Approximate Bayesian Inference |
Autore | Alquier Pierre |
Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
Descrizione fisica | 1 electronic resource (508 p.) |
Soggetto topico |
Research & information: general
Mathematics & science |
Soggetto non controllato |
bifurcation
dynamical systems Edward–Sokal coupling mean-field Kullback–Leibler divergence variational inference Bayesian statistics machine learning variational approximations PAC-Bayes expectation-propagation Markov chain Monte Carlo Langevin Monte Carlo sequential Monte Carlo Laplace approximations approximate Bayesian computation Gibbs posterior MCMC stochastic gradients neural networks Approximate Bayesian Computation differential evolution Markov kernels discrete state space ergodicity Markov chain probably approximately correct variational Bayes Bayesian inference Markov Chain Monte Carlo Sequential Monte Carlo Riemann Manifold Hamiltonian Monte Carlo integrated nested laplace approximation fixed-form variational Bayes stochastic volatility network modeling network variability Stiefel manifold MCMC-SAEM data imputation Bethe free energy factor graphs message passing variational free energy variational message passing approximate Bayesian computation (ABC) differential privacy (DP) sparse vector technique (SVT) Gaussian particle flow variable flow Langevin dynamics Hamilton Monte Carlo non-reversible dynamics control variates thinning meta-learning hyperparameters priors online learning online optimization gradient descent statistical learning theory PAC–Bayes theory deep learning generalisation bounds Bayesian sampling Monte Carlo integration PAC-Bayes theory no free lunch theorems sequential learning principal curves data streams regret bounds greedy algorithm sleeping experts entropy robustness statistical mechanics complex systems |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
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Lo trovi qui: Univ. Federico II | ||
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Complexity in Economic and Social Systems |
Autore | Drożdż Stanisław |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
Descrizione fisica | 1 electronic resource (534 p.) |
Soggetto topico | Information technology industries |
Soggetto non controllato |
volatility clustering
Baidu Index information demand generalized autoregressive conditional heteroscedasticity model (GARCH) mixture of distribution hypothesis speculation land acquisition motivation real estate development Ethiopia systemic risk macroprudential policy agent-based modelling inequality central-banking information transfer transfer entropy stock markets econophysics complexity science information theory economic complexity evolutionary dynamics network theory leveraged trading stock price crash risk threshold effect complexity in stock market entropy economics non-extensive cross-entropy econometrics non-ergodic ill-behaved inverse problems general system theory non-linear dynamics complex adaptive systems homo oeconomicus edge of chaos complexity economics pricing constraint IPO timing dynamic game model real option complexity of IPOs financial institution complex network jump volatility entropy weight TOPSIS structural entropy stock market EMD cluster-entropy Shannon-entropy financial markets time series dynamics Tsallis entropy copula functions cross-shareholding network finance cryptocurrencies multivariate transfer entropy complex networks liquidity proxy liquidity benchmark volatility estimate correlation coefficient partial determination mutual information forecasting market risk value at risk extreme returns peaks over threshold self-exciting point process discrete-time models generalized Pareto distribution dynamical complexity universal complexity measure irreversible processes entropies entropic susceptibilities complex systems multifractal analysis detrended cross-correlations minimal spanning tree wealth condensation agent-based computational economics bargaining gain function macroeconomics innovative activity manufacturing industry conjunctural movements cybernetics feedback loops correspondence analysis Polish Green Island effect Red Queen effect Kondratieff waves power law Zipf law gender productivity gap fake news rumor spreading Nash equilibrium evolutionarily stable strategies evolutionary information search dynamics nonlinear dynamics chaos time series analysis stock exchange market Lyapunov recurrence plots BDS correlation dimension GARCH model measure of economic development websites public administration sector municipality four-colour theorem prosumption platforms for participation location quotient dual graph Euler characteristic |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910557397503321 |
Drożdż Stanisław
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
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Lo trovi qui: Univ. Federico II | ||
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Condensed-Matter-Principia Based Information & Statistical Measures : From Classical to Quantum |
Autore | Gadomski Adam |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
Descrizione fisica | 1 electronic resource (166 p.) |
Soggetto topico | Research & information: general |
Soggetto non controllato |
entropy
second law thermodynamics Shannon measure of information information theory surface plasmons fractals quantum plasmonics beyond dipole entanglement electromagnetically induced transparency cross-Kerr nonlinearity Gazeau–Klauder coherent states Helstrom bound chemical computing oscillatory reaction genetic optimization classification problem interacting oscillators Flory–De Gennes exponent conformation of protein albumin non-gaussian chain non-isothermal characteristics Fisher’s test Kullback–Leibler divergence network flow channel probability distribution Shannon information measure cross-entropy drones swarms robustness information classical vs. quantum system condensed matter soft matter complex systems |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Condensed-Matter-Principia Based Information & Statistical Measures |
Record Nr. | UNINA-9910557512803321 |
Gadomski Adam
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
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Lo trovi qui: Univ. Federico II | ||
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Development of Microbial Ecological Theory: Stability, Plasticity, and Evolution of Microbial Ecosystems |
Autore | Shin Haruta |
Pubbl/distr/stampa | Frontiers Media SA, 2017 |
Descrizione fisica | 1 electronic resource (156 p.) |
Collana | Frontiers Research Topics |
Soggetto non controllato |
ecological theory
self-organization complex systems simulation mathematical modeling interspecies interaction Microbial ecosystems evolution resilience Dynamic equilibrium |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Development of Microbial Ecological Theory |
Record Nr. | UNINA-9910220055003321 |
Shin Haruta
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Frontiers Media SA, 2017 | ||
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Lo trovi qui: Univ. Federico II | ||
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Dynamics Days Latin America and the Caribbean 2018 / Arturo C. Martí, Nicolás Rubido |
Autore | Martí Arturo C |
Pubbl/distr/stampa | Basel, Switzerland : , : MDPI, , 2019 |
Descrizione fisica | 1 electronic resource (142 p.) |
Soggetto non controllato |
self-organization
temporal aliasing effect point scatterer recurrence time calcium signals theta neuron synchrony neural network reaction fronts cyclic dynamics annular billiard convection local field potential complex systems Dicke model coupled oscillators diffusive instabilities Slater’s theorem stochastic processes nonlinear dynamics computational methods waves ecological methods sampling rates out of equilibrium system predator–prey system IP3Rs dsitribution birthday problem mean field models population dynamics puffs delay bifurcation epidemic models suppression of synchronization population biology Lyapunov exponent Markov processes synchronization |
ISBN |
9783039215041
3039215043 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910367759203321 |
Martí Arturo C
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Basel, Switzerland : , : MDPI, , 2019 | ||
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Lo trovi qui: Univ. Federico II | ||
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Entropy Applications in Environmental and Water Engineering |
Autore | Cui Huijuan |
Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
Descrizione fisica | 1 electronic resource (512 p.) |
Soggetto non controllato |
hydrological risk analysis
modeling water level Poyang Lake basin trend composite multiscale sample entropy flood frequency analysis canopy flow precipitation water resources complex systems frequency analysis optimization combined forecast neural network forecast entropy spectral analysis time series analysis environmental engineering hydrometric network sea surface temperature kernel density estimation robustness turbulent flow entropy production connection entropy flux concentration relation turbulence tropical rainfall generalized gamma (GG) distribution multi-events El Niño joint entropy entropy weighting method Anhui Province changing environment complexity multiplicative cascades Tsallis entropy Hexi corridor coherent structures water resources vulnerability uncertainty variability flow entropy Hei River basin fuzzy analytic hierarchy process substitute crop yield conditional entropy production entropy flow duration curve mean annual runoff temperature hydrometeorological extremes resilience Loess Plateau information entropy scaling water distribution networks cross entropy randomness forewarning model entropy applications quaternary catchment spatio-temporal variability probability distribution function ant colony fuzzy clustering radar continuous probability distribution functions Shannon entropy informational entropy information confidence intervals marginal entropy rainfall forecast entropy of information streamflow power laws bootstrap aggregating maximum entropy-copula method spatial and dynamics characteristic projection pursuit set pair analysis entropy theory water resource carrying capacity entropy parameter precipitation frequency analysis principle of maximum entropy information theory stochastic processes network design complement cross elasticity climacogram methods of moments hydrology bagging principle of maximum entropy (POME) rainfall network entropy ensemble filter ensemble model simulation criterion Lagrangian function Beta-Lognormal model cross-entropy minimization ANN configurational entropy variation of information statistical scaling EEF method water monitoring maximum likelihood estimation GB2 distribution NDVI four-parameter exponential gamma distribution hydraulics spatial optimization Kolmogorov complexity bootstrap neural networks mutual information accelerating genetic algorithm groundwater depth rainfall tropical Pacific water engineering monthly streamflow forecasting ENSO nonlinear relation Bayesian technique non-point source pollution Burg entropy data-scarce scaling laws soil water content arid region land suitability evaluation information transfer |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910346686803321 |
Cui Huijuan
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MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
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Lo trovi qui: Univ. Federico II | ||
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Fractional Calculus and the Future of Science |
Autore | West Bruce J |
Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
Descrizione fisica | 1 electronic resource (312 p.) |
Soggetto topico |
Research & information: general
Mathematics & science |
Soggetto non controllato |
fractional diffusion
continuous time random walks reaction-diffusion equations reaction kinetics multidimensional scaling fractals fractional calculus financial indices entropy Dow Jones complex systems Skellam process subordination Lévy measure Poisson process of order k running average complexity chaos logistic differential equation liouville-caputo fractional derivative local discontinuous Galerkin methods stability estimate Mittag-Leffler functions Wright functions fractional relaxation diffusion-wave equation Laplace and Fourier transform fractional Poisson process complex systems distributed-order operators viscoelasticity transport processes control theory fractional order PID control PMSM frequency-domain control design optimal tuning Gaussian watermarks statistical assessment false positive rate semi-fragile watermarking system fractional dynamics fractional-order thinking heavytailedness big data machine learning variability diversity telegrapher's equations fractional telegrapher's equation continuous time random walk transport problems fractional conservations laws variable fractional model turbulent flows fractional PINN physics-informed learning |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910566468103321 |
West Bruce J
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Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
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Lo trovi qui: Univ. Federico II | ||
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Kinetic Theory and Swarming Tools to Modeling Complex Systems—Symmetry problems in the Science of Living Systems |
Autore | Bellomo Nicola |
Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
Descrizione fisica | 1 electronic resource (118 p.) |
Soggetto non controllato |
short- and long-range interactions
living systems stress conditions learning symmetric interactions active particles conformist society kinetic equations kinetic models complex systems safety haptotaxis opinion dynamics multiscale modeling individualistic society CVaR kinetic theory social dynamics boundary conditions pattern formation crowd dynamics integro-differential equations scaling Efficient frontier cell movement vehicular traffic Crowd dynamics learning dynamics |
ISBN | 3-03928-880-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910404075503321 |
Bellomo Nicola
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MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
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Lo trovi qui: Univ. Federico II | ||
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Mathematical and Numerical Analysis of Nonlinear Evolution Equations : Advances and Perspectives |
Autore | Bianca Carlo |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
Descrizione fisica | 1 electronic resource (208 p.) |
Soggetto topico |
Research & information: general
Mathematics & science |
Soggetto non controllato |
boundedness
delay Hopf bifurcation Lyapunov functional stability SEIQRS-V model kinetic theory integro-differential equations complex systems evolution equations thermostat nonequilibrium stationary states discrete Fourier transform discrete kinetic theory nonlinearity fractional operators Cahn–Hilliard systems well-posedness regularity optimal control necessary optimality conditions Schrödinger equation Davydov’s model partial differential equations exact solutions fractional derivative abstract Cauchy problem C0−semigroup inverse problem active particles autoimmune disease degenerate equations real activity variable Cauchy problem electric circuit equations wardoski contraction almost (s, q)—Jaggi-type b—metric-like spaces second-order differential equations dynamical systems compartment model epidemics basic reproduction number |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Mathematical and Numerical Analysis of Nonlinear Evolution Equations |
Record Nr. | UNINA-9910557602903321 |
Bianca Carlo
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
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Lo trovi qui: Univ. Federico II | ||
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New Approaches in Social, Environmental Management and Policy to Address SDGs |
Autore | Martinez-Nuñez Margarita |
Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
Descrizione fisica | 1 electronic resource (250 p.) |
Soggetto topico | Development economics & emerging economies |
Soggetto non controllato |
ecological footprint
environmental performance of SMEs 2030 Agenda sustainable development goals (SDGs) systemic sustainability analysis SDG targets prioritization sustainability project management scheduling public infrastructures Z-fuzzy number sustainable development goals facilitating factors implementation regional and local planning Norway capability assessment business incubator maturity model Thailand agro-food business small and medium enterprise (SME) Food and Agriculture Organization (FAO) Agenda 2030 regime analysis United Nations Sustainable Development Goals ecosystem services forest forestry management practices European Green Deal sustainable development financing impact fund sustainable urban drainage systems green infrastructures stormwater green infrastructure Mediterranean climate arid climate template climate Spain hazardous waste shipment network analysis gross domestic product per capita disposal proximity principle self-sufficiency principle complex systems industrial ecology urban-industrial symbiosis urban-industrial systems urban metabolism ecosystem service observational scale trade-off hot/cold-spot Ussuri watershed country risk developing economies governance institutional quality low-income countries SDGs community empowerment energy transition rural depopulation Sustainable Development Goals (SDGs) |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910557612203321 |
Martinez-Nuñez Margarita
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Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
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Lo trovi qui: Univ. Federico II | ||
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