Combining classifiers based on OWA operators with an application to word sense disambiguation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3641 LNAI, Issue , 2005, Pages 512-521

  Le, Cuong Anh ^a   Huynh, Van Nam ^a   Dam, Hieu Chi ^a   Shimazu, Akira ^a  

^a JAPAN ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

Classifier combination; Computational linguistics; OWA operator; Word sense disambiguation

Indexed keywords

CLASSIFIERS; DECISION THEORY; DESIGN FOR TESTABILITY; MATHEMATICAL OPERATORS; MATHEMATICAL TECHNIQUES;

CLASSIFIER COMBINATION; DATASETS; OWA OPERATOR; POLYSEMOUS WORDS; WORD SENSE DISAMBIGUATION;

COMPUTATIONAL LINGUISTICS;

EID: 33645998767     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11548669_53     Document Type: Conference Paper

References (16)

1. Bruce, R., Wiebe, J.: Word-Sense Disambiguation using Decomposable Models. In: Proc. of the 32nd Annual Meeting of the Association for Computational Linguistics (ACL) (1994) 139-145
2. Florian, R., Yarowsky, D.: Modeling consensus: Classifier combination for Word Sense Disambiguation. In: Proc. of EMNLP 2002 (2002) 25-32
3. Herrera, F., Verdegay, J.L.: A linguistic decision process in group decision making. Group Decision Negotiation 5 (1996) 165-176
4. Hoste, V., Hendrickx, I., Daelemans, W., van den Bosch, A.: Parameter optimization for machine-learning of word sense disambiguation. Natural Language Engineering 8 (3) (2002) 311-325
5. Ide, N., Véronis, J.: Introduction to the Special Issue on Word Sense Disambiguation: The State of the Art. Computational Linguistics 24 (1998) 1-40
6. Kilgarriff, A., Rosenzweig, J.: Framework and results for English SENSEVAL. Computers and the Humanities 36 (2000) 15-48
7. Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (3) (1998) 226-239
8. Klein, D., Toutanova, K., Ilhan, H.T., Kamvar, S.D., Manning, C.D.: Combining heterogeneous classifiers for Word-Sense Disambiguation. In: Proc. of ACL WSD Workshop (2002) 74-80
9. Kuncheva, L.I.: Combining classifiers: Soft computing solutions. In: S. K. Pal, A. Pal (eds) Pattern Recognition: From Classical to Modern Approaches. World Scientific (2001) 427-451
10. Leacock, C., Chodorow, M., Miller, G.: Using corpus statistics and WordNet relations for Sense Identification. Computational Linguistics (1998) 147-165
11. Mooney, R.J.: Comparative experiments on Disambiguating Word Senses: An illustration of the role of bias in machine learning. In: Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (1996) 82-91
12. Ng, H.T., Lee, H.B.: Integrating multiple knowledge sources to Disambiguate Word Sense: An exemplar-based approach. In: Proc. of the 34th Annual Meeting of the Society for Computational Linguistics (ACL) (1996) 40-47
13. Pedersen, T.: A simple approach to building ensembles of Naive Bayesian classifiers for Word Sense Disambiguation. In: Proc. of the North American Chapter of the Association for Computational Linguistics (NAACL) (2000) 63-69
14. Wang, X.J., Matsumoto, Y.: Trajectory based word sense disambiguation. In: Proc. of the 20th International Conference on Computational Linguistics. Geneva (2004) 903-909
15. Yager, R.R.: On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Transactions on Systems, Man, and Cybernetics 18 (1988) 183-190
16. Zadeh, L.A.: A computational approach to fuzzy quantifiers in natural languages. Computers and Mathematics with Applications 9 (1983) 149-184