| 000 -LEADER |
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| fixed length control field |
03949nam a22005535i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| ISBN |
9783540444978 |
| -- |
978-3-540-44497-8 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.3 |
| 245 10 - TITLE STATEMENT |
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| Title |
Database Support for Data Mining Applications |
| Sub Title |
Discovering Knowledge with Inductive Queries / |
| Statement of responsibility, etc |
edited by Rosa Meo, Pier Luca Lanzi, Mika Klemettinen. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
Berlin, Heidelberg : |
| Name of publisher |
Springer Berlin Heidelberg, |
| Year of publication |
2004. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Number of Pages |
XII, 332 p. |
| Other physical details |
online resource. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Lecture Notes in Computer Science, |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Database Languages and Query Execution -- Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach -- Query Languages Supporting Descriptive Rule Mining: A Comparative Study -- Declarative Data Mining Using SQL3 -- Towards a Logic Query Language for Data Mining -- A Data Mining Query Language for Knowledge Discovery in a Geographical Information System -- Towards Query Evaluation in Inductive Databases Using Version Spaces -- The GUHA Method, Data Preprocessing and Mining -- Constraint Based Mining of First Order Sequences in SeqLog -- Support for KDD-Process -- Interactivity, Scalability and Resource Control for Efficient KDD Support in DBMS -- Frequent Itemset Discovery with SQL Using Universal Quantification -- Deducing Bounds on the Support of Itemsets -- Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data -- Condensed Representations for Sets of Mining Queries -- One-Sided Instance-Based Boundary Sets -- Domain Structures in Filtering Irrelevant Frequent Patterns -- Integrity Constraints over Association Rules. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge. This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling. The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Information storage and retrieval systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Database Management. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Information Storage and Retrieval. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Meo, Rosa. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Lanzi, Pier Luca. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Klemettinen, Mika. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
http://dx.doi.org/10.1007/b99016 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
E-BOOKS |
| 264 #1 - |
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Berlin, Heidelberg : |
| -- |
Springer Berlin Heidelberg, |
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2004. |
| 336 ## - |
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text |
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txt |
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rdacontent |
| 337 ## - |
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computer |
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c |
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rdamedia |
| 338 ## - |
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online resource |
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cr |
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rdacarrier |
| 347 ## - |
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| -- |
text file |
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PDF |
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rda |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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| -- |
0302-9743 ; |
