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Author: Berthold Lausen
Publisher: Springer
ISBN: 3662449838
Category : Mathematics
Languages : en
Pages : 552
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Book Description
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.
Author: Berthold Lausen
Publisher: Springer
ISBN: 3662449838
Category : Mathematics
Languages : en
Pages : 552
Get Book Here
Book Description
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.
Author: Dirk P. Kroese
Publisher: CRC Press
ISBN: 1000730778
Category : Business & Economics
Languages : en
Pages : 538
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Book Description
Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked-out examples Many concrete algorithms with actual code
Author: Christophe Loué
Publisher: Academic Conferences and publishing limited
ISBN: 1911218557
Category :
Languages : en
Pages : 864
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Book Description
Author: Maurizio Martellini
Publisher: Springer
ISBN: 3319621084
Category : Computers
Languages : en
Pages : 406
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Book Description
This book covers the security and safety of CBRNE assets and management, and illustrates which risks may emerge and how to counter them through an enhanced risk management approach. It also tackles the CBRNE-Cyber threats, their risk mitigation measures and the relevance of raising awareness and education enforcing a CBRNE-Cy security culture. The authors present international instruments and legislation to deal with these threats, for instance the UNSCR1540. The authors address a multitude of stakeholders, and have a multidisciplinary nature dealing with cross-cutting areas like the convergence of biological and chemical, the development of edging technologies, and in the cyber domain, the impelling risks due to the use of malwares against critical subsystems of CBRN facilities. Examples are provided in this book. Academicians, diplomats, technicians and engineers working in the chemical, biological, radiological, nuclear, explosive and cyber fields will find this book valuable as a reference. Students studying in these related fields will also find this book useful as a reference.
Author: Remco van der Hofstad
Publisher: Cambridge University Press
ISBN: 1316805581
Category : Mathematics
Languages : en
Pages : 508
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Book Description
Complex networks are key to describing the connected nature of the society that we live in. This book, the second of two volumes, describes the local structure of random graph models for real-world networks and determines when these models have a giant component and when they are small-, and ultra-small, worlds. This is the first book to cover the theory and implications of local convergence, a crucial technique in the analysis of sparse random graphs. Suitable as a resource for researchers and PhD-level courses, it uses examples of real-world networks, such as the Internet and citation networks, as motivation for the models that are discussed, and includes exercises at the end of each chapter to develop intuition. The book closes with an extensive discussion of related models and problems that demonstratemodern approaches to network theory, such as community structure and directed models.
Author: Teofilo F. Gonzalez
Publisher: CRC Press
ISBN: 1351235400
Category : Computers
Languages : en
Pages : 840
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Book Description
Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the various applications of approximation algorithms and metaheuristics. Volume 1 of this two-volume set deals primarily with methodologies and traditional applications. It includes restriction, relaxation, local ratio, approximation schemes, randomization, tabu search, evolutionary computation, local search, neural networks, and other metaheuristics. It also explores multi-objective optimization, reoptimization, sensitivity analysis, and stability. Traditional applications covered include: bin packing, multi-dimensional packing, Steiner trees, traveling salesperson, scheduling, and related problems. Volume 2 focuses on the contemporary and emerging applications of methodologies to problems in combinatorial optimization, computational geometry and graphs problems, as well as in large-scale and emerging application areas. It includes approximation algorithms and heuristics for clustering, networks (sensor and wireless), communication, bioinformatics search, streams, virtual communities, and more. About the Editor Teofilo F. Gonzalez is a professor emeritus of computer science at the University of California, Santa Barbara. He completed his Ph.D. in 1975 from the University of Minnesota. He taught at the University of Oklahoma, the Pennsylvania State University, and the University of Texas at Dallas, before joining the UCSB computer science faculty in 1984. He spent sabbatical leaves at the Monterrey Institute of Technology and Higher Education and Utrecht University. He is known for his highly cited pioneering research in the hardness of approximation; for his sublinear and best possible approximation algorithm for k-tMM clustering; for introducing the open-shop scheduling problem as well as algorithms for its solution that have found applications in numerous research areas; as well as for his research on problems in the areas of job scheduling, graph algorithms, computational geometry, message communication, wire routing, etc.
Author: Juan Romero
Publisher: Springer Nature
ISBN: 3030438597
Category : Computers
Languages : en
Pages : 238
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Book Description
This book constitutes the refereed proceedings of the 9th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoCOP and EvoApplications. The 15 revised full papers presented were carefully reviewed and selected from 31 submissions. The papers cover a wide spectrum of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.
Author: Mathias Scharinger
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110770180
Category : Language Arts & Disciplines
Languages : en
Pages : 276
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Book Description
Prosody as a system of suprasegmental linguistic information such as rhythm and intonation is a prime candidate for looking at the relation between language and music in a principled way. This claim is based on several aspects: First, prosody is concerned with acoustic correlates of language and music that are directly comparable with each other by their physical properties such as duration and pitch. Second, prosodic accounts suggest a hierarchical organization of prosodic units that not only resembles a syntactic hierarchy, but is viewed as (part of) an interface to syntax. Third, prosody provides a very promising ground for evolutionary accounts of language and music. Fourth, bilateral transfer effects between language and music are best illustrated on the level of prosody. Highlighting the first two aspects, this book shows that it is a fruitful endeavor to use prosody for a principled comparison of language and music. In its broader sense, prosody as sound structure of communicative systems may be considered a »meta«-language that formalizes the way of "how music speaks to language and vice versa". Prosody is firmly established within linguistic theory, but is also applied in the musical domain. Therefore, prosody is not just a field of inquiry that shares elements or features between music and language, but can additionally provide a common conceptual ground.
Author: Gianmarco De Francisci Morales
Publisher: Springer Nature
ISBN: 3031434277
Category :
Languages : en
Pages : 745
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Book Description
Author: Paweł Sitek
Publisher: Springer Nature
ISBN: 9811533806
Category : Computers
Languages : en
Pages : 616
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Book Description
This volume constitutes the refereed proceedings of the 12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020, held in Phuket, Thailand, in March 2020. The total of 50 full papers accepted for publication in these proceedings were carefully reviewed and selected from 180 submissions. The papers are organized in the following topical sections: advanced big data, machine learning and data mining; industry applications of intelligent methods and systems; artificia intelligence, optimization, and databases in practical applications; intelligent applications of internet of things; recommendation and user centric applications of intelligent systems.
