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1. |
Record Nr. |
UNINA9910144576703321 |
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Autore |
Cherkassky Vladimir S |
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Titolo |
Learning from data : concepts, theory, and methods / / Vladimir Cherkassky, Filip Mulier |
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Pubbl/distr/stampa |
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Hoboken, N.J., : IEEE Press, : Wiley-Interscience, c2007 |
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ISBN |
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9786611001889 |
9781281001887 |
1281001880 |
9780470140529 |
0470140526 |
9780470140512 |
0470140518 |
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Edizione |
[2nd ed.] |
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Descrizione fisica |
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1 online resource (558 p.) |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Adaptive signal processing |
Machine learning |
Neural networks (Computer science) |
Fuzzy systems |
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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. 519-531) and index. |
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Nota di contenuto |
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Problem statement, classical approaches, and adaptive learning -- Regularization framework -- Statistical learning theory -- Nonlinear optimization strategies -- Methods for data reduction and dimensionality reduction -- Methods for regression -- Classification -- Support vector machines -- Noninductive inference and alternative learning formulations. |
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Sommario/riassunto |
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An interdisciplinary framework for learning methodologies--covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be applied--showing that a few fundamental principles underlie most new methods being proposed today in statistics, |
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engineering, and computer science. Complete with over one hundred illustrations, case studies, and examples making this an invaluable text. |
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2. |
Record Nr. |
UNIORUON00069976 |
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Autore |
Palmisano, Antonio Luigi |
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Titolo |
Mito e società : analisi della mitologia dei Lotuho del Sudan / Antonio L. Palmisano |
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Pubbl/distr/stampa |
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[Milano], : Angeli, c1989 |
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ISBN |
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Descrizione fisica |
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Disciplina |
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Soggetti |
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LOTUHO (popolo africano) |
MITOLOGIA AFRICANA |
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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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