0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Mathematical foundations

Buy Now

Data Mining and Knowledge Discovery via Logic-Based Methods - Theory, Algorithms, and Applications (Hardcover, 2010 Ed.) Loot Price: R4,417
Discovery Miles 44 170
Data Mining and Knowledge Discovery via Logic-Based Methods - Theory, Algorithms, and Applications (Hardcover, 2010 Ed.):...

Data Mining and Knowledge Discovery via Logic-Based Methods - Theory, Algorithms, and Applications (Hardcover, 2010 Ed.)

Evangelos Triantaphyllou

Series: Springer Optimization and Its Applications, 43

 (sign in to rate)
Loot Price R4,417 Discovery Miles 44 170 | Repayment Terms: R414 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

The importance of having ef cient and effective methods for data mining and kn- ledge discovery (DM&KD), to which the present book is devoted, grows every day and numerous such methods have been developed in recent decades. There exists a great variety of different settings for the main problem studied by data mining and knowledge discovery, and it seems that a very popular one is formulated in terms of binary attributes. In this setting, states of nature of the application area under consideration are described by Boolean vectors de ned on some attributes. That is, by data points de ned in the Boolean space of the attributes. It is postulated that there exists a partition of this space into two classes, which should be inferred as patterns on the attributes when only several data points are known, the so-called positive and negative training examples. The main problem in DM&KD is de ned as nding rules for recognizing (cl- sifying) new data points of unknown class, i. e. , deciding which of them are positive and which are negative. In other words, to infer the binary value of one more attribute, called the goal or class attribute. To solve this problem, some methods have been suggested which construct a Boolean function separating the two given sets of positive and negative training data points.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Springer Optimization and Its Applications, 43
Release date: June 2010
First published: 2010
Authors: Evangelos Triantaphyllou
Dimensions: 235 x 155 x 25mm (L x W x T)
Format: Hardcover - Cloth over boards
Pages: 350
Edition: 2010 Ed.
ISBN-13: 978-1-4419-1629-7
Categories: Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Computer programming > General
Books > Business & Economics > Business & management > Management & management techniques > Operational research
Books > Science & Mathematics > Mathematics > Mathematical foundations > General
Books > Computing & IT > Applications of computing > Databases > Data mining
Promotions
LSN: 1-4419-1629-6
Barcode: 9781441916297

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Principia Mathematica
Russell Bertrand Russell Hardcover R1,243 Discovery Miles 12 430
Principia Mathematica
Russell Bertrand Russell Hardcover R1,282 Discovery Miles 12 820
Goedel's Disjunction - The scope and…
Leon Horsten, Philip Welch Hardcover R4,294 Discovery Miles 42 940
The Yablo Paradox - An Essay on…
Roy T. Cook Hardcover R2,703 Discovery Miles 27 030
Foundations without Foundationalism - A…
Stewart Shapiro Hardcover R5,225 Discovery Miles 52 250
Michael Atiyah Collected works - Volume…
Michael Atiyah Hardcover R10,567 Discovery Miles 105 670
Michael Atiyah Collected Works - Volume…
Michael Atiyah Hardcover R9,042 Discovery Miles 90 420
Primary Maths for Scotland Textbook 1C…
Craig Lowther, Antoinette Irwin, … Paperback R307 R260 Discovery Miles 2 600
Elements of Geometry Upon the Inductive…
James Hayward Paperback R472 Discovery Miles 4 720
Elementary Lessons in Logic - Deductive…
William Stanley Jevons Paperback R579 Discovery Miles 5 790
The Facts Matter - Essays on Logic and…
Sujata Ghosh Paperback R435 Discovery Miles 4 350
The Art of Logic - How to Make Sense in…
Eugenia Cheng Paperback  (1)
R355 R317 Discovery Miles 3 170

See more

Partners