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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 Methods of Power Load Forecasting
| Advanced Methods of Power Load Forecasting |
| Autore | García-Díaz J. Carlos |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (128 p.) |
| Soggetto topico |
Physics
Research and information: general |
| Soggetto non controllato |
Artificial Neural Network
attention bidirectional long short-term memory CNN deep learning deep neural network demand DIMS encoder decoder forecast galvanizing Holt-Winters model irregular load long-term forecasting LSTM machine learning multi-layer stacked multiple seasonality neural network online training parameters tuning peak load power system prophet model Prophet model recurrent neural network short-term electrical load forecasting short-term load forecast short-term load forecasting statistical analysis time series |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576883403321 |
García-Díaz J. Carlos
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced Optimization Methods and Big Data Applications in Energy Demand Forecast
| Advanced Optimization Methods and Big Data Applications in Energy Demand Forecast |
| Autore | Gómez Vela Francisco A |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (100 p.) |
| Soggetto topico |
Research & information: general
Technology: general issues |
| Soggetto non controllato |
autoregression
clustering data filtration data processing decision tree deep learning electricity demand energy demand energy efficiency evolutionary computation exponential smoothing forecasting k-nearest neighbors n/a neuroevolution photovoltaic power plant regression residential building short-term forecasting temporal convolutional network time series time series forecasting time-series forecasting |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557776003321 |
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Gómez Vela Francisco A
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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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Applications of Information Theory to Epidemiology
| Applications of Information Theory to Epidemiology |
| Autore | Hughes Gareth |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (238 p.) |
| Soggetto topico |
Biology, life sciences
Research & information: general |
| Soggetto non controllato |
Asiatic citrus canker
Atangana-Baleanu derivative average mutual information balance Bayes' rule binormal Caputo derivative Caputo-Fabrizio derivative deployment deterministic dynamics diagnostic information diagnostic test direct assay early detection Ebola model empirical entropy epidemic model evaluation expected mutual information field diagnostic Fisher scoring algorithm forecast HIV/AIDS epidemic information theory Jensen-Shannon divergence latent class leaf plot likelihood ratio multiple diagnostic tests mutual information n/a negative predictive value Newton-Raphson procedure numerical results observational study positive predictive value predictive ROC curve prevalence probability PROC curve PV-ROC curve regression model relative entropy ROC curve scent signature selection bias sensitivity Shannon entropy specificity SS-ROC curve SS/PV-ROC plot stochastic processes time series transient behavior urinary bladder cancer vaccination and treatment intervention controls |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557759303321 |
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Hughes Gareth
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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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Complexity in Economic and Social Systems
| Complexity in Economic and Social Systems |
| Autore | Drożdż Stanisław |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (534 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
agent-based computational economics
agent-based modelling Baidu Index bargaining BDS central-banking chaos cluster-entropy complex adaptive systems complex network complex networks complex systems complexity economics complexity in stock market complexity of IPOs complexity science conjunctural movements copula functions correlation coefficient correlation dimension correspondence analysis cross-shareholding network cryptocurrencies cybernetics detrended cross-correlations development discrete-time models dual graph dynamic game model dynamical complexity dynamics economic complexity econophysics edge of chaos EMD entropic susceptibilities entropies entropy economics entropy weight TOPSIS Ethiopia Euler characteristic evolutionarily stable strategies evolutionary dynamics evolutionary information search dynamics extreme returns fake news feedback loops finance financial institution financial markets forecasting market risk four-colour theorem gain function GARCH model gender productivity gap general system theory generalized autoregressive conditional heteroscedasticity model (GARCH) generalized Pareto distribution homo oeconomicus inequality information demand information theory information transfer innovative activity IPO timing irreversible processes jump volatility Kondratieff waves land acquisition leveraged trading liquidity benchmark liquidity proxy location quotient Lyapunov macroeconomics macroprudential policy manufacturing industry measure of economic development minimal spanning tree mixture of distribution hypothesis motivation multifractal analysis multivariate transfer entropy municipality mutual information n/a Nash equilibrium network theory non-ergodic ill-behaved inverse problems non-extensive cross-entropy econometrics non-linear dynamics nonlinear dynamics partial determination peaks over threshold platforms for participation Polish Green Island effect power law pricing constraint prosumption public administration sector real estate real option recurrence plots Red Queen effect rumor spreading self-exciting point process Shannon-entropy speculation stock exchange market stock market stock markets stock price crash risk structural entropy systemic risk threshold effect time series time series analysis transfer entropy Tsallis entropy universal complexity measure value at risk volatility clustering volatility estimate wealth condensation websites Zipf law |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557397503321 |
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Drożdż Stanisław
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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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Distributed Energy Resources Management
| Distributed Energy Resources Management |
| Autore | Faria Pedro |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (236 p.) |
| Soggetto non controllato |
ac/dc hybrid microgrid
adaptive droop control advance and retreat method aggregator aggregators ARIMA autonomous operation average consensus algorithm (ACA) black start building energy flexibility business model Cat Swarm Optimization (CSO) clustering co-generation consensus algorithm decision-making under uncertainty demand response Demand Response (DR) Demand Response Unit Commitment (DRUC) demand-side energy management diffusion strategy discrete wavelet transformer distributed generation distributed system domestic energy management system electricity markets energy flexibility energy flexibility potential energy management system energy trading fault localization hierarchical game interval optimization local controller microgrid microgrid (MG) microgrid operation microgrids multi-agent system (MAS) multiplier method non-cooperative game (NCG) optimal bidding optimal operation Powell direction acceleration method power system restoration (PSR) pricing strategy probabilistic programming real-time simulation renewable energy scheduling stochastic programming storage thermal comfort time series transmission line uncertainty Unit Commitment (UC) virtual power plant |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346681403321 |
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Faria Pedro
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Economic Factors of the Development of Agricultural Markets and Rural Areas
| Economic Factors of the Development of Agricultural Markets and Rural Areas |
| Autore | Roman Michał |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (278 p.) |
| Soggetto topico | Development economics and emerging economies |
| Soggetto non controllato |
agricultural products
agriculture agro-trade Axarquía Bayesian business case study cassava price cointegration Common Agricultural Policy Common Market Organization comparative approach correlation crop insurance Czechia dairy products detrended cross-correlation analysis development strategy domestic shocks e-retail economic contribution economic evaluation economic sociology economy endogenous stochastic frontier European Union financial autonomy food import foreign shocks fruit products GARCH-X geographical indication geometric means import risks indigo paste production Indigofera spp. cultivation interest-free community investment fund land suitability local self-government logit model Malaysia market market arena measure of promotion meat prices Mercosur milk municipal firms palm oil price Poland rural municipalities rural tourism rural women empowerment SAW spatial integration sustainable development SVAR model tariff rate quota Thailand third countries time series TOPSIS TOPSIS method trade policy TRQ administration viticulture volatility welfare wine wine routes wineries |
| ISBN | 3-0365-5674-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637780303321 |
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Roman Michał
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Energy Economics and Policy in Developed Countries
| Energy Economics and Policy in Developed Countries |
| Autore | Heshmati Almas |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (230 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
act on low-carbon green growth
Angola announcements ARDL bad output carbon emission efficiency Chinese provinces city management clean buses community-based trust funds currency appreciation data envelopment analysis determinants of inefficiency Dutch disease economic growth economic growth goal electric buses electric market electrical subsystems employment energy economics energy efficiency energy performance certificates environmental degradation goal environmental policy integration environmental regulation environmental regulations EU policy European Union event study expectations export Export-led growth financial sector financial transmission rights (FTR) four components stochastic frontier model FTR auction FTR path evaluation green credit guarantee scheme green energy green finance green investment grey prediction model house prices influencing factors item response theory (IRT) Korea labor productivity manufacturing mean group analysis natural gas oil prices panel data analysis policy analysis power generation psychometrics PV energy cost PV energy savings real exchange rate regional differences renewable energy simulation model stock prices strategy sustainable development the Modified undesirable EBM DEA model time series time-variant efficiency Tobit model true fixed-effects model undesirable output model utilization efficiency water-energy-land nexus weighted scoring method zero emission policy zero-emission buses (ZEB) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557411303321 |
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Heshmati Almas
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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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Feature Papers of Forecasting
| Feature Papers of Forecasting |
| Autore | Leva Sonia |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (186 p.) |
| Soggetto topico | Research and information: general |
| Soggetto non controllato |
(REG) ARIMA
baseline prediction Bates-Granger weights behind-the-meter PV bias correction bus service bus travel time business to business sales prediction cost estimating costumer relation management COVID-19 deep learning Direct Normal Irradiance (DNI) DNI attenuation Index (DAI) ETS evaluation forecast forecasting Google Trends indices Himalayan region Hodrick-Prescott trend IFS/ECMWF intermittent rivers learning curve logistic map machine learning meteorological radar data microsoft azure machine-learning service n/a nowcast optical flow persistence predictive modeling production cost PV output power estimation PV-load decoupling SARS-CoV-2 semi-empirical model snow-fed rivers streamflow forecast verification sustainable urban mobility plan time series transit systems travel time forecasting uniform weights |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557390403321 |
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Leva Sonia
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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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Financial Statistics and Data Analytics
| Financial Statistics and Data Analytics |
| Autore | Liu Shuangzhe |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (232 p.) |
| Soggetto topico | Collecting coins, banknotes, medals and other related items |
| Soggetto non controllato |
ACD models
asymptotic B-splines banking competition Bitcoin bonds Box-Cox transformation capital asset pricing model characteristic function-based estimator convergence analysis credit risk efficiency estimation estimation of systematic risk Euro-Dollar financial incentives financial models fractal scaling GARCH model generalized Birnbaum-Saunders distributions generalized method of moments gold price goodness-of-fit Griddy-Gibs HARCH model heavy tails high-frequency financial data Hill estimator Index parameter intention to leave interest rates job performance job satisfaction Lerner index long range dependence multicollinearity multifactor asset pricing model multifractal processes no-arbitrage NPLs oil price PHARCH model public service motivation ridge regression safe-haven assets seemingly unrelated regression model shrinkage estimator stochastic frontiers Swiss Franc exchange rate t-distribution tests of mean-variance efficiency Theil index time series wrapped stable yeld curve |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557128703321 |
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Liu Shuangzhe
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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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