagation two-phase pinning HTC prediction argon gas distribution baffle flow field bubbles heat transfer inclusions upper nozzle swirling flow tundish crystal hybrid simulation model roll gap value inclusion entrapment fluid flow billet continuous casting mechanism heat flux numerical simulation secondary cooling uneven secondary cooling polycrystalline model mold level continuous casting entrainment slab continuous casting magnetohydrodynamics entrapment asymptotic analysis bulge deformation slab mold segmented roller velocity finite element analysis multi-source information fusion global optimization support vector regression variational mode decomposition multiphase flow molten steel flow PIV |
| ISBN |
9783039213221
3039213229 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346839503321 |
Vynnycky Michael
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Modeling and Optimal Operation of Hydraulic, Wind and Photovoltaic Power Generation Systems
| Modeling and Optimal Operation of Hydraulic, Wind and Photovoltaic Power Generation Systems |
| Autore | Li Chaoshun |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (212 p.) |
| Soggetto topico |
Physics
Research and information: general |
| Soggetto non controllato |
'S' characteristics
1D-3D coupling model active power anomaly detection approximate entropy cascaded reservoirs change point detection chaotic particle swarms method comprehensive deterioration index cosine similarity degradation trend prediction doubly-fed variable speed pumped storage power station doubly-fed variable-speed pumped storage ensemble empirical mode decomposition facility agriculture fractional order PID controller (FOPID) gated recurrent unit high proportional renewable power system Hopf bifurcation hybrid system hydraulic oil viscosity hydraulic PTO hydro power hydropower units light gradient boosting machine long and short-term neural network low water head conditions maximal information coefficient maximum information coefficient multi-objective optimization noise reduction nonlinear modeling nonlinear pump turbine characteristics operation strategy parameter sensitivity power yield pressure pulsation pumped storage unit pumped storage units pumped storage units (PSUs) reliability seasonal price sensitivity analysis sparrow search algorithm stability analysis stochastic dynamic programming (SDP) successive start-up thermal-hydraulic characteristics transition stability variational mode decomposition wave energy converter |
| ISBN | 3-0365-5838-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637780603321 |
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Li Chaoshun
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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 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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Recent Advances in GPR Imaging
| Recent Advances in GPR Imaging |
| Autore | Laguela Susana |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (216 p.) |
| Soggetto non controllato |
3D visualization
archaeology backscattering cave sediments clutter conglomerate digital elevation model (DEM) distributive analysis doline electrical resistivity imaging electromagnetic propagation in nonhomogeneous media empirical mode decomposition GPR GPR data processing GPR imaging ground penetrating radar Ground Penetrating Radar ground penetrating radar (GPR) ground-penetrating radar IMF-slices infrared thermography karst Kranjsko polje land cultivation LiDAR marble morphometrical analysis n/a near-surface geophysics network level evaluation non-destructive testing quarry railway events railways scattering modelling signal frequency analysis spectral domain terrestrial laser scanning test site time-domain analysis time-frequency analysis toGPRi track geometry unroofed caves variational mode decomposition X-ray diffraction (XRD) X-ray fluorescence (XRF) |
| ISBN | 3-03921-811-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367745203321 |
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Laguela Susana
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Symmetry in Electromagnetism
| Symmetry in Electromagnetism |
| Autore | Ferrando Albert |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (192 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
Aharonov-Bohm effect
Barium hexaferrite Bateman construction constraint equations correlation coefficient dispersion diagram effective power density electric-magnetic duality symmetry electrodynamic structure electrodynamics electromagnetic duality symmetry electromagnetic knots electromagnetic polarization evolutionary equations finite element analysis geometric algebra glide symmetry ground high speed system harmonics Harvesting helicity high-order coupling hopfion hysteresis interval thresholding method low-power applications magnetic circuit magnetic levitation magnetocardiography Maxwell theory micro-generator n/a non-local action null fields optical helicity optimal solution particle creation periodic structures periodical structure permanent magnet applications Poynting Multivector quadratic penalty quantum anomalies smart building spin-orbital momentum symmetry titanium variational mode decomposition vibration X-ray diffraction |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557103603321 |
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Ferrando Albert
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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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Symmetry in Engineering Sciences
| Symmetry in Engineering Sciences |
| Autore | Montoya Francisco G |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (220 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
3D slicer
A* algorithm accessibility adaptive threshold aged Agustín de Betancourt anomaly detection asymmetry BP neural network broad learning model cathedral classification clustering Coalbrookdale (Shropshire) complex networks computer engineering computing applications conditional mutual information convexity/concavity edge preserving electrical circuits electronic devices energy dissipation environmental modeling evaluation model express shipment extension fault diagnosis feature interaction feature selection Fisher linear discriminant analysis flying buttresses friction damping geometric modeling geometry graphic modelling high order urban hospitals (HOUHs) Hilbert transform inclined plane industrial archaeology industrial heritage lifting wavelet linearization technique local data features local inflection local monotonicity local preserving projection mechanical structures mobile robot noise detector optimization optimization criteria optimum path planning path search peaks distribution railcar flow distribution railway network railway transportation rampant arch random forest random value impulse noise ring damper robots rolling bearings segmentation semi-supervised random forest sensitivity analysis service network design support vector machine symmetry synchronization thin-walled gear time-space network topology traffic congestion traffic control traffic forecasting trip impedance based on public transportation tumor urban traffic planning variational mode decomposition vibration virtual reconstruction weighted mean filter |
| ISBN | 3-03921-875-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367742303321 |
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Montoya Francisco G
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Symmetry in Mechanical Engineering
| Symmetry in Mechanical Engineering |
| Autore | Glowacz Adam |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (372 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
abrasive belt grinding
absolute sensitivity active control algebraic modeling attention mechanism auxiliary slot bad parameters BiLSTM breakage parameters butterfly optimization algorithm center frequency method of double thresholds chattering CNN conceptual design core problems cross-entropy method customer needs Dempster's rule design process distribution doubly symmetric cross-sections dual mass flywheel dynamic behaviour electric vehicles engineering design problems evidence distance Fault diagnosis fertilizers finite-time control fractional damping front clutch global optimization granulation grinding helicopter higher-order deformation modes Hilbert transform hybrid mechanism identification image processing imprecise probability maritime surveillance material removal meta-heuristic MFA control minimally invasive procedures n/a neural network on-line monitoring output signal-to-noise ratio parallel robot particle pattern recognition piezoelectric cantilever plate PMSM predictive model rear clutch regression relative sensitivity relative viscosity response surface methodology rheology rolling bearings second-order tristable stochastic resonance seeker optimization algorithm self-excited vibration shell-like deformation signal analysis signal features spring Study parameters symmetries terminal sliding mode thin spur gear thin-walled structures time-frequency analysis time-varying P-type IL method tool wear state torsional vibration traveling waves two-engine vehicle variational mode decomposition vibration vibration modes vibration stability vibrations |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557134803321 |
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Glowacz Adam
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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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