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Statistical Learning and Data Science
  • Language: en
  • Pages: 242

Statistical Learning and Data Science

  • Type: Book
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  • Published: 2011-12-19
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  • Publisher: CRC Press

Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become mainstream. Unsupervised data analysis, including cluster analysis, factor analysis, and low dimensionality mapping methods continually being updated, have reached new heights of achievement in the incredibly rich data wor

Data Analysis, Classification, and Related Methods
  • Language: en
  • Pages: 428

Data Analysis, Classification, and Related Methods

This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation...

Algorithms from and for Nature and Life
  • Language: en
  • Pages: 547

Algorithms from and for Nature and Life

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicology describe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011.​

Selected Contributions in Data Analysis and Classification
  • Language: en
  • Pages: 619

Selected Contributions in Data Analysis and Classification

This volume presents recent methodological developments in data analysis and classification. It covers a wide range of topics, including methods for classification and clustering, dissimilarity analysis, consensus methods, conceptual analysis of data, and data mining and knowledge discovery in databases. The book also presents a wide variety of applications, in fields such as biology, micro-array analysis, cyber traffic, and bank fraud detection.

COMPSTAT 2008
  • Language: en
  • Pages: 557

COMPSTAT 2008

18th Symposium Held in Porto, Portugal, 2008

Clustering
  • Language: en
  • Pages: 374

Clustering

  • Type: Book
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  • Published: 2016-04-19
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  • Publisher: CRC Press

Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods-K-Means for partitioning and Ward's method for hierarchical clustering-have lacked the theoretical underpinning req

New Approaches in Classification and Data Analysis
  • Language: en
  • Pages: 695

New Approaches in Classification and Data Analysis

The subject of this book is the analysis and processing of structural or quantitative data with emphasis on classification methods, new algorithms as well as applications in various fields related to data analysis and classification. The book presents the state of the art in world-wide research and application of methods from the fields indicated above and consists of survey papers as well as research papers.

Foundations of Statistical Algorithms
  • Language: en
  • Pages: 495

Foundations of Statistical Algorithms

  • Type: Book
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  • Published: 2013-12-09
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  • Publisher: CRC Press

A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today’s more powerful statistical algorithms. It emphasizes recurring themes in all statistical algorithms, including computation, assessment and verification, iteration, intuition, randomness, repetition and parallelization, and scalability. Unique in scope, the book reviews the upcoming challenge of scaling many of the established techniques to very large data sets and delves into systematic verification by demonstrating how to derive gen...

The Invasion of Books in Peripheral Literary Fields
  • Language: en
  • Pages: 238

The Invasion of Books in Peripheral Literary Fields

  • Type: Book
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  • Published: 2011
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  • Publisher: Barkhuis

Cover -- Table of contents -- Preface -- The Invasion of Books -- Contra-flows in Literary Journalism? Coverage of Foreign, Non-Western and Ethnic Minority Literatures in French, German, Dutch and American Newspapers, 1955-2005 -- Monsters and Blowflies. The Representation of Nynorsk and its Speakers in Three Norwegian Newspapers -- The Colour of Female Choice. Czech and Flemish Women's Magazines as Cultural Patchworks -- A New Golden Era for Finnish Poetry? Nuoren Voiman Liitto and Nihil Interit as Cultural and Literary Transmitters in the 1990s and 2000s -- In the Wake of a Nobel Prize. On Modern Icelandic Literature in Swedish1940-1969 -- Ways of Being. Familiarity with Playwrights as Expression of Taste -- Transmitter Profiles, Power Circles and Canonising Cultural Transfer. The Case of Annie Posthumus - the First Modern Scandinavist within Dutch Academia -- A Foreigner to Her Mother Tongue. Zenta Mauriņa (1897-1978) and Konstantin Raudive (1909-1974) as German-speaking Latvian Writers in Swedish Exile -- About the Authors -- Bibliography -- Index

Statistical Learning and Data Sciences
  • Language: en
  • Pages: 449

Statistical Learning and Data Sciences

  • Type: Book
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  • Published: 2015-04-02
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  • Publisher: Springer

This book constitutes the refereed proceedings of the Third International Symposium on Statistical Learning and Data Sciences, SLDS 2015, held in Egham, Surrey, UK, April 2015. The 36 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 59 submissions. The papers are organized in topical sections on statistical learning and its applications, conformal prediction and its applications, new frontiers in data analysis for nuclear fusion, and geometric data analysis.