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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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Advanced Signal Processing in Wearable Sensors for Health Monitoring
| Advanced Signal Processing in Wearable Sensors for Health Monitoring |
| Autore | Abbod Maysam |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (206 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
Anomaly Detection
arterial blood pressure artificial neural network automated dietary monitoring behavioral signals biomedical signal processing blind source separation Cardiovascular Disease central venous pressure continuous arterial blood pressure deep convolutional autoencoder diastolic blood pressure drowsiness detection eating detection eating timing error analysis ECG EEG electrocardiography extreme learning machine frequency-domain features genetic algorithm heart rate measurement hemodynamics Hill muscle model independent component analysis intracranial pressure joint moment prediction long short-term memory machine learning Machine Learning motion artifact multi-wavelength multicriteria optimization multilayer perceptron myocardial infarction n/a non-invasive system online input variables pain detection photoplethysmography physiological signals pulmonary arterial pressure remote BCG remote HR remote PPG Review Signal Processing smart eyeglasses spline stress detection systolic blood pressure vectorcardiography wearable health monitoring wearable sensor |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566462503321 |
Abbod Maysam
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Artificial Intelligence Applications to Smart City and Smart Enterprise
| Artificial Intelligence Applications to Smart City and Smart Enterprise |
| Autore | Impedovo Donato |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (374 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
advance rate
ANFIS-GA Apache Spark Arabic language artificial intelligence artificial training dataset automated driving vehicle autonomous driving Bacterial Foraging algorithm bagging Better Life Index big data big data analysis bus traffic flow prediction cameras computer vision convolution convolutional neural network cyclic dynamics data analysis data mining decision support system deep learning detection diabetes prediction disaster management disease detection driver distraction driver's behavior detection DSS embeddings ensemble learning extreme learning machine Feature Adaptive graph convolutional network Grassmann manifold GRU healthcare high performance computing (HPC) homecare assistance information system image recognition integrated model intelligence transportation system Internet of Things Isolated Microgrid ITS knowledge preservation large-scale database life quality LSTM machine learning machine-learning message scheduling minimizing traffic congestion motion behavior multi-label learning muti-attribute analysis neural architecture search neural network neural networks online learning optimization pattern recognition pedestrian attributes potential pedestrian safety principal component analysis program management quality of life recurrent neural network residual networks risk assessment RNN routing SAEs Saudi dialect semantic attributes recognition sensors shield performance smart car smart cities smart city Smart city smart infotainment smart tourism spatial-temporal dependencies spatio-temporal state analysis surveillance image surveillance video Swarm Intelligence algorithm symptoms detection texting and driving traffic congestion detection traffic flow prediction traffic periodicity traffic prediction traffic speed prediction traffic surveillance video TrafficWave trajectories transfer learning tunnel urban mobility VDTN Vehicle-to-Infrastructure vehicular networks vehicular traffic wavenet |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557295703321 |
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Impedovo Donato
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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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Bistatic HF Radar
| Bistatic HF Radar |
| Autore | Anderson Stuart |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (204 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
bistatic configuration
bistatic HF radar bistatic HFSWR bistatic radar compact HFSWR cyclic cross ambiguity function data fusion directional wave spectrum Doppler spectra electromagnetic scattering experiment verification extended Kalman filter extreme learning machine first-order sea clutter GPS HF radar HFSWR interacting multiple model inversion multiple satellites collaboration OTH radar passive detection radar cross section radar cross section (RCS) radio oceanography remote sensing scattering coefficient sea clutter shipborne HFSWR shore-to-air bistatic HF radar target detection target tracking track association |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557296503321 |
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Anderson Stuart
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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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Intelligent Sensors for Positioning, Tracking, Monitoring, Navigation and Smart Sensing in Smart Cities
| Intelligent Sensors for Positioning, Tracking, Monitoring, Navigation and Smart Sensing in Smart Cities |
| Autore | Li Tiancheng |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (266 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
5G IoT
automatic fare collection system automotive LFMCW radar block-level once sliding detection window calibration car-following classification clustering compass continuous-time model cooperative approach data fusion decision-making deep learning Doppler-frequency estimation ensemble learning exploitation and exploration extended target tracking extreme learning machine Fireworks Algorithm fuzzy inference fuzzy logic gamma-Gaussian-inverse Wishart GNSS Grey Wolf Optimizer histogram of oriented gradient hybrid algorithm indoor positioning Internet of Things Kalman filter laser range finder laser simulator lateral velocity local map localization LoRa LoRaWAN map matching microscopic traffic model MIMU multi-shape detection-window navigation object-detection coprocessor odometer odometry passenger flow forecasting path panning Poisson multi-Bernoulli mixture positioning positioning accuracy power efficiency radial velocity range-only SLAM sensor data sensor fusion signal model simultaneous localization and mapping (SLAM) single access point positioning singular spectrum analysis smart community system softmax state constraints sum of Gaussian (SoG) filter support vector machine Takagi-Sugeno target detection TDoA tensor modeling time series decomposition tracking waveform wheeled mobile robot Wi-Fi camera |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557384803321 |
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Li Tiancheng
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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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Intelligent Soft Sensors
| Intelligent Soft Sensors |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (230 p.) |
| Soggetto topico |
History of engineering and technology
Technology: general issues |
| Soggetto non controllato |
affective computing
bioprocess monitoring BIS index computerized adaptive testing (CAT) D-S evidence theory depth of hypnosis early fire warning EDA electrical resistance executive functions extended Kalman filter extreme learning machine frequency analysis general anesthesia hybrid feature fusion image feature extraction improved mathematical model improved particle swarm algorithm intelligent building system joule heating effect keyframe extraction kinetic model least squares support vector machine modelling multi-source data fusion n/a neurodevelopmental disorders non-linear models nonlinear regression model nonlinear systems observability outliers physiological signals Pichia pastoris population-data-based model prognostic and health management propofol Raman residual model robust observer self-sensing actuation sensor selection shape memory coil simulator sintering quality prediction soft sensor soft sensors soft-sensor based diagnosis spectroscopy state estimation stress detection support vector machine regression model target-controlled infusion total intravenous anesthesia transfer learning variable selection variable stiffness actuation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743269003321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intermetallic Compound
| Intermetallic Compound |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (138 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
AC magnetic susceptibility
Al-rich alloy cerium coercive force CsF-AlF3 flux elastic modulus extreme learning machine flux Ga2O3 GaF3 geikielite gravitational search algorithm high-temperature X-ray diffraction hydrogen generation hysteresis loop intermetallic compound magnesium magnesium master alloy magnesium-zinc-neodymium master alloy magnetic anisotropy constant magnetocaloric effect master alloy synthesis maximum magnetic entropy change mechanical properties mechanical property metallothermic reduction Mg-Zn-Nd MgTiO3 n/a permanent magnets perovskites manganites pore size porous material R-Fe-B intermetallics rare-earth metals residual magnetization simulation sol-gel technique spreadability support vector regression thermal expansion Ti3SiC2 wettability X-ray diffraction Zn addition Zn-Al filler metal Zn(BF4)2 ZnF2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557117503321 |
| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| 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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Modelling of Harbour and Coastal Structures
| Modelling of Harbour and Coastal Structures |
| Autore | Karambas Theophanis V |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (342 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
Balearic Islands
base resistance beach morphology beach nourishment performance bearing capacity analysis Boumerdès Boussinesq equations breakwater breakwater's foundation failure climate change coastal flooding coastal structures column-stabilized fish cage current current speed damage damage characterization damage measurement damage model damage progression design of revetments extreme learning machine field measurements full-scale hydraulic tests General Shoreline beach model harbor historical review horizontal wave force hydrodynamic coefficient immersed-boundary input reduction least squares method level-set long-term morphological modelling machine learning MIKE21 CM FM model uncertainty mortar-grouted riprap revetment n/a Nowshahr port numerical model numerical modelling numerical simulation OpenFOAM overall stability overturning failure pick-up rate pile settlement piles in granular soil porous-media reliability reliability analysis rubble mound breakwaters rubble-mound Saadiyat Island scour sediment transport skin friction sliding failure Smagorinsky subgrid scale model stability assessment sustainable development t-z curves tsunami United Arab Emirates vertical breakwater vertical breakwaters wave wave overtopping wave reflection wave schematization wave setup wave transmission zero-freeboard |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557370503321 |
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Karambas Theophanis V
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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 Systems for Gesture Recognition II
| Sensor Systems for Gesture Recognition II |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (254 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
abnormal gait behavior
adaptive interactive game artificial neural network background clutter biomedical engineering computer vision data glove dataset deep learning deep Q-network electromyography emotion driven emotion judgment system ensemble learning extreme learning machine football force myography forearm amputee frequency emphasis general movements gloss prediction grasshopper optimization algorithm hand gesture recognition hand posture horse locomotion human activity recognition human-computer interactive IMU inertial measurement unit inertial measurement units infant movement analysis k-tournament selection machine learning MARG markerless MIMU motion analysis movement disorders multi-modal OpenPose orientation algorithm benchmarking orientation estimation pattern recognition pose estimation pose-based approach random forest reinforcement learning RGB-D sensor sensor fusion algorithm set of optimal signal features Siamese tracker sign language recognition sports technology surface electromyography surgical education surgical skills assessment test tracking drift training effect trajectory reconstruction transformer virtual hand visual feedback training visual tracking XGBoost |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743280103321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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