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pro vyhledávání: '"Dorian Pyle"'
Autor:
Dorian Pyle
Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models a
Publikováno v:
ACM SIGKDD Explorations Newsletter. 1:55-58
At KDD-99, the panel on Integrating Data Mining into Vertical Solutions addressed a series of questions regarding future trends in industrial applications. Panelists were chosen to represent different viewpoints from a variety of industry segments, i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::47171631da536fc74393977e39b2f71a
https://doi.org/10.1145/846183.846196
https://doi.org/10.1145/846183.846196
Autor:
Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Sam S. Lightstone, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Toby J. Teorey, Ian H. Witten
This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and
Autor:
Dorian Pyle
This chapter focuses on the problems in the area where mining and modeling combine. Modeling is an ongoing process throughout mining. First, a framework model has to be discovered to frame a problem. As mining progresses, the framework model is revis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::54c40796c8580faf3bd4f63541faf417
https://doi.org/10.1016/b978-155860653-1.50004-x
https://doi.org/10.1016/b978-155860653-1.50004-x
Autor:
Dorian Pyle
Publisher Summary Models exist in a world dominated by data, information, and knowledge. For businesses, this is a world of business information (BI) and knowledge management (KM). It is quite true that the results of modeling and mining do indeed re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fdc84ef2e182bbdc864db197ce71614d
https://doi.org/10.1016/b978-155860653-1.50006-3
https://doi.org/10.1016/b978-155860653-1.50006-3
Autor:
Dorian Pyle
Publisher Summary This chapter focuses on important guidelines that a modeler should follow to identify problems for which the model has been designed. There are only three sources of data including data obtained from outside the organization, data o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aa182ccb51b8bd2c5615a6020c0e9556
https://doi.org/10.1016/b978-155860653-1.50009-9
https://doi.org/10.1016/b978-155860653-1.50009-9
Autor:
Dorian Pyle
Publisher Summary This chapter discusses art rather than science to discover the right model. It is believed to be an art, because there is no single method to discover the right model—although there is always a right model to be discovered. And th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::876d36b72a25ad7ff422e97b15c632ec
https://doi.org/10.1016/b978-155860653-1.50008-7
https://doi.org/10.1016/b978-155860653-1.50008-7
Autor:
Dorian Pyle
Publisher Summary This chapter discusses some technical issues concerned with deploying a mined model. A mined model must solve, or at least address business issues, and the business issues have to be so framed such that they lead to a solution throu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ab963473fc4018744131d757cb1fab4e
https://doi.org/10.1016/b978-155860653-1.50016-6
https://doi.org/10.1016/b978-155860653-1.50016-6
Autor:
Dorian Pyle
Publisher Summary This chapter introduces a series of instructions that guides to take the next step depending on the results. This is called a methodology. Methodologies are made up of four types of “boxes” - Action Boxes, Discovery Boxes, Techn
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::055b6bc17ff21c084bb9b49245c16979
https://doi.org/10.1016/b978-155860653-1.50018-x
https://doi.org/10.1016/b978-155860653-1.50018-x