Knowledge Discovery in Multiple Databases:
Many organizations have an urgent need of mining their multiple databases inherently distributed in branches (distributed data). In particular, as the Web is rapidly becoming an information flood, individuals and organizations can take into account low-cost information and knowledge on the Internet...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Springer London
2004
|
| Ausgabe: | 1st ed. 2004 |
| Schriftenreihe: | Advanced Information and Knowledge Processing
|
| Schlagworte: | |
| Online-Zugang: | UBY01 Volltext |
| Zusammenfassung: | Many organizations have an urgent need of mining their multiple databases inherently distributed in branches (distributed data). In particular, as the Web is rapidly becoming an information flood, individuals and organizations can take into account low-cost information and knowledge on the Internet when making decisions. How to efficiently identify quality knowledge from different data sources has become a significant challenge. This challenge has attracted a great many researchers including the au thors who have developed a local pattern analysis, a new strategy for dis covering some kinds of potentially useful patterns that cannot be mined in traditional multi-database mining techniques. Local pattern analysis deliv ers high-performance pattern discovery from multiple databases. There has been considerable progress made on multi-database mining in such areas as hierarchical meta-learning, collective mining, database classification, and pe culiarity discovery. While these techniques continue to be future topics of interest concerning multi-database mining, this book focuses on these inter esting issues under the framework of local pattern analysis. The book is intended for researchers and students in data mining, dis tributed data analysis, machine learning, and anyone else who is interested in multi-database mining. It is also appropriate for use as a text supplement for broader courses that might also involve knowledge discovery in databases and data mining |
| Beschreibung: | 1 Online-Ressource (XII, 233 p) |
| ISBN: | 9780857293886 |
| DOI: | 10.1007/978-0-85729-388-6 |
Internformat
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Datensatz im Suchindex
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| author | Zhang, Shichao Zhang, Chengqi Wu, Xindong |
| author_facet | Zhang, Shichao Zhang, Chengqi Wu, Xindong |
| author_role | aut aut aut |
| author_sort | Zhang, Shichao |
| author_variant | s z sz c z cz x w xw |
| building | Verbundindex |
| bvnumber | BV047064029 |
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| ctrlnum | (ZDB-2-SCS)978-0-85729-388-6 (OCoLC)1227483104 (DE-599)BVBBV047064029 |
| dewey-full | 005.73 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.73 |
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| dewey-sort | 15.73 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| doi_str_mv | 10.1007/978-0-85729-388-6 |
| edition | 1st ed. 2004 |
| format | Electronic eBook |
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| id | DE-604.BV047064029 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:12:21Z |
| indexdate | 2024-07-10T09:01:34Z |
| institution | BVB |
| isbn | 9780857293886 |
| language | English |
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| physical | 1 Online-Ressource (XII, 233 p) |
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| publishDate | 2004 |
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| publisher | Springer London |
| record_format | marc |
| series2 | Advanced Information and Knowledge Processing |
| spelling | Zhang, Shichao Verfasser aut Knowledge Discovery in Multiple Databases by Shichao Zhang, Chengqi Zhang, Xindong Wu 1st ed. 2004 London Springer London 2004 1 Online-Ressource (XII, 233 p) txt rdacontent c rdamedia cr rdacarrier Advanced Information and Knowledge Processing Many organizations have an urgent need of mining their multiple databases inherently distributed in branches (distributed data). In particular, as the Web is rapidly becoming an information flood, individuals and organizations can take into account low-cost information and knowledge on the Internet when making decisions. How to efficiently identify quality knowledge from different data sources has become a significant challenge. This challenge has attracted a great many researchers including the au thors who have developed a local pattern analysis, a new strategy for dis covering some kinds of potentially useful patterns that cannot be mined in traditional multi-database mining techniques. Local pattern analysis deliv ers high-performance pattern discovery from multiple databases. There has been considerable progress made on multi-database mining in such areas as hierarchical meta-learning, collective mining, database classification, and pe culiarity discovery. While these techniques continue to be future topics of interest concerning multi-database mining, this book focuses on these inter esting issues under the framework of local pattern analysis. The book is intended for researchers and students in data mining, dis tributed data analysis, machine learning, and anyone else who is interested in multi-database mining. It is also appropriate for use as a text supplement for broader courses that might also involve knowledge discovery in databases and data mining Data Structures and Information Theory Database Management Information Systems Applications (incl. Internet) Data structures (Computer science) Database management Application software Information Retrieval (DE-588)4072803-1 gnd rswk-swf Datenbank (DE-588)4011119-2 gnd rswk-swf Datenbankverwaltung (DE-588)4389357-0 gnd rswk-swf Datenbank (DE-588)4011119-2 s Information Retrieval (DE-588)4072803-1 s DE-604 Datenbankverwaltung (DE-588)4389357-0 s Zhang, Chengqi aut Wu, Xindong aut Erscheint auch als Druck-Ausgabe 9781447110507 Erscheint auch als Druck-Ausgabe 9781852337032 Erscheint auch als Druck-Ausgabe 9780857293893 https://doi.org/10.1007/978-0-85729-388-6 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Zhang, Shichao Zhang, Chengqi Wu, Xindong Knowledge Discovery in Multiple Databases Data Structures and Information Theory Database Management Information Systems Applications (incl. Internet) Data structures (Computer science) Database management Application software Information Retrieval (DE-588)4072803-1 gnd Datenbank (DE-588)4011119-2 gnd Datenbankverwaltung (DE-588)4389357-0 gnd |
| subject_GND | (DE-588)4072803-1 (DE-588)4011119-2 (DE-588)4389357-0 |
| title | Knowledge Discovery in Multiple Databases |
| title_auth | Knowledge Discovery in Multiple Databases |
| title_exact_search | Knowledge Discovery in Multiple Databases |
| title_exact_search_txtP | Knowledge Discovery in Multiple Databases |
| title_full | Knowledge Discovery in Multiple Databases by Shichao Zhang, Chengqi Zhang, Xindong Wu |
| title_fullStr | Knowledge Discovery in Multiple Databases by Shichao Zhang, Chengqi Zhang, Xindong Wu |
| title_full_unstemmed | Knowledge Discovery in Multiple Databases by Shichao Zhang, Chengqi Zhang, Xindong Wu |
| title_short | Knowledge Discovery in Multiple Databases |
| title_sort | knowledge discovery in multiple databases |
| topic | Data Structures and Information Theory Database Management Information Systems Applications (incl. Internet) Data structures (Computer science) Database management Application software Information Retrieval (DE-588)4072803-1 gnd Datenbank (DE-588)4011119-2 gnd Datenbankverwaltung (DE-588)4389357-0 gnd |
| topic_facet | Data Structures and Information Theory Database Management Information Systems Applications (incl. Internet) Data structures (Computer science) Database management Application software Information Retrieval Datenbank Datenbankverwaltung |
| url | https://doi.org/10.1007/978-0-85729-388-6 |
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