Multi-attribute text classification using the fuzzy Borda method and semantic grades

Eugene Levner; David Alcaide; Joaquin Sicilia

doi:10.1007/978-3-540-73400-0_53

Multi-attribute text classification using the fuzzy Borda method and semantic grades

Eugene Levner, David Alcaide, Joaquin Sicilia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

We consider the problem of automatic classification of text documents, in particular, scientific abstracts and use two types of classifiers: ordinal and numerical. For the first type we use a fuzzy extension of the Borda voting method while for the second type we use a fuzzy Borda method in combination with the semantic grading.

Original language	English
Title of host publication	Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings
Publisher	Springer Verlag
Pages	422-429
Number of pages	8
ISBN (Print)	9783540733997
DOIs	https://doi.org/10.1007/978-3-540-73400-0_53
State	Published - 2007
Externally published	Yes
Event	7th International Workshop on Fuzzy Logic and Applications, WILF 2007 - Camogli, Italy Duration: 7 Jul 2007 → 10 Jul 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4578 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	7th International Workshop on Fuzzy Logic and Applications, WILF 2007
Country/Territory	Italy
City	Camogli
Period	7/07/07 → 10/07/07

Access to Document

10.1007/978-3-540-73400-0_53

Cite this

Levner, E., Alcaide, D., & Sicilia, J. (2007). Multi-attribute text classification using the fuzzy Borda method and semantic grades. In Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings (pp. 422-429). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4578 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-540-73400-0_53

Levner, Eugene ; Alcaide, David ; Sicilia, Joaquin. / Multi-attribute text classification using the fuzzy Borda method and semantic grades. Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Springer Verlag, 2007. pp. 422-429 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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author = "Eugene Levner and David Alcaide and Joaquin Sicilia",

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doi = "10.1007/978-3-540-73400-0\_53",

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Levner, E, Alcaide, D & Sicilia, J 2007, Multi-attribute text classification using the fuzzy Borda method and semantic grades. in Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4578 LNAI, Springer Verlag, pp. 422-429, 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, 7/07/07. https://doi.org/10.1007/978-3-540-73400-0_53

Multi-attribute text classification using the fuzzy Borda method and semantic grades. / Levner, Eugene; Alcaide, David; Sicilia, Joaquin.
Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Springer Verlag, 2007. p. 422-429 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4578 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Levner E, Alcaide D, Sicilia J. Multi-attribute text classification using the fuzzy Borda method and semantic grades. In Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Springer Verlag. 2007. p. 422-429. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-73400-0_53

Multi-attribute text classification using the fuzzy Borda method and semantic grades

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