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[null,"1.","Record Nr.",null,"UNINA9910467003003321"]
[null,null,"Titolo",null,"Electromagnetic non-destructive evaluation (XXI) / / edited by Dominique Lesselier and Christophe Reboud"]
[null,null,"Pubbl/distr/stampa",null,"Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018]"]
[{"$nulls":4},"©2018"]
[null,null,"ISBN",null,"1-61499-836-1"]
[null,null,"Descrizione fisica",null,"1 online resource (292 pages)"]
[null,null,"Collana",null,"Studies in applied electromagnetics and mechanics ; ; Volume 43"]
[null,null,"Disciplina",null,"620.11278"]
[null,null,"Soggetti",null,"Magnetic testing"]
[{"$nulls":4},"Electromagnetic measurements"]
[{"$nulls":4},"Nondestructive testing"]
[{"$nulls":4},"Electronic books."]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,"2.","Record Nr.",null,"UNINA9910789326303321"]
[null,null,"Autore",null,"Acharya Amitav"]
[null,null,"Titolo",null,"Civilizations in embrace : the spread of ideas and the transformation of power : India and Southeast Asia in the classical age / / Amitav Acharya [[electronic resource]]"]
[null,null,"Pubbl/distr/stampa",null,"Singapore : , : Institute of Southeast Asian Studies, , 2013"]
[null,null,"ISBN",null,"981-4379-74-3"]
[null,null,"Descrizione fisica",null,"1 online resource (xv, 88 pages) : digital, PDF file(s)"]
[null,null,"Collana",null,"Nalanda-Sriwijaya research series"]
[null,null,"Disciplina",null,"303.4825105"]
[null,null,"Soggetti",null,"HISTORY / Asia / India & South Asia"]
[{"$nulls":4},"Southeast Asia Civilization Indic influences"]
[{"$nulls":4},"Southeast Asia Politics and government"]
[{"$nulls":4},"India Relations Southeast Asia"]
[{"$nulls":4},"Southeast Asia Relations India"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Title from publisher's bibliographic system (viewed on 24 Nov 2015)."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Frontmatter -- Contents -- Foreword -- Preface -- Acknowledgements -- About the Author -- 1 Introduction -- 2 Debating Indian Influence in Southeast Asia -- 3 \"Indianization\", \"Localization\" or \"Convergence\"? -- 4 Understanding How and Why Ideas Spread -- 5 \"Hellenization\" of the Mediterranean compared to \"Indianization\" of Southeast Asia: Two Paradigms of Cultural Diffusion? -- 6 Final Thoughts -- Photo Section -- Bibliography -- Index"]
[null,null,null,"Sommario/riassunto","This study revisits one of the most extensive examples of the spread of ideas in the history of civilization: the diffusion of Indian religious and political ideas to Southeast Asia before the advent of Islam and European colonialism. Hindu and Buddhist concepts and symbols of kingship and statecraft helped to legitimize Southeast Asian rulers, and transform the political institutions and authority of Southeast Asia. But the process of this diffusion was not accompanied by imperialism, political hegemony, or \"colonization\" as conventionally understood. This book investigates different explanations of the spread of Indian ideas offered by scholars, including why and how it occurred and what were its key political and institutional outcomes. It challenges the view that strategic competition is a recurring phenomenon when civilizations encounter each other."]
[null,"3.","Record Nr.",null,"UNINA9910254842703321"]
[null,null,"Autore",null,"Aggarwal Charu C"]
[null,null,"Titolo",null,"Outlier Ensembles : An Introduction / / by Charu C. Aggarwal, Saket Sathe"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017"]
[null,null,"ISBN",null,"3-319-54765-8"]
[null,null,"Edizione",null,"[1st ed. 2017.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XVI, 276 p. 55 illus., 9 illus. in color.)"]
[null,null,"Disciplina",null,"005.1"]
[null,null,"Soggetti",null,"Computers"]
[{"$nulls":4},"Artificial intelligence"]
[{"$nulls":4},"Statistics"]
[{"$nulls":4},"Information Systems and Communication Service"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Statistics and Computing/Statistics Programs"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"An Introduction to Outlier Ensembles -- Theory of Outlier Ensembles -- Variance Reduction in Outlier Ensembles -- Bias Reduction in Outlier Ensembles: The Guessing Game -- Model Combination Methods for Outlier Ensembles -- Which Outlier Detection Algorithm Should I Use?"]
[null,null,null,"Sommario/riassunto","This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it covers the techniques with which such methods can be made more effective. A formal classification of these methods is provided, and the circumstances in which they work well are examined. The authors cover how outlier ensembles relate (both theoretically and practically) to the ensemble techniques used commonly for other data mining problems like classification. The similarities and (subtle) differences in the ensemble techniques for the classification and outlier detection problems are explored. These subtle differences do impact the design of ensemble algorithms for the latter problem. This book can be used for courses in data mining and related curricula. Many illustrative examples and exercises are provided in order to facilitate classroom teaching. A familiarity is assumed to the outlier detection problem and also to generic problem of ensemble analysis in classification. This is because "]
[{"$nulls":4},"many of the ensemble methods discussed in this book are adaptations from their counterparts in the classification domain. Some techniques explained in this book, such as wagging, randomized feature weighting, and geometric subsampling, provide new insights that are not available elsewhere. Also included is an analysis of the performance of various types of base detectors and their relative effectiveness. The book is valuable for researchers and practitioners for leveraging ensemble methods into optimal algorithmic design."]