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1. |
Record Nr. |
UNINA9910453283703321 |
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Autore |
Riggelsen Carsten |
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Titolo |
Approximation methods for efficient learning of Bayesian networks [[electronic resource] /] / Carsten Riggelsen |
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Pubbl/distr/stampa |
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Amsterdam ; ; Washington, DC, : IOS Press, c2008 |
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ISBN |
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6611733337 |
1-281-73333-4 |
9786611733339 |
1-60750-298-4 |
600-00-0346-3 |
1-4337-1131-1 |
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Descrizione fisica |
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1 online resource (148 p.) |
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Collana |
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Frontiers in artificial intelligence and applications ; ; v. 168 |
Dissertations in artificial intelligence |
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Disciplina |
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Soggetti |
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Bayesian statistical decision theory |
Machine learning |
Neural networks (Computer science) |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. [133]-137). |
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Nota di contenuto |
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Title page; Contents; Foreword; Introduction; Preliminaries; Learning Bayesian Networks from Data; Monte Carlo Methods and MCMC Simulation; Learning from Incomplete Data; Conclusion; References |
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Sommario/riassunto |
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This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations are implemented, such that learning remains feasible, albeit non-Bayesian. The topics discussed are: basic concepts about probabilities, graph theory and conditional independence; Bayesian network learning from data; Monte Carlo simulation techniques; and, the concept of incomplete data. In |
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2. |
Record Nr. |
UNINA9910790671003321 |
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Autore |
Meunier Yann A |
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Titolo |
Tropical diseases : a practical guide for medical practitioners and students / / Yann A. Meunier ; with contributions from Michael Hole, Takudzwa Shumba, and B.J. Swanner |
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Pubbl/distr/stampa |
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Oxford : , : Oxford University Press, , [2014] |
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©2014 |
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ISBN |
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0-19-021356-6 |
0-19-999792-6 |
0-19-999791-8 |
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Descrizione fisica |
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1 online resource (409 p.) |
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Altri autori (Persone) |
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HoleMichael |
ShumbaTakudzwa |
SwannerB. J |
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Disciplina |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and indexes. |
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Nota di contenuto |
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part one. Parasitic diseases -- part two. Deep fungal diseases -- part three. Bacterial, chlamydial, and prion diseases -- part four. Viral diseases -- part five. Tropical health hazards. |
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Sommario/riassunto |
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Tropical Diseases outlines the diagnosis, prevention, and treatment of diseases encountered in developing regions---areas where the unexpected can occur and where Western medical capabilities are often unavailable. Taking a pragmatic approach, it is an invaluable reference and resource for medical professionals and students travelling abroad or working in unfamiliar terrain. Diseases profiled here include a brief historical background, main signs and symptoms, and practical methods of individual prevention and treatment. Additional features include: - Over 60 maps depicting the geographic orig |
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3. |
Record Nr. |
UNINA9910164294103321 |
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Autore |
Richard Greenwald |
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Titolo |
Fifth International Symposium on Safety in Ice Hockey |
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Pubbl/distr/stampa |
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[Place of publication not identified], : American Society for Testing & Materials, 2009 |
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ISBN |
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Soggetti |
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Wounds and Injuries |
Accident Prevention |
Manufactured Materials |
Sports |
Equipment and Supplies |
Recreation |
Disease |
Accidents |
Technology, Industry, and Agriculture |
Leisure Activities |
Public Health |
Environment and Public Health |
Human Activities |
Delivery of Health Care |
Protective Devices |
Hockey |
Safety |
Athletic Injuries |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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