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AI-ML for Decision and Risk Analysis : Challenges and Opportunities for Normative Decision Theory / / by Louis Anthony Cox Jr
| AI-ML for Decision and Risk Analysis : Challenges and Opportunities for Normative Decision Theory / / by Louis Anthony Cox Jr |
| Autore | Cox Jr Louis Anthony |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (443 pages) |
| Disciplina | 658.4030028563 |
| Collana | International Series in Operations Research & Management Science |
| Soggetto topico |
Operations research
Financial risk management Machine learning Artificial intelligence Markov processes Operations Research and Decision Theory Risk Management Machine Learning Artificial Intelligence Markov Process |
| ISBN | 3-031-32013-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. Received Wisdom -- 1.Rational Decision and Risk Analysis and Irrational Human Behavior -- 2.Data Analytics and Modeling for Improving Decisions -- 3. Natural, Artificial, and Social Intelligence for Decision-Making -- Part 2: Fundamental Challenges for Practical Decision Theory -- 4.Answerable and Unanswerable Questions in Decision and Risk Analysis -- 5.Decision Theory -- 6.Learning Aversion in Benefit-Cost Analysis with Uncertainty -- Part 3: Ways forward 7.Addressing Wicked Problems and Deep Uncertainties in Risk Analysis -- 8.Muddling Through and Deep Learning for Bureaucratic Decision-Making -- 9.Causally Explainable Decision Recommendations using Causal Artificial Intelligence -- Part 4: Public Health Applications -- 10. Re-Assessing Human Mortality Risks Attributed to Agricultural Air Pollution: Insights from Causal Artificial Intelligence -- 11.Toward more Practical Causal Epidemiology and Health Risk Assessment Using Causal Artificial Intelligence -- 12. Clarifying the Meaning of Exposure-Response Curves with Causal AI -- 13. Pushing Back on AI: A Dialogue with ChatGPT -- Index. |
| Record Nr. | UNINA-9910734831203321 |
Cox Jr Louis Anthony
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Diffusion Under Confinement [[electronic resource] ] : A Journey Through Counterintuition / / by Leonardo Dagdug, Jason Peña, Ivan Pompa-García
| Diffusion Under Confinement [[electronic resource] ] : A Journey Through Counterintuition / / by Leonardo Dagdug, Jason Peña, Ivan Pompa-García |
| Autore | Dagdug Leonardo |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (759 pages) |
| Disciplina | 530.13 |
| Altri autori (Persone) |
PeñaJason
Pompa-GarcíaIvan |
| Soggetto topico |
Statistical Physics
Mathematical physics Computer simulation Probabilities Markov processes Biomathematics Computational Physics and Simulations Probability Theory Applied Probability Markov Process Mathematical and Computational Biology |
| ISBN | 3-031-46475-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: History of Brownian Motion in a Nutshell -- Chapter 2: The Random Elevator Game -- Chapter 3: Solution of the Diffusion Equation in Free Space -- Chapter 4: Solution of the Diffusion Equation in Free Space -- Chapter 5: Diffusion Between Two Targets -- Chapter 6: Diffusion in the Presence of a Force Field -- Chapter 7: Trapping Particles Influenced by External Forces -- Chapter 8: Splitting and Breaking Brownian Pathways: Conditional Processes -- Chapter 9: Diffusion With Stochastic Resetting -- Chapter 10: Diffusion With Stochastic Resetting -- Chapter 11: Diffusion With Stochastic Resetting -- Chapter 12: Two-Dimensional Systems -- Chapter 13: Reaction-Diffusion Equations -- Chapter 14: Three-dimensional Systems -- Chapter 15: Trapping Rate Coefficient -- Chapter 16: Trapping Rate Coefficient -- Chapter 17: Fick-Jacobs 1D Reduction -- Chapter 18: Zwanzig 1D Reduction -- Chapter 19: Reguera and Rubi Kinetic Equation -- Chapter 20: Kalinay and Percus Projection Method -- Chapter 21: External Transverse Field: 2D Narrow Channel -- Chapter 22: Periodical Systems -- Chapter 23: Active Brownian Particles -- Chapter 24: Diffusion in Narrow Channels Embedded on Curved Manifolds -- Chapter 25: Representation of a Channel as a Tubular Manifold: Frenet-Serret Moving Frame. |
| Record Nr. | UNINA-9910831007303321 |
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Dagdug Leonardo
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hilbert C- Modules and Quantum Markov Semigroups [[electronic resource] /] / by Lunchuan Zhang
| Hilbert C- Modules and Quantum Markov Semigroups [[electronic resource] /] / by Lunchuan Zhang |
| Autore | Zhang Lunchuan |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (222 pages) |
| Disciplina | 512.55 |
| Soggetto topico |
Operator theory
Functional analysis Markov processes Operator Theory Functional Analysis Markov Process |
| ISBN | 981-9986-68-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Basic Theory of Hilbert C*-modules -- Kasprove’s Stabilization and Fredholm Generalized Index Theory -- Quantum Markov Semigroups and Operator-valued Dirichlet Forms. |
| Record Nr. | UNINA-9910847579803321 |
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Zhang Lunchuan
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Markov Renewal and Piecewise Deterministic Processes [[electronic resource] /] / by Christiane Cocozza-Thivent
| Markov Renewal and Piecewise Deterministic Processes [[electronic resource] /] / by Christiane Cocozza-Thivent |
| Autore | Cocozza-Thivent Christiane |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (XIV, 252 p. 16 illus., 4 illus. in color.) |
| Disciplina | 519.233 |
| Collana | Probability Theory and Stochastic Modelling |
| Soggetto topico |
Markov processes
Computer science - Mathematics Mathematical statistics Markov Process Probability and Statistics in Computer Science Processos de Markov Estadística matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-70447-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tools -- Markov renewal processes and related processes -- First steps with PDMP -- Hitting time distribution -- Intensity of some marked point pocesses -- Generalized Kolmogorov equations -- A martingale approach -- Stability -- Numerical methods -- Switching Processes -- Tools -- Interarrival distribution with several Dirac measures -- Algorithm convergence's proof. |
| Record Nr. | UNISA-996466393303316 |
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Cocozza-Thivent Christiane
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Markov Renewal and Piecewise Deterministic Processes / / by Christiane Cocozza-Thivent
| Markov Renewal and Piecewise Deterministic Processes / / by Christiane Cocozza-Thivent |
| Autore | Cocozza-Thivent Christiane |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (XIV, 252 p. 16 illus., 4 illus. in color.) |
| Disciplina | 519.233 |
| Collana | Probability Theory and Stochastic Modelling |
| Soggetto topico |
Markov processes
Computer science - Mathematics Mathematical statistics Markov Process Probability and Statistics in Computer Science Processos de Markov Estadística matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-70447-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tools -- Markov renewal processes and related processes -- First steps with PDMP -- Hitting time distribution -- Intensity of some marked point pocesses -- Generalized Kolmogorov equations -- A martingale approach -- Stability -- Numerical methods -- Switching Processes -- Tools -- Interarrival distribution with several Dirac measures -- Algorithm convergence's proof. |
| Record Nr. | UNINA-9910484004403321 |
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Cocozza-Thivent Christiane
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Modeling Biomaterials [[electronic resource] /] / edited by Josef Málek, Endre Süli
| Modeling Biomaterials [[electronic resource] /] / edited by Josef Málek, Endre Süli |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2021 |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 610.28 |
| Collana | Nečas Center Series |
| Soggetto topico |
Mathematical models
Stochastic models Markov processes Numerical analysis Continuum mechanics Biomaterials Mathematical Modeling and Industrial Mathematics Stochastic Modelling Markov Process Numerical Analysis Continuum Mechanics Materials biomèdics Models matemàtics Mètodes de simulació |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-88084-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Farago, O., A Beginner's Short Guide to Membrane Biophysics -- Misailidis, G., Ferenc, J., Tsiairis, C., Self-Organization of Tissues through Biochemical and Mechanical Signals -- Righi, M., Balbi, V., Foundations of Viscoelasticity and Application to Soft Tissue Mechanics -- Klika, V., Modeling of Biomaterials as an Application of the Theory of Mixtures -- Miller, R., et al., Modeling Biomechanics in the Healthy and Diseased Heart -- Chabiniok, R., et al., Translational Cardiovascular Modeling: Tetralogy of Fallot and Modeling of Diseases. |
| Record Nr. | UNISA-996466389703316 |
| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Modeling Biomaterials / / edited by Josef Málek, Endre Süli
| Modeling Biomaterials / / edited by Josef Málek, Endre Süli |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2021 |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 610.28 |
| Collana | Nečas Center Series |
| Soggetto topico |
Mathematical models
Stochastic models Markov processes Numerical analysis Continuum mechanics Biomaterials Mathematical Modeling and Industrial Mathematics Stochastic Modelling Markov Process Numerical Analysis Continuum Mechanics Materials biomèdics Models matemàtics Mètodes de simulació |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-88084-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Farago, O., A Beginner's Short Guide to Membrane Biophysics -- Misailidis, G., Ferenc, J., Tsiairis, C., Self-Organization of Tissues through Biochemical and Mechanical Signals -- Righi, M., Balbi, V., Foundations of Viscoelasticity and Application to Soft Tissue Mechanics -- Klika, V., Modeling of Biomaterials as an Application of the Theory of Mixtures -- Miller, R., et al., Modeling Biomechanics in the Healthy and Diseased Heart -- Chabiniok, R., et al., Translational Cardiovascular Modeling: Tetralogy of Fallot and Modeling of Diseases. |
| Record Nr. | UNINA-9910520063803321 |
| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Selected Contributions on Statistics and Data Science in Latin America : 33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1−5 / / edited by Isadora Antoniano-Villalobos, Ramsés H. Mena, Manuel Mendoza, Lizbeth Naranjo, Luis E. Nieto-Barajas
| Selected Contributions on Statistics and Data Science in Latin America : 33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1−5 / / edited by Isadora Antoniano-Villalobos, Ramsés H. Mena, Manuel Mendoza, Lizbeth Naranjo, Luis E. Nieto-Barajas |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (VIII, 154 p. 46 illus., 36 illus. in color.) |
| Disciplina | 519.233 |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Markov processes
Statistics Quantitative research Big data Markov Process Applied Statistics Bayesian Inference Data Analysis and Big Data Big Data |
| ISBN | 3-030-31551-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Anzarut, M., González, L. F., and Ortiz, M. T: A Heavy-tailed Multilevel Mixture Model for the Quick Count in the Mexican Elections of 2018 -- Baltazar, F. and Esparza, L. J. R: Bayesian estimation for the Markov-Modulated Diffusion Risk Model -- Sergio, A. B., Johny, J. P., Ana, B. N., and Purificaci´on, G: Meta-analysis in DTA with hierarchical models Bivariate and HSROC: Simulation study -- Coen, A. and Chaparro, B. G: Compound Dirichlet Processes -- Guti´errez, E. and Walker, S. G: An efficient method to determine the degree of overlap of two multivariate distributions -- Mart´ınez, A. F.: Clustering via non-symmetric partition distributions -- Naranjo, L., Fuentes, R., and P´erez, C, J: A Flexible Replication-Based Classification Approach for Parkinson’s Disease Detection by Using Voice Recordings -- Novoa, F., Espinoza, S. C., P´erez, A. C., and Duque, I. H: Calibration of population growth mathematical models by using time series -- Castro, E. P., Jaimes, F. G., Rodr´ıguez, E. B., Carreto, R. R., Roque, R. L., Leyva, V. V: Impact of the Red Code process using structural equation models -- Esparza, L. J. R.: On a construction of stationary processes via Bilateral Matrix-Exponential distributions -- Richards, E. I. V., Gallagher, E., and Su´arez, P: BoostNet: Bootstrapping detection of socialbots, and a case study from Guatemala. |
| Record Nr. | UNINA-9910360853903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Stationary Processes and Discrete Parameter Markov Processes [[electronic resource] /] / by Rabi Bhattacharya, Edward C. Waymire
| Stationary Processes and Discrete Parameter Markov Processes [[electronic resource] /] / by Rabi Bhattacharya, Edward C. Waymire |
| Autore | Bhattacharya R. N (Rabindra Nath), <1937-> |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (449 pages) |
| Disciplina | 780 |
| Collana | Graduate Texts in Mathematics |
| Soggetto topico |
Stochastic processes
Markov processes Distribution (Probability theory) Probabilities Stochastic Processes Markov Process Distribution Theory Probability Theory Processos estocàstics |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-00943-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Symbol Definition List -- 1. Fourier Analysis: A Brief -- 2. Weakly Stationary Processes and their Spectral Measures -- 3. Spectral Representation of Stationary Processes -- 4. Birkhoff’s Ergodic Theorem -- 5. Subadditive Ergodic Theory -- 6. An Introduction to Dynamical Systems -- 7. Markov Chains -- 8. Markov Processes with General State Space -- 9. Stopping Times and the Strong Markov Property -- 10. Transience and Recurrence of Markov Chains -- 11. Birth–Death Chains -- 12. Hitting Probabilities & Absorption -- 13. Law of Large Numbers and Invariant Probability for Markov Chains by Renewal Decomposition -- 14. The Central Limit Theorem for Markov Chains by Renewal Decomposition -- 15. Martingale Central Limit Theorem -- 16. Stationary Ergodic Markov Processes: SLLN & FCLT -- 17. Linear Markov Processes -- 18. Markov Processes Generated by Iterations of I.I.D. Maps -- 19. A Splitting Condition and Geometric Rates of Convergence to Equilibrium -- 20. Irreducibility and Harris Recurrent Markov Processes -- 21. An Extended Perron–Frobenius Theorem and Large Deviation Theory for Markov Processes -- 22. Special Topic: Applications of Large Deviation Theory -- 23. Special Topic: Associated Random Fields, Positive Dependence, FKG Inequalities -- 24. Special Topic: More on Coupling Methods and Applications -- 25. Special Topic: An Introduction to Kalman Filter -- A. Spectral Theorem for Compact Self-Adjoint Operators and Mercer’s Theorem -- B. Spectral Theorem for Bounded Self-Adjoint Operators -- C. Borel Equivalence for Polish Spaces -- D. Hahn–Banach, Separation, and Representation Theorems in Functional Analysis -- References -- Author Index -- Subject Index. |
| Record Nr. | UNISA-996503552703316 |
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Bhattacharya R. N (Rabindra Nath), <1937->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Stationary Processes and Discrete Parameter Markov Processes / / by Rabi Bhattacharya, Edward C. Waymire
| Stationary Processes and Discrete Parameter Markov Processes / / by Rabi Bhattacharya, Edward C. Waymire |
| Autore | Bhattacharya R. N (Rabindra Nath), <1937-> |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (449 pages) |
| Disciplina | 780 |
| Collana | Graduate Texts in Mathematics |
| Soggetto topico |
Stochastic processes
Markov processes Distribution (Probability theory) Probabilities Stochastic Processes Markov Process Distribution Theory Probability Theory Processos estocàstics |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-00943-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Symbol Definition List -- 1. Fourier Analysis: A Brief -- 2. Weakly Stationary Processes and their Spectral Measures -- 3. Spectral Representation of Stationary Processes -- 4. Birkhoff’s Ergodic Theorem -- 5. Subadditive Ergodic Theory -- 6. An Introduction to Dynamical Systems -- 7. Markov Chains -- 8. Markov Processes with General State Space -- 9. Stopping Times and the Strong Markov Property -- 10. Transience and Recurrence of Markov Chains -- 11. Birth–Death Chains -- 12. Hitting Probabilities & Absorption -- 13. Law of Large Numbers and Invariant Probability for Markov Chains by Renewal Decomposition -- 14. The Central Limit Theorem for Markov Chains by Renewal Decomposition -- 15. Martingale Central Limit Theorem -- 16. Stationary Ergodic Markov Processes: SLLN & FCLT -- 17. Linear Markov Processes -- 18. Markov Processes Generated by Iterations of I.I.D. Maps -- 19. A Splitting Condition and Geometric Rates of Convergence to Equilibrium -- 20. Irreducibility and Harris Recurrent Markov Processes -- 21. An Extended Perron–Frobenius Theorem and Large Deviation Theory for Markov Processes -- 22. Special Topic: Applications of Large Deviation Theory -- 23. Special Topic: Associated Random Fields, Positive Dependence, FKG Inequalities -- 24. Special Topic: More on Coupling Methods and Applications -- 25. Special Topic: An Introduction to Kalman Filter -- A. Spectral Theorem for Compact Self-Adjoint Operators and Mercer’s Theorem -- B. Spectral Theorem for Bounded Self-Adjoint Operators -- C. Borel Equivalence for Polish Spaces -- D. Hahn–Banach, Separation, and Representation Theorems in Functional Analysis -- References -- Author Index -- Subject Index. |
| Record Nr. | UNINA-9910633936303321 |
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Bhattacharya R. N (Rabindra Nath), <1937->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soggetto topico
-
Markov Process
(11)
- Markov processes (11)
- Probabilities (4)
- Probability Theory (4)
- Processos estocàstics (3)