Mining of data with complex structures / (Record no. 90710)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02714nam a22002057a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230310b2011 |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783642267031 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519 HAD-F |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hadzic, Fedja |
| 245 ## - TITLE STATEMENT | |
| Title | Mining of data with complex structures / |
| Statement of responsibility, etc. | Fedja Hadzic, Henry Tan and Tharam S. Dillon |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | India |
| Name of publisher, distributor, etc. | Springer |
| Date of publication, distribution, etc. | 2011 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 326 p. |
| 365 ## - TRADE PRICE | |
| Price type code | EU |
| Unit of pricing | 169.99 |
| 500 ## - GENERAL NOTE | |
| General note | Mining of Data with Complex Structures:<br/><br/>- Clarifies the type and nature of data with complex structure including sequences, trees and graphs<br/><br/>- Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining.<br/><br/>- Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints.<br/><br/>- Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.)<br/><br/>- 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.<br/><br/>- Explains the mechanism of the TMG framework for mining ordered/unordered induced/embedded and distance-constrained embedded subtrees.<br/><br/>- Provides a detailed comparison of the different tree mining approaches highlighting the characteristics and benefits of each approach.<br/><br/>- 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.<br/><br/>- Details the extension of the TMG framework for sequence mining<br/><br/>- Provides an overview of the future research direction with respect to technical extensions and application areas<br/><br/>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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Engineering mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computational intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer algorithms |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| 365 ## - TRADE PRICE | |
| -- | 41918 |
| -- | 17602 |
| -- | Euro |
| -- | 23.05.2023 |
| -- | 27.05.2023 |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 510 | BITS Pilani Hyderabad | BITS Pilani Hyderabad | Text & Reference Section (Student cannot borrow these books) | 10/03/2023 | 519 HAD-F | 47114 | 13/07/2024 | 10/03/2023 | Course Reference Books |