Gaussian processes for Machine learning / Carl Edward Rasmussen, Christopher K. I. Williams |
Autore | Rasmussen, Carl Edward |
Pubbl/distr/stampa | Cambridge, : The MIT Press, 2006 |
Descrizione fisica | XVIII, 248 p. ; 26 cm |
Disciplina | 519.23 |
Altri autori (Persone) | Williams, Christopher K. I. |
Soggetto topico | Macchine - Apprendimento |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNICAS-RML0317560 |
Rasmussen, Carl Edward | ||
Cambridge, : The MIT Press, 2006 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Cassino | ||
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Growth and diffusion phenomena : mathematical frameworks and applications / Robert B. Banks |
Autore | Banks, Robert B. |
Pubbl/distr/stampa | Berlin : Springer-Verlag, c1994 |
Descrizione fisica | xix, 455 p. : ill. ; 25 cm. |
Disciplina | 519.23 |
Collana | Texts in applied mathematics, 0939-2475 ; 14 |
Soggetto topico |
Diffusion processes
Growth-Mathematical models |
ISBN | 3540555072 |
Classificazione |
AMS 60J60
AMS 90-01 AMS 90A16 AMS 92-01 AMS 92C30 AMS 92D40 AMS 92H10 AMS 94A05 QA247.75.836 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISALENTO-991000966419707536 |
Banks, Robert B. | ||
Berlin : Springer-Verlag, c1994 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. del Salento | ||
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High-dimensional nonlinear diffusion stochastic processes [[electronic resource] ] : modelling for engineering applications / / Yevgeny Mamontov, Magnus Willander |
Autore | Mamontov Yevgeny <1955-> |
Pubbl/distr/stampa | Singapore ; ; River Edge, NJ, : World Scientific, 2001 |
Descrizione fisica | 1 online resource (322 p.) |
Disciplina | 519.23 |
Altri autori (Persone) | WillanderM |
Collana | Series on advances in mathematics for applied sciences |
Soggetto topico |
Engineering - Mathematical models
Stochastic processes Diffusion processes Differential equations, Nonlinear |
Soggetto genere / forma | Electronic books. |
ISBN |
1-281-95622-8
9786611956226 981-281-054-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Contents ; Preface ; Chapter 1 Introductory Chapter ; 1.1 Prerequisites for Reading ; 1.2 Random Variable. Stochastic Process. Random Field. High-Dimensional Process. One-Point Process
1.3 Two-Point Process. Expectation. Markov Process. Example of Non-Markov Process Associated with Multidimensional Markov Process 1.4 Preceding Subsequent and Transition Probability Densities. The Chapman-Kolmogorov Equation. Initial Condition for Markov Process 1.4.1 The Chapman-Kolmogorov equation 1.4.2 Initial condition for Markov process ; 1.5 Homogeneous Markov Process. Example of Markov Process: The Wiener Process ; 1.6 Expectation Variance and Standard Deviations of Markov Process 1.7 Invariant and Stationary Markov Processes. Covariance. Spectral Densities 1.8 Diffusion Process ; 1.9 Example of Diffusion Processes: Solutions of Ito's Stochastic Ordinary Differential Equation ; 1.10 The Kolmogorov Backward Equation 1.11 Figures of Merit. Diffusion Modelling of High-Dimensional Systems 1.12 Common Analytical Techniques to Determine Probability Densities of Diffusion Processes. The Kolmogorov Forward Equation ; 1.12.1 Probability density ; 1.12.2 Invariant probability density 1.12.3 Stationary probability density |
Record Nr. | UNINA-9910454383903321 |
Mamontov Yevgeny <1955-> | ||
Singapore ; ; River Edge, NJ, : World Scientific, 2001 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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High-dimensional nonlinear diffusion stochastic processes [[electronic resource] ] : modelling for engineering applications / / Yevgeny Mamontov, Magnus Willander |
Autore | Mamontov Yevgeny <1955-> |
Pubbl/distr/stampa | Singapore ; ; River Edge, NJ, : World Scientific, 2001 |
Descrizione fisica | 1 online resource (322 p.) |
Disciplina | 519.23 |
Altri autori (Persone) | WillanderM |
Collana | Series on advances in mathematics for applied sciences |
Soggetto topico |
Engineering - Mathematical models
Stochastic processes Diffusion processes Differential equations, Nonlinear |
ISBN |
1-281-95622-8
9786611956226 981-281-054-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Contents ; Preface ; Chapter 1 Introductory Chapter ; 1.1 Prerequisites for Reading ; 1.2 Random Variable. Stochastic Process. Random Field. High-Dimensional Process. One-Point Process
1.3 Two-Point Process. Expectation. Markov Process. Example of Non-Markov Process Associated with Multidimensional Markov Process 1.4 Preceding Subsequent and Transition Probability Densities. The Chapman-Kolmogorov Equation. Initial Condition for Markov Process 1.4.1 The Chapman-Kolmogorov equation 1.4.2 Initial condition for Markov process ; 1.5 Homogeneous Markov Process. Example of Markov Process: The Wiener Process ; 1.6 Expectation Variance and Standard Deviations of Markov Process 1.7 Invariant and Stationary Markov Processes. Covariance. Spectral Densities 1.8 Diffusion Process ; 1.9 Example of Diffusion Processes: Solutions of Ito's Stochastic Ordinary Differential Equation ; 1.10 The Kolmogorov Backward Equation 1.11 Figures of Merit. Diffusion Modelling of High-Dimensional Systems 1.12 Common Analytical Techniques to Determine Probability Densities of Diffusion Processes. The Kolmogorov Forward Equation ; 1.12.1 Probability density ; 1.12.2 Invariant probability density 1.12.3 Stationary probability density |
Record Nr. | UNINA-9910782389003321 |
Mamontov Yevgeny <1955-> | ||
Singapore ; ; River Edge, NJ, : World Scientific, 2001 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
High-dimensional nonlinear diffusion stochastic processes [[electronic resource] ] : modelling for engineering applications / / Yevgeny Mamontov, Magnus Willander |
Autore | Mamontov Yevgeny <1955-> |
Pubbl/distr/stampa | Singapore ; ; River Edge, NJ, : World Scientific, 2001 |
Descrizione fisica | 1 online resource (322 p.) |
Disciplina | 519.23 |
Altri autori (Persone) | WillanderM |
Collana | Series on advances in mathematics for applied sciences |
Soggetto topico |
Engineering - Mathematical models
Stochastic processes Diffusion processes Differential equations, Nonlinear |
ISBN |
1-281-95622-8
9786611956226 981-281-054-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Contents ; Preface ; Chapter 1 Introductory Chapter ; 1.1 Prerequisites for Reading ; 1.2 Random Variable. Stochastic Process. Random Field. High-Dimensional Process. One-Point Process
1.3 Two-Point Process. Expectation. Markov Process. Example of Non-Markov Process Associated with Multidimensional Markov Process 1.4 Preceding Subsequent and Transition Probability Densities. The Chapman-Kolmogorov Equation. Initial Condition for Markov Process 1.4.1 The Chapman-Kolmogorov equation 1.4.2 Initial condition for Markov process ; 1.5 Homogeneous Markov Process. Example of Markov Process: The Wiener Process ; 1.6 Expectation Variance and Standard Deviations of Markov Process 1.7 Invariant and Stationary Markov Processes. Covariance. Spectral Densities 1.8 Diffusion Process ; 1.9 Example of Diffusion Processes: Solutions of Ito's Stochastic Ordinary Differential Equation ; 1.10 The Kolmogorov Backward Equation 1.11 Figures of Merit. Diffusion Modelling of High-Dimensional Systems 1.12 Common Analytical Techniques to Determine Probability Densities of Diffusion Processes. The Kolmogorov Forward Equation ; 1.12.1 Probability density ; 1.12.2 Invariant probability density 1.12.3 Stationary probability density |
Record Nr. | UNINA-9910826713703321 |
Mamontov Yevgeny <1955-> | ||
Singapore ; ; River Edge, NJ, : World Scientific, 2001 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Highly structured stochastic system / edited by Peter J. Green, Nils Lid Hjort, Sylvia Richardson |
Pubbl/distr/stampa | Oxford : Oxford University Press, 2003 |
Descrizione fisica | XXII, 509 p. ; 24 cm |
Disciplina | 519.23(Processi aleatori (processi stocastici)) |
Soggetto topico | Processi stocastici |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-990005409140203316 |
Oxford : Oxford University Press, 2003 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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Inequalities for stochastic processes : (how to gamble if you must) / Lester E. Dubins, Leonard J. Savage |
Autore | DUBINS, Lester E. |
Pubbl/distr/stampa | New York : Dover, copyr. 1976 |
Descrizione fisica | XIV, 251 p. ; 21 cm |
Disciplina | 519.23 |
Altri autori (Persone) | SAVAGE, Leonard J. |
Collana | Dover books on advanced mathematics |
Soggetto topico | Giochi d'azzardo - Tecniche e problemi |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-990001532600203316 |
DUBINS, Lester E. | ||
New York : Dover, copyr. 1976 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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Inequalities for stochastic processes : how to gamble if you must / Lester E. Dubins, Leonard J. Savage |
Autore | Dubins, Lester E. |
Pubbl/distr/stampa | New York : Dover, 1976 |
Descrizione fisica | xiv, 251 p. : graphs ; 21 cm. |
Disciplina | 519.23 |
Altri autori (Persone) | Savage, Leonard Jimmie |
Soggetto topico |
Gambling
Games of chance (Mathematics) Inequalities Stochastic processes |
ISBN | 0486632830 |
Classificazione |
AMS 60A
AMS 60G QA271 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISALENTO-991000993999707536 |
Dubins, Lester E. | ||
New York : Dover, 1976 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. del Salento | ||
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Information, weight of evidence, the singularity between probability measures and signal detection / David Bridston Osteyee, Irving John Good |
Autore | Osteyee, David Bridston |
Pubbl/distr/stampa | Berlin : Springer-Verlag, 1974 |
Descrizione fisica | xi, 156 p. ; 24 cm |
Disciplina | 519.23 |
Altri autori (Persone) | Good, Irving Johnauthor |
Collana | Lecture notes in mathematics, 0075-8434 ; 376 |
Soggetto topico |
Gaussian processes
Measure theory Probability measures Signal detection Statistical communication theory |
ISBN | 3540067264 |
Classificazione |
AMS 60G35
AMS 94A15 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISALENTO-991000997069707536 |
Osteyee, David Bridston | ||
Berlin : Springer-Verlag, 1974 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. del Salento | ||
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An innovation approach to random fields [[electronic resource] ] : application of white noise theory / / Takeyuki Hida, Si Si |
Autore | Hida Takeyuki <1927-2017.> |
Pubbl/distr/stampa | Singapore ; ; London, : World Scientific, c2004 |
Descrizione fisica | 1 online resource (204 p.) |
Disciplina | 519.23 |
Altri autori (Persone) | SiSi |
Soggetto topico |
Stochastic analysis
Random fields |
ISBN |
1-281-87696-8
9786611876968 981-256-538-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface; Contents; 1. Introduction; 2. White Noise; 3. Poisson Noise; 4. Random Fields; 5 Gaussian Random Fields; 6 Some Non-Gaussian Random Fields; 7 Variational Calculus For Random Fields; 8 Innovation Approach; 9 Reversibility; 10 Applications; Appendix; Epilogue; List of Notations; Bibliography; Index |
Record Nr. | UNINA-9910783223503321 |
Hida Takeyuki <1927-2017.> | ||
Singapore ; ; London, : World Scientific, c2004 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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