Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications (Springer Optimization and Its Applications)

4 avg rating
( 1 ratings by Goodreads )
 
9781461426134: Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications (Springer Optimization and Its Applications)
View all copies of this ISBN edition:
 
 

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.

"synopsis" may belong to another edition of this title.

From the Back Cover:

The importance of having efficient and effective methods for data mining and knowledge discovery (DM) is rapidly growing. This is due to the wide use of fast and affordable computing power and data storage media and also the gathering of huge amounts of data in almost all aspects of human activity and interest. While numerous methods have been developed, the focus of this book presents algorithms and applications using one popular method that has been formulated in terms of binary attributes, i.e., by Boolean functions defined on several attributes that are easily transformed into rules that can express new knowledge.

This book presents methods that deal with key data mining and knowledge discovery issues in an intuitive manner, in a natural sequence, and in a way that can be easily understood and interpreted by a wide array of experts and end users. The presentation provides a unique perspective into the essence of some fundamental DM issues, many of which come from important real life applications such as breast cancer diagnosis.

Applications and algorithms are accompanied by extensive experimental results and are presented in a way such that anyone with a minimum background in mathematics and computer science can benefit from the exposition. Rigor in mathematics and algorithmic development is not compromised and each chapter systematically offers some possible extensions for future research.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9781441916297: Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications (Springer Optimization and Its Applications)

Featured Edition

ISBN 10:  1441916296 ISBN 13:  9781441916297
Publisher: Springer, 2010
Hardcover

Top Search Results from the AbeBooks Marketplace

1.

Evangelos Triantaphyllou
Published by Springer (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Softcover Quantity Available: 1
Seller:
Irish Booksellers
(Portland, ME, U.S.A.)
Rating
[?]

Book Description Springer, 2012. Condition: New. book. Seller Inventory # M1461426138

More information about this seller | Contact this seller

Buy New
US$ 78.29
Convert currency

Add to Basket

Shipping: US$ 3.27
Within U.S.A.
Destination, rates & speeds

2.

Evangelos Triantaphyllou
Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 10
Seller:
Book Depository International
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Paperback. Condition: New. 2010 ed.. Language: English. Brand new Book. 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. Seller Inventory # AAV9781461426134

More information about this seller | Contact this seller

Buy New
US$ 172.42
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

3.

Evangelos Triantaphyllou
Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 10
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Paperback. Condition: New. 2010 ed.. Language: English. Brand new Book. 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. Seller Inventory # AAV9781461426134

More information about this seller | Contact this seller

Buy New
US$ 176.81
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

4.

Evangelos Triantaphyllou
Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 10
Seller:
Book Depository hard to find
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Paperback. Condition: New. 2010 ed.. Language: English. Brand new Book. 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. Seller Inventory # LIE9781461426134

More information about this seller | Contact this seller

Buy New
US$ 178.55
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

5.

Evangelos Triantaphyllou
Published by Springer-Verlag New York Inc. (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Springer-Verlag New York Inc., 2012. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781461426134

More information about this seller | Contact this seller

Buy New
US$ 185.17
Convert currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

6.

Triantaphyllou, Evangelos
Published by Springer (2016)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 1
Print on Demand
Seller:
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Springer, 2016. Paperback. Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Seller Inventory # ria9781461426134_lsuk

More information about this seller | Contact this seller

Buy New
US$ 184.21
Convert currency

Add to Basket

Shipping: US$ 5.05
From United Kingdom to U.S.A.
Destination, rates & speeds

7.

Evangelos Triantaphyllou
Published by Springer (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Springer, 2012. PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781461426134

More information about this seller | Contact this seller

Buy New
US$ 185.38
Convert currency

Add to Basket

Shipping: US$ 11.75
From United Kingdom to U.S.A.
Destination, rates & speeds

8.

Evangelos Triantaphyllou
Published by Springer (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 1
Seller:
Books Express
(Portsmouth, NH, U.S.A.)
Rating
[?]

Book Description Springer, 2012. Paperback. Condition: New. 2010. Ships with Tracking Number! INTERNATIONAL WORLDWIDE Shipping available. Buy with confidence, excellent customer service!. Seller Inventory # 1461426138n

More information about this seller | Contact this seller

Buy New
US$ 204.30
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

9.

EVANGELOS TRIANTAPHYLLOU
Published by Springer (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Paperback Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Springer, 2012. Paperback. Condition: NEW. 9781461426134 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0304371

More information about this seller | Contact this seller

Buy New
US$ 214.54
Convert currency

Add to Basket

Shipping: US$ 10.42
From United Kingdom to U.S.A.
Destination, rates & speeds

10.

Evangelos Triantaphyllou
Published by Springer (2012)
ISBN 10: 1461426138 ISBN 13: 9781461426134
New Softcover Quantity Available: 15
Print on Demand
Seller:
Rating
[?]

Book Description Springer, 2012. Condition: New. This item is printed on demand for shipment within 3 working days. Seller Inventory # LP9781461426134

More information about this seller | Contact this seller

Buy New
US$ 228.93
Convert currency

Add to Basket

Shipping: US$ 3.45
From Germany to U.S.A.
Destination, rates & speeds

There are more copies of this book

View all search results for this book