Items related to Mining of Data with Complex Structures: 333 (Studies...
Mining of Data with Complex Structures: 333 (Studies in Computational Intelligence, 333) - Hardcover
Synopsis
Mining of Data with Complex Structures:
- Clarifies the type and nature of data with complex structure including sequences, trees and graphs
- Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining.
- Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints.
- Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.)
- Details the Tree Model Guided (TMG) approach for tree mining and provides the mathematical model for the worst case estimate of complexity of mining ordered induced and embedded subtrees.
- Explains the mechanism of the TMG framework for mining ordered/unordered induced/embedded and distance-constrained embedded subtrees.
- Provides a detailed comparison of the different tree mining approaches highlighting the characteristics and benefits of each approach.
- Overviews the implications and potential applications of tree mining in general knowledge management related tasks, and uses Web, health and bioinformatics related applications as case studies.
- Details the extension of the TMG framework for sequence mining
- Provides an overview of the future research direction with respect to technical extensions and application areas
The primary audience is 3rd year, 4th year undergraduate students, Masters and PhD students and academics. The book can be used for both teaching and research. The secondary audiences are practitioners in industry, business, commerce, government and consortiums, alliances and partnerships to learn how to introduce and efficiently make use of the techniques for mining of data with complex structures into their applications. The scope of the book is both theoretical and practical and as such it will reach a broad market both within academia and industry.In addition, its subject matter is a rapidly emerging field that is critical for efficient analysis of knowledge stored in various domains.
"synopsis" may belong to another edition of this title.
Search results for Mining of Data with Complex Structures: 333 (Studies...
Stock Image
Mining of Data with Complex Structures
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Sehr gut. Zustand: Sehr gut | Seiten: 326 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 10284996/12
Quantity: 2 available
Stock Image
Mining of Data with Complex Structures
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Hervorragend. Zustand: Hervorragend | Seiten: 326 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 10284996/1001
Quantity: 1 available
Stock Image
Mining of Data with Complex Structures (Studies in Computational Intelligence, 333)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783642175565_new
Quantity: Over 20 available
Seller Image
Mining of Data with Complex Structures
Published by
Springer Berlin Heidelberg, 2011
ISBN 10: 3642175562
ISBN 13: 9783642175565
New
Hardcover
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The state of the art of Mining of Data with Complex Structures Clarifies the type and nature of data with complex structure including sequences, trees and graphsWritten by leading experts in this fieldMining of Data with Complex . Seller Inventory # 5051469
Quantity: Over 20 available
Stock Image
Mining of Data with Complex Structures (Studies in Computational Intelligence, 333)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9783642175565
Quantity: Over 20 available
Stock Image
Mining of Data with Complex Structures (Studies in Computational Intelligence, 333)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020220039
Quantity: Over 20 available
Seller Image
Mining of Data with Complex Structures
Published by
Springer, Berlin, Springer Berlin Heidelberg, Springer, 2011
ISBN 10: 3642175562
ISBN 13: 9783642175565
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Neuware - Mining of Data with Complex Structures:- Clarifies the type and nature of data with complex structure including sequences, trees and graphs- Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining.- Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints.- Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.)- Details the Tree Model Guided (TMG) approach for tree mining and provides the mathematical model for the worst case estimate of complexity of mining ordered induced and embedded subtrees.- Explains the mechanism of the TMG framework for mining ordered/unordered induced/embedded and distance-constrained embedded subtrees.- Provides a detailed comparison of the different tree mining approaches highlighting the characteristics and benefits of each approach.- Overviews the implications and potential applications of tree mining in general knowledge management related tasks, and uses Web, health and bioinformatics related applications as case studies.- Details the extension of the TMG framework for sequence mining- Provides an overview of the future research direction with respect to technical extensions and application areasThe primary audience is 3rd year, 4th year undergraduate students, Masters and PhD students and academics. The book can be used for both teaching and research. The secondary audiences are practitioners in industry, business, commerce, government and consortiums, alliances and partnerships to learn how to introduce and efficiently make use of the techniques for mining of data with complex structures into their applications. The scope of the book is both theoretical and practical and as such it will reach a broad market both within academia and industry.In addition, its subject matter is a rapidly emerging field that is critical for efficient analysis of knowledge stored in various domains. Seller Inventory # 9783642175565
Quantity: 2 available
Stock Image
MINING OF DATA WITH COMPLEX STRUCTURES
Seller: OM Books, Sevilla, SE, Spain
Seller rating 5 out of 5 stars
Condition: Usado - bueno. Seller Inventory # 9783642175565
Quantity: 1 available