| Description |
1 online resource (xiv, 380 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 4723 |
|
LNCS sublibrary. SL 3, Information systems and applications, incl. internet/web, and HCI |
|
Lecture notes in computer science ; 4723. 0302-9743
|
|
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
Statistical data analysis -- Bayesian approaches -- Clustering methods -- Ensemble learning -- Ranking -- Trees -- Sequence/time series analysis -- Knowledge discovery -- Visualization -- Text mining -- Bioinformatics -- Applications |
| Summary |
This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia, September 6-8, 2007. The 33 revised papers presented were carefully reviewed and selected from almost 100 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization |
| Analysis |
gegevensverwerking |
|
data processing |
|
computertechnieken |
|
computer techniques |
|
informatieontsluiting |
|
information retrieval |
|
informatieopslag |
|
information storage |
|
waarschijnlijkheid |
|
probability |
|
statistiek |
|
statistics |
|
computerwetenschappen |
|
computer sciences |
|
kunstmatige intelligentie |
|
artificial intelligence |
|
bedrijfsinformatiesystemen |
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management information systems |
|
patroonherkenning |
|
pattern recognition |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
|
Print version record |
| In |
Springer e-books |
| Subject |
Mathematical statistics -- Congresses
|
|
Mathematical statistics -- Data processing -- Congresses
|
|
Expert systems (Computer science) -- Congresses
|
|
Mathematical statistics -- Data processing.
|
|
Expert systems (Computer science)
|
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Mathematical statistics.
|
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Informatique.
|
|
Expert systems (Computer science)
|
|
Mathematical statistics
|
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Mathematical statistics -- Data processing
|
| Genre/Form |
proceedings (reports)
|
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Conference papers and proceedings
|
|
Conference papers and proceedings.
|
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Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Berthold, M. (Michael)
|
|
Shawe-Taylor, John.
|
|
Lavrač, Nada.
|
| ISBN |
9783540748250 |
|
3540748253 |
|
3540748245 |
|
9783540748243 |
|
9788354074823 |
|
835407482X |
|
