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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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Advances on Smart Cities and Smart Buildings
| Advances on Smart Cities and Smart Buildings |
| Autore | Roccotelli Michele |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (226 p.) |
| Soggetto topico |
History of engineering and technology
Technology: general issues |
| Soggetto non controllato |
15 minutes city
ARIMA batches prediction bike delivery bike sharing system cargo bike cargo cycle category clustering challenge living lab challenge-based learning cyber privacy cyber security cycle logistics digitization Distrito Tec electric vehicle electric vehicle emulator electric vehicle supply equipment energy demand forecast EREV key components European projects expansion areas extended range electric vehicle facial recognition goods delivery graph theory heuristic approach hybrid model internet of things (IoT) itinerary planning level optimization Monterrey Metropolitan Zone (MMZ) n/a open innovation optimization methods power theft smart city smart grid smart meters smart networks smart sensors smart tourism smart transit smart water/energy/mobility smarter communities technologies time series analysis urban accessibility Urban Basic Geostatistical Areas (AGEBs) UrMoAC vehicle-to-building vehicle-to-grid |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576875603321 |
Roccotelli Michele
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Civil Engineering and Symmetry / Jurgita Antuchevičienė, Romualdas Bausys, Edmundas Kazimieras Zavadskas
| Civil Engineering and Symmetry / Jurgita Antuchevičienė, Romualdas Bausys, Edmundas Kazimieras Zavadskas |
| Autore | Antuchevičienė Jurgita |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (198 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
railway wagon
rough sets Additive Ratio Assessment (ARAS) neural network cost estimation boarding/deboarding strategies optimisation multi-criteria decision-making (MCDM) Step-Wise Weight Assessment Ratio Analysis (SWARA) ruled surface seat preference image processing risk management fuzzy sets supply chain Grasshopper experimental test parametric design rough Best–Worst Method (BWM) EDAS artificial neural networks 3D modelling civil engineering shovel machine interval-valued fuzzy Additive Ratio Assessment airplane turn time oil and gas well drilling projects MCDM roof shell consistent fuzzy preference relation (CFPR) DEMATEL tool-flank-wear monitoring analytical network process (ANP) logistics multi criteria decision making internal transport conceptual design hybrid MCDM structural analysis D number construction architecture multiple-criteria decision-making (MCDM) performance evaluation rough number construction project risk multi-attributive border approximation area comparison (MABAC) finite element method (FEM) manufacturing engineering transportation experimental testing hybrid model flexible manufacturing rough Simple Additive Weighting (SAW) D numbers multivariate regression |
| ISBN |
9783039210039
3039210033 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346836603321 |
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Antuchevičienė Jurgita
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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 Techniques Applied to Geoscience Information System and Remote Sensing / Hyung-Sup Jung, Saro Lee
| Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing / Hyung-Sup Jung, Saro Lee |
| Autore | Jung Hyung-Sup |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (438 p.) |
| Soggetto topico | Pharmaceutical chemistry and technology |
| Soggetto non controllato |
artificial neural network
model switching sensitivity analysis neural networks logit boost Qaidam Basin land subsidence land use/land cover (LULC) naïve Bayes multilayer perceptron convolutional neural networks single-class data descriptors logistic regression feature selection mapping particulate matter 10 (PM10) Bayes net gray-level co-occurrence matrix multi-scale Logistic Model Trees classification Panax notoginseng large scene coarse particle grayscale aerial image Gaofen-2 environmental variables variable selection spatial predictive models weights of evidence landslide prediction random forest boosted regression tree convolutional network Vietnam model validation colorization data mining techniques spatial predictions SCAI unmanned aerial vehicle high-resolution texture spatial sparse recovery landslide susceptibility map machine learning reproducible research constrained spatial smoothing support vector machine random forest regression model assessment information gain ALS point cloud bagging ensemble one-class classifiers leaf area index (LAI) landslide susceptibility landsat image ionospheric delay constraints spatial spline regression remote sensing image segmentation panchromatic Sentinel-2 remote sensing optical remote sensing materia medica resource GIS precise weighting change detection TRMM traffic CO crop training sample size convergence time object detection gully erosion deep learning classification-based learning transfer learning landslide traffic CO prediction hybrid model winter wheat spatial distribution logistic alternating direction method of multipliers hybrid structure convolutional neural networks geoherb predictive accuracy real-time precise point positioning spectral bands |
| ISBN |
9783039212163
3039212168 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367564103321 |
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Jung Hyung-Sup
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Models for the Design of Electrical Machines
| Mathematical Models for the Design of Electrical Machines |
| Autore | Dubas Frédéric |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (252 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
2D
2D steady-state models 3D finite element method analytical expression analytical method analytical model analytical modeling complex harmonic modeling eddy-current eddy-current losses electric machines electrical machines electromagnetic performances experiment finite iron relative permeability finite-element analysis Fourier analysis high-speed hybrid analytical modeling hybrid excitation hybrid model linear induction motors loss reduction magnet shape optimization magnetic equivalent circuit magnetic equivalent circuits Maxwell-Fourier method multi-phase multiphase induction machine n/a nodal method non-homogeneous permeability numerical partial differential equations permanent magnet machines permanent magnet motor permanent-magnet permanent-magnet losses reduced order rotating machines rotor cage scattering matrix segmentation separation of variable technique sinusoidal current excitation sleeve subdomain technique surface inset permanent magnet surface-mounted PM machines switched reluctance machine synchronous machines thermal analysis thermal equivalence circuit thermal resistances torque pulsation torque pulsations Voronoï tessellation winding heads |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557647103321 |
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Dubas Frédéric
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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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Methods in Computational Biology / Ross Carlson, Herbert Sauro
| Methods in Computational Biology / Ross Carlson, Herbert Sauro |
| Autore | Carlson Ross |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (214 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
inosine
immune checkpoint inhibitor geometric singular perturbation theory simulation BioModels Database ADAR calcium current bifurcation analysis bacterial biofilms nonlinear dynamics explanatory model turning point bifurcation oscillator workflow bioreactor integrated modeling modeling methods elementary flux modes visualization multiscale systems biology evolutionary algorithm metabolic model differential evolution reduced-order model computational model gut microbiota dysbiosis canard-induced EADs computational biology metabolic modelling methods SREBP-2 mechanistic model systems modeling biological networks macromolecular composition provenance flux balance analysis immunotherapy compartmental modeling immuno-oncology metabolic network visualization mechanism bistable switch Clostridium difficile infection bioreactor operation optimization microRNA targeting CFD simulation biomass reaction RNA editing ordinary differential equation metabolic modeling mass-action networks hybrid model multiple time scales quantitative systems pharmacology (QSP) mathematical modeling microRNA cancer parameter optimization Hopf bifurcation breast |
| ISBN |
9783039211647
3039211641 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346689103321 |
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Carlson Ross
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Smart Urban Water Networks
| Smart Urban Water Networks |
| Autore | Creaco Enrico |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (358 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
agent-based modeling
blind sources separation chaotic time series cluster analysis clustering comparative analysis cross-correlation cyber wellness cyber-attack detection cyber-physical attacks cyber-physical security cyber-security data analytics data resolution data science data spatial aggregation decentralized water supply DEMATEL district metered area dual reticulation entropy error correction FastICA fault identification finite population effect flooding detection framework hybrid model hydraulic measure hydraulic modelling hydraulic transient Internet of Things inverse transient analysis (ITA) leakage least square support vector machine machine learning metering multi-criteria decision analysis (MCDA) multi-criteria decision-making n/a network sectorization nitrate nitrite optimal sensor placement optimization approach pressure control valve pressure management rainwater harvesting reliability index remote real-time control sample mean sampling design sensitivity smart city smart meter smart stormwater smart water system smart water systems smartness standard error stochastic analysis stochastic consumption topological centrality uncertainty urban water consumption urban water management water data accessibility water demand data water demand forecasting water demand peak factor water distribution monitoring water distribution network water distribution network (WDN) water distribution networks water distribution system water distribution systems water network partitioning water quality monitoring water trading water treatment plant wireless sensor networks |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557333303321 |
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Creaco Enrico
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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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The Effect of Hydrology on Soil Erosion
| The Effect of Hydrology on Soil Erosion |
| Autore | Rodrigo-Comino Jesús |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (244 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
agricultural irrigation
argan Bastam watershed Chaohu Lake Basin different scales environmental assessment erosion Ethiopian highlands eucalyptus experiments field investigation GIS gravel content gully gully erosion susceptibility hillslope morphology hybrid model hydraulic conductivity hydrological processes hydrological properties intertree land degradation land-use loess landslide MARS algorithm modeling models natural resources rainfall simulation rainfall-runoff processes remote sensing robustness roughness runoff RUSLE soil soil and water conservation practices soil conservation soil degradation soil erodibility soil erosion soil loss soil management soil water conservation South Morocco spatiotemporal variation splash erosion static liquefaction surface flow suspended sediment concentration tractor traffic tree urbanization vineyards |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557299403321 |
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Rodrigo-Comino Jesús
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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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