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https://ruomo.lib.uom.gr/handle/7000/1179| Title: | WebDR: A Web Workbench for Data Reduction |
| Authors: | Ougiaroglou, Stefanos Evangelidis, Georgios |
| Type: | Conference Paper |
| Subjects: | FRASCATI::Natural sciences::Computer and information sciences |
| Keywords: | k-NN classification Data Reduction Web-based application |
| Issue Date: | 2014 |
| Volume: | 8726 |
| First Page: | 464 |
| Last Page: | 467 |
| Volume Title: | Machine Learning and Knowledge Discovery in Databases |
| Part of Series: | Lecture Notes in Computer Science |
| Part of Series: | Lecture Notes in Computer Science |
| Abstract: | Data reduction is a common preprocessing task in the context of the k nearest neighbour classification. This paper presents WebDR, a web-based application where several data reduction techniques have been integrated and can be executed on-line. WebDR allows the performance evaluation of the classification process through a web interface. Therefore, it can be used by the academia for educational and experimental purposes. |
| URI: | https://doi.org/10.1007/978-3-662-44845-8_36 https://ruomo.lib.uom.gr/handle/7000/1179 |
| ISBN: | 978-3-662-44844-1 978-3-662-44845-8 |
| ISSN: | 0302-9743 1611-3349 |
| Other Identifiers: | 10.1007/978-3-662-44845-8_36 |
| Appears in Collections: | Department of Applied Informatics |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2014_ECML_PKDD_openaccess_978-3-662-44845-8_36.pdf | 128,67 kB | Adobe PDF | View/Open |
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