### Principles of Data Mining | David J. Hand, Heikki …

The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and ...

### Principles of Data Mining | The MIT Press

The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered ...

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Principles of Data Mining includes descriptions of algorithms for classifying streaming data, both stationary data, where the underlying model is fixed, and data that is time-dependent, where the underlying model changes from time to time - a phenomenon known as concept drift. The expanded fourth edition gives a detailed description of a feed-forward neural network with backpropagation and ...

### Principles of Data Mining | The MIT Press

The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and ...

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Data mining is an effective method for examining and learning from extensive compound datasets of varying quality [1], and has been broadly applied to numerous practical problems in medicine [2,3 ...

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Principles of Data Mining Paperback – October 12, 2009 by Max Bramer (Author) 4.8 out of 5 stars 6 ratings. See all formats and editions Hide other formats and editions. Price New from Used from Kindle "Please retry" $31.19 — — Paperback "Please retry" $34.13 . $34.13: $15.44 : Paperback, October 12, 2009 — — — Kindle $31.19 Read with Our Free App Paperback — Enter your mobile ...

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Principles of Data Mining by Max Bramer pdf | 5.65 MB | English | Author:Prof. Max Bramer | 2016 | Springer; 3 edition. Book Description: This book explains and explores the principal techniques of Data Mining, the automatic extraction of implicit and potentially useful information from data, which is increasingly used in commercial, scientific and other application areas. It focuses on ...

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Principles of Data Mining. Authors (view affiliations) Max Bramer; Textbook. 24 Citations; 36 Mentions; 7.4m Downloads; Part of the Undergraduate Topics in Computer Science book series (UTICS) Download book PDF. Download book EPUB. Chapters Table of contents (22 chapters) About About this book; Table of contents . Search within book. Front Matter. Pages I-XV. PDF. Introduction to Data Mining ...

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Principles of Data Mining b y Hand, Mannila, and Sm yth 3 X s). Sa yw e are lo oking at the v ariables income and credit-ca rd sp ending for a data set of N customers at a particular bank. F or large, in a scatter-plot w e will just see a mass of p oin ts, man yo v erlaid on top of eac h other. If instead w e estimate the join t densit y p (income, sp ending) (where w eha v ey et to describ e ...

### Principles of Data Mining Undergraduate Topics in Computer ...

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### Principles of Data Mining | SpringerLink

Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas. This book explains and explores the principal techniques of Data Mining: for classification, generation of association rules and clustering. It is written for readers without ...

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Principles of Data Mining A Bradford book Adaptive computation and machine learning ITPro collection: Authors: David J. Hand, Professor in the Department of Statistics David J Hand, Heikki Mannila, Padhraic Smyth: Edition: illustrated: Publisher: MIT Press, 2001: ISBN: 026208290X, 9780262082907: Length: 546 pages: Subjects: Computers › Databases › General. Computers / Databases / General ...

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### Principles of Data Mining by David J. Hand

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Principles of Data Mining Published by: Springer-Verlag London, January 2016 DOI: 10.1007/978-1-4471-7307-6: ISBNs: 978-1-4471-7306-9, 978-1-4471-7307-6. Authors: Bramer, Max, Max Bramer View on publisher site Alert me about new mentions. Twitter Demographics. The data shown below were collected from the profiles of 24 tweeters who shared this research output. Click here to find out more …