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1. |
Record Nr. |
UNINA9910138296603321 |
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Autore |
Kenji Suzuki |
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Titolo |
Artificial neural networks : methodological advances and biomedical applications / / edited by Kenji Suzuki |
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Pubbl/distr/stampa |
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IntechOpen, 2011 |
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[Place of publication not identified] : , : InTech, , [2011] |
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©2011 |
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ISBN |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (376 pages) |
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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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Sommario/riassunto |
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Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications in various areas. The purpose of this book is to provide recent advances of artificial neural networks in biomedical applications. The book begins with fundamentals of artificial neural networks, which cover an introduction, design, and optimization. Advanced architectures for biomedical applications, which offer improved performance and desirable properties, follow. Parts continue with biological applications such as gene, plant biology, and stem cell, medical applications such as skin diseases, sclerosis, anesthesia, and physiotherapy, and clinical and other applications such as clinical outcome, telecare, and pre-med student failure prediction. Thus, this book will be a fundamental source of recent advances and applications of artificial neural networks in biomedical areas. The target audience includes professors and students in engineering and medical schools, researchers and engineers in biomedical industries, medical doctors, and healthcare professionals. |
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2. |
Record Nr. |
UNINA9910790135503321 |
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Autore |
Zeschel Arne <1973-> |
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Titolo |
Incipient productivity [[electronic resource] ] : a construction-based approach to linguistic creativity / / by Arne Zeschel |
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Pubbl/distr/stampa |
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Berlin ; ; Boston, : De Gruyter Mouton, 2012 |
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ISBN |
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1-280-59748-8 |
9786613627315 |
3-11-027484-1 |
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Descrizione fisica |
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1 online resource (280 p.) |
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Collana |
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Cognitive linguistics research, , 1861-4132 ; ; 49 |
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Classificazione |
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Disciplina |
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Soggetti |
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Creativity (Linguistics) |
Generative grammar |
Grammar, Comparative and general - Coordinate constructions |
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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 index. |
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Nota di contenuto |
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Frontmatter -- Preface -- Contents -- Chapter 1. Introduction -- Chapter 2. Towards a usage-based model of constructional generalisation -- Chapter 3. Testing ground: Intensity collocations -- Chapter 4. Lexicalisation patterns: From concepts to words -- Chapter 5. Fixed expressions: From words to collocations -- Chapter 6. Incipient productivity: From collocations to constructional schemas -- Chapter 7. Conclusion -- Appendix -- Notes -- References -- Index |
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Sommario/riassunto |
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How do speakers vary established patterns of language use and adapt them to novel contexts of application? This study presents a usage-based approach to linguistic creativity: combining detailed qualitative with large-scale quantitative analyses of corpus data, it traces the emergence of partial productivity in clusters of conventional collocations. Focusing on English and German intensification constructions, it proceeds in three steps: having first inventoried the lexical means (of a given semantic type) that are recruited for signalling intensity in both languages, collostructional analysis is then used to identify entrenched intensity collocations involving these formatives in three different syntactic constructions. Third, multi-rater manual classification methods as well as distribution-based automatic |
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classification methods are employed to uncover semantic generalisations over the attested types on different levels of abstraction. Collocational expansion is shown to proceed through local analogies within sets of semantically similar stored instances of a construction. Synthesising insights from research on language acquisition, variation and change, it is thus argued that creative extensions of linguistic conventions are intrinsically bound up with aspects of memory and repetition. |
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