Learning in the Absence of Training Data [[electronic resource] /] / by Dalia Chakrabarty |
Autore | Chakrabarty Dalia |
Edizione | [1st ed. 2023.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
Descrizione fisica | 1 online resource (241 pages) |
Disciplina | 006.31015195 |
Soggetto topico |
Statistics
Data mining Probabilities Statistical Theory and Methods Bayesian Inference Data Mining and Knowledge Discovery Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences Probability Theory Aprenentatge automàtic Mètodes estadístics Estadística bayesiana |
Soggetto genere / forma | Llibres electrònics |
ISBN | 3-031-31011-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 1 Bespoke Learning to generate originally-absent training data -- 2 Forecasting by Learning Evolution-Driver - Application to Forecasting New COVID19 Infections -- 3 Potential to Density - Application to Learning Galactic Gravitational Mass Density -- 4 Bespoke Learning in Static Systems - Application to Learning Sub-surface Material Density Function -- 5 Bespoke Learning of Output using Inter-Network Distance - Application to Haematology-Oncology -- A Bayesian inference by posterior sampling using MCMC. |
Record Nr. | UNINA-9910734827103321 |
Chakrabarty Dalia | ||
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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The nature of statistical learning theory : with 50 illustrations / Vladimir N. Vapnik |
Autore | VAPNIK, Vladimir N. |
Edizione | [2. ed.] |
Pubbl/distr/stampa | New York : Springer, 2000 |
Descrizione fisica | XIX, 314 p. : ill. ; 24 cm |
Disciplina | 006.31015195 |
Collana | Statistics for engineering and information science |
Soggetto topico | Intelligenza artificiale - Metodi statistici |
ISBN | 0-387-98780-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-990000712350203316 |
VAPNIK, Vladimir N. | ||
New York : Springer, 2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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