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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 in Sensors, Big Data and Machine Learning in Intelligent Animal Farming
| Advances in Sensors, Big Data and Machine Learning in Intelligent Animal Farming |
| Autore | Qiao Yongliang |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (228 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
absorbing Markov chain
additive manufacturing animal behaviour animal farming animal science animal telemetry animal-centered design audio automated medical image processing body size cascaded model class-balanced focal loss commercial aviary computational ethology computer vision convolutional neural network cow cow behavior analysis cow identification CT scans dairy cow dairy welfare deep learning deep neural network design contributions EfficientDet equine behavior estimation extensive livestock false registrations forage management generative adversarial network group-housed pigs hierarchical clustering instance segmentation intermodality interaction jaw movement laying hens low-frequency tracking machine learning mask scoring R-CNN mastication modularity monitoring mutual information parturition prediction pig identification pig weight precision livestock farming precision livestock management prediction of calving time radar sensors radar signal processing sensorized wearable device signal classification smart collar soft-NMS time budgets tree-based classifier unsupervised machine learning wavelet analysis wearable sensor wearables design YOLACT++ |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576879803321 |
Qiao Yongliang
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Control and Automation
| Control and Automation |
| Autore | Muresan Cristina I |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (136 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
6DOF platform
algebraic Riccati equation battery ageing co-simulation platform control distances experimental tuning fast charging fractional calculus fractional order PID control fractional-order control hierarchical clustering industrial internet of things iteration Kalman filter linear parameter varying system linear quadratic regulator (LQR) lithium-ion batteries mechatronic system moving horizon estimation multidimensional scaling n/a parameter estimation prediction strategy proactive historian robust control sample and hold smart beam state observer tumor growth estimation vibration vibration suppression viscoelasticity water industry |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557781803321 |
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Muresan Cristina I
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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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Control and Automation
| Control and Automation |
| Autore | Muresan Cristina I |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (111 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
6DOF platform
algebraic Riccati equation battery ageing co-simulation platform control distances experimental tuning fast charging fractional calculus fractional order PID control fractional-order control hierarchical clustering industrial internet of things iteration Kalman filter linear parameter varying system linear quadratic regulator (LQR) lithium-ion batteries mechatronic system moving horizon estimation multidimensional scaling n/a parameter estimation prediction strategy proactive historian robust control sample and hold smart beam state observer tumor growth estimation vibration vibration suppression viscoelasticity water industry |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557606003321 |
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Muresan Cristina I
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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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Enhanced Geothermal Systems and other Deep Geothermal Applications throughout Europe: The MEET Project
| Enhanced Geothermal Systems and other Deep Geothermal Applications throughout Europe: The MEET Project |
| Autore | Ledésert Béatrice A |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (544 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
Soultz-Sous-Forêts
geothermal site heat exchanger scales sulfates sulfides As and Sb-bearing galena crystal growth crystal shapes fracture network Death Valley Noble Hills power law distribution multiscale analysis geothermal reservoir characterization Noble Hills granite Owlshead Mountains granite metamorphic grade fluid/rock interactions newly formed minerals element variations geothermal reservoir deep geothermal energy EGS Variscan fold-and-thrust belt district heating and cooling economic indicators CO2 abatement cost sensitivity analysis fracturing processes fluid circulation granite alteration low to moderate regional strain blind geothermal system compositional anomalies hierarchical clustering self-organizing maps unconventional reservoirs geothermal OVSP well seismic data fault fracture geothermal derisking FWI numerical modelling inversion imaging permeability fluid-rock interactions slate temperature time-dependent pressure solution dissolution Soultz-sous-Forêts hydro-thermal modeling conversion clustering upscaling heat electricity scenarios LCOE LCOH NPV CO2 emissions Upper Rhine Graben geothermal brine scaling metal sulfides thermodynamic kinetics oil corrosion geology stress fluid pressure Mohr diagrams fracturing greywackes slates deep geothermal reservoir structural model thermo-hydraulic simulations MEET H2020 project fracture network variability granite spacing distribution fracture intensity P10 well placement CO2-EGS water-EGS discrete fracture networks THM modeling enhanced geothermal systems (EGS) fractured granite core flooding experiments autoclave experiments Cornubian Batholith Enhanced Geothermal Systems (EGS) Variscan rocks quartzite claystone graywacke gouge fracture transmissivity effective stress United Downs hydraulic stimulation equivalent permeability field exposed analogue enhanced geothermal system fractures |
| ISBN | 3-0365-6053-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Enhanced Geothermal Systems and other Deep Geothermal Applications throughout Europe |
| Record Nr. | UNINA-9910639986603321 |
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Ledésert Béatrice A
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Food, Health and Safety in Cross Cultural Consumer Contexts
| Food, Health and Safety in Cross Cultural Consumer Contexts |
| Autore | Byrne Derek V |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (263 p.) |
| Soggetto topico |
Biology, life sciences
Food & society Research & information: general |
| Soggetto non controllato |
age differences
Albanian consumers basic tastes beef bootstrapping Brazil butter preference certification mark Check-All-That-Apply china China circular economy coffee consumer consumer behavior consumer liking consumer preference consumer survey consumers cross cultural study cross-cultural cross-cultural consumer differences cross-culture cultural consumer context dairy Denmark diet environmental concern Finland food handling food hygiene food innovation adoption food quality food reward food safety food security food service industry fruit chips gender differences health health consciousness healthy food consumption hedonic based projective mapping hedonic transfer hierarchical clustering individual differences information behavior Kosovar consumers liking marketing meat substitute meathybrid microbiological risk model matrix n/a oat products optimistic bias organic foods consumerism PGI status plant-based proteins post-ingestive food pleasure post-ingestive sensation purchase intention questionnaire risk risk perception safety food satisfaction sensory sensory attributes social trust taste mixtures taste primaries taste-taste interactions temperature traceability system volatiles Waterford Blaa Western Balkan countries |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557371703321 |
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Byrne Derek 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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Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs
| Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs |
| Autore | Rauch Erwin |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (348 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
advanced manufacturing
anthropocentric design ARENA®, time study artificial intelligence assembly assembly supply chain assessment assessment model awareness Best-Worst Method BPMN business process management cloud platform collaborative robotics complexity indicators concept disambiguation concept investigation customer's perception cyber-physical production systems cyber-physical systems deep learning digital twin e-business modelling energy efficient operation field study hierarchical clustering human factors human-centered design human-machine interaction human-robot collaboration India industry 4.0 Industry 4.0 infeasible configurations Internet of Things knowledge discovery latent semantic analysis logistics 4.0 LSP Lifecycle Model machine learning manufacturing performance manufacturing process model manufacturing sustainability manufacturing system material handling systems MATLAB-Simulink Max-plus Algebra negative complexity Operator 4.0 overall equipment effectiveness physical ergonomics plant factory positive complexity product platform Quality Function Deployment similarity simulation small and medium sized enterprise small and medium sized enterprises small and medium-sized enterprises smart logistics smart manufacturing smart technologies SME SMEs stochastic event sustainability sustainable agriculture sustainable methodologies technology adoption model testing criteria virtual quality management |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557625503321 |
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Rauch Erwin
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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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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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Machine Learning Methods with Noisy, Incomplete or Small Datasets
| Machine Learning Methods with Noisy, Incomplete or Small Datasets |
| Autore | Solé-Casals Jordi |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (316 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
artificial intelligence
Artificial Neural Network auto-encoders binarization COVID19 data augmentation data science deep learning dengue digital-gap Discrete Cosine Transform (DCT) Discrete Fourier Transform (DFT) Discriminant Analysis educational data empirical mode decomposition episodic memory Extreme Learning Machines (ELM) feature elimination feature engineering feature extraction feature importance feature selection few-shot learning functional connectivity functional magnetic resonance imaging gender-gap graph model hierarchical clustering image generation imperfect dataset independent component analysis intelligent decision support Internet of Things (IoT) label correlations machine learning machine translation Markov Chain Monte Carlo (MCMC) multifrequency impedance neural network noise elimination noisy datasets non-negative matrix factorization ontology open contours optimization pairwise evaluation Parkinson's disease permutation-variable importance persistent entropy policy-making support prediction preprocessing recurrent neural network root canal measurement semi-supervised learning shadow detection shadow estimation similarly shaped fish species single sample per person small data-sets small datasets small sample learning smart building social vulnerability sound event detection space consistency sparse representations support-vector machine tensor completion tensor decomposition topological data analysis ultrasound images weighted interpolation map |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557324603321 |
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Solé-Casals Jordi
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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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Nursing and Society
| Nursing and Society |
| Autore | Fernández-Martínez Elena |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (424 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
abuse
activities of daily living adolescents Alzheimer's disease Barthel index burnout cannabis cardiac rehabilitation cardiopulmonary resuscitation care pathway career development chest compression child chronic disease chronic pain chronobiology chronotype circadian rhythm clinical placements clinical skills comorbidity competence congenital heart disease consensus content analysis coping core competencies coronary disease counselling COVID-19 CPR cross-border care cultural perspective data mining daylight saving time (DST) decision-making process Delphi method desynchronization distance East Asian perspective education elderly emergency hospital service experiential learning family fatigue fibromyalgia filial piety foot deformities foot diseases foot pain frailty friendship gender-based violence governance hallux valgus happiness health care health education healthcare providers heart surgery hierarchical clustering higher education homeless illness uncertainty implementation integrated care integrated health care intensive care units interpersonal skills job control job crafting job demands leadership learning management system Life Changing Events long-term care lumbar radiculopathy magnetic resonance mental healthcare nurses method midwifery midwives Morningness-Eveningness Questionnaire (MEQ) multiple sclerosis musculoskeletal diseases near misses network neurodynamic tension tests nurse manager nurse's role nurses nursing nursing care nursing education nursing education research nursing license nursing research nursing shortage nursing student nursing students observation obstetrics older adults older people orthopedic tension tests pandemics parent parenting parents patient satisfaction perception person centered care personal satisfaction physical activity primary care psychology qualitative research quality of health care quality of life resilience resilient rhythms desynchronization risk of medication errors SARS-CoV-2 schools scoping review secondary traumatic stress self-care sense of coherence shift work sleep social care social network analysis social support Spain spontaneous delivery stigma stress students surveys and questionnaires survival teaching telemedicine training transitions turnover turnover intention validation studies video consultation vulnerable population work environment work-life balance workplace workplace violence |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557596703321 |
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Fernández-Martínez Elena
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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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