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Dissertation
Outils de Data mining : application à la détection des emprunteurs non solvables

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Book
Data mining and data warehousing
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ISBN: 1842657577 9781842657577 Year: 2013 Publisher: Harrow : Alpha Science International Ltd,

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Successes and new directions in data mining
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ISBN: 9781599046457 1599046458 9781599046471 1599046474 Year: 2008 Publisher: Hershey, PA : Information Science Reference,

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"This book addresses existing solutions for data mining, with particular emphasis on potential real-world applications. It captures defining research on topics such as fuzzy set theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence motif mining"--Provided by publisher.


Book
Advances in theory and applications of high dimensional and symbolic data analysis
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ISBN: 9782705687335 Year: 2013 Publisher: Paris : Hermann,

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Book
Enjeux et usages du Big Data
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ISBN: 9782746247581 2746247585 Year: 2016 Publisher: Paris : Hermès : Lavoisier,

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"Le développement spectaculaire d'internet, des réseaux sociaux, de la technologie mobile et des objets connectés provoque une croissance exponentielle des données à laquelle toutes les entreprises sont confrontées : c'est le phénomène du big data. Cette nouvelle édition de Enjeux et usages du big data prend en compte les principales évolutions du big data et approfondit les nouveaux enjeux numériques parmi lesquels figurent l'analytique, l'expérience client, le cloud, les réseaux sociaux et les objets connectés. Les exemples et les cas ont été entièrement renouvelés afin d'être au plus près des préoccupations actuelles des entreprises. L'ouvrage met également l'accent sur les méthodes, les techniques et les ressources nécessaires pour permettre aux entreprises d'entrer avec succès dans l'ère de l'information à grande échelle. Cet ouvrage concis et didactique s'adresse aux dirigeants d'entreprise, aux managers opérationnels et aux professionnels des systèmes d'information, ainsi qu'aux étudiants des écoles de commerce, d'ingénieurs et des universités, soucieux de comprendre les problématiques et les applications du big data." [4e de couv.].


Book
Handbook of marketing analytics : methods and applications in marketing management, public policy, and litigation support
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ISBN: 9781789904208 Year: 2018 Publisher: Cheltenham, UK ; Northampton, MA : Edward Elgar Publishing.,

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Book
Des données à la connaissance - une introduction au data mining
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ISBN: 2711748553 9782711748556 Year: 2005 Publisher: Paris : Vuibert Informatique,

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Book
Doing data science
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ISBN: 9781449358655 1449358659 Year: 2013 Publisher: Sebastopol, CA : O'Reilly,

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Book
Introduction to data mining
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ISBN: 9780273769224 Year: 2017 Publisher: Harlow : Pearson Education,

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Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organised into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms. (source: publisher's website)


Book
Data mining and machine learning : fundamental concepts and algorithms
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ISBN: 9781108473989 Year: 2020 Publisher: Cambridge, United Kingdom : Cambridge University Press,

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«The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.» [Publisher]

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