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Volumn 35, Issue 1, 2003, Pages 45-87

Feature selection on hierarchy of web documents

Author keywords

Data mining; Document categorization; Feature selection; Machine learning; Maintaining document ontology; Text mining

Indexed keywords

DATA MINING; INFORMATION RETRIEVAL; LEARNING SYSTEMS; PROBABILITY; VECTORS;

EID: 0037375142     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9236(02)00097-0     Document Type: Article
Times cited : (105)

References (45)
  • 1
    • 0001371923 scopus 로고    scopus 로고
    • Fast discovery of association rules
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy. Menlo Park, CA: AAAI Press/The MIT Press
    • Agrawal R., Mannila H., Srikant R., Toivonen H., Verkamo A.I. Fast discovery of association rules. Fayyad U.M., Piatetsky-Shapiro G., Smyth P., Uthurusamy R. Advances in Knowledge Discovery and Data Mining. 1996;307-328 AAAI Press/The MIT Press, Menlo Park, CA.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 307-328
    • Agrawal, R.1    Mannila, H.2    Srikant, R.3    Toivonen, H.4    Verkamo, A.I.5
  • 2
    • 0001918655 scopus 로고
    • Feature selection for case-based classification of cloud types: An empirical comparison
    • Seattle, WA: AAAI Press
    • Aha D.W., Bankert R.L. Feature selection for case-based classification of cloud types: an empirical comparison. Proceedings of the AAAI'94 Workshop on Case-Based Reasoning. 1994;106-112 AAAI Press, Seattle, WA.
    • (1994) Proceedings of the AAAI'94 Workshop on Case-Based Reasoning , pp. 106-112
    • Aha, D.W.1    Bankert, R.L.2
  • 6
    • 0002706758 scopus 로고
    • Learning information retrieval agents: Experiments with automated web browsing
    • Distributed Environments, Stanford, Menlo Park, CA: AAAI Press
    • Balabanovi M., Shoham Y. Learning information retrieval agents: experiments with automated web browsing. Proceedings of the AAAI 1995 Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments, Stanford. 1995;80-84 AAAI Press, Menlo Park, CA. http://www.robotics.stanford.edu/people/marko/papers/lira.ps.
    • (1995) Proceedings of the AAAI 1995 Spring Symposium on Information Gathering from Heterogeneous , pp. 80-84
    • Balabanovi, M.1    Shoham, Y.2
  • 7
    • 0029546874 scopus 로고
    • Using linear algebra for intelligent information retrieval
    • Berry M.W., Dumais S.T., OBrein G.W. Using linear algebra for intelligent information retrieval. SIAM Review. 37(4):1995;573-595.
    • (1995) SIAM Review , vol.37 , Issue.4 , pp. 573-595
    • Berry, M.W.1    Dumais, S.T.2    OBrein, G.W.3
  • 11
    • 0002428766 scopus 로고
    • Learning to classify English text with ILP methods
    • Leuven, Belgium: Katholieke Universiteit Leuven
    • Cohen W.W. Learning to classify English text with ILP methods. Proceedings of the Workshop on Inductive Logic Programming, Leuven. 1995;231-240 Katholieke Universiteit Leuven, Belgium.
    • (1995) Proceedings of the Workshop on Inductive Logic Programming , pp. 231-240
    • Cohen, W.W.1
  • 12
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • The Netherlands: Kluwer
    • Domingos P., Pazzani M. On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning. vol. 29:1997;103-130 Kluwer, The Netherlands.
    • (1997) Machine Learning , vol.29 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 13
    • 0012177121 scopus 로고    scopus 로고
    • D. Filo, J. Yang, Yahoo! http://www.yahoo.com/docs/pr/, 1997.
    • (1997)
    • Filo, D.1    Yang, J.2
  • 15
    • 0003521020 scopus 로고    scopus 로고
    • Learning machine: Design and implementation
    • Department for Intelligent Systems, J. Stefan Institute, Slovenia
    • M. Grobelnik, D. Mladenić, Learning machine: design and implementation. Technical Report IJS-DP-7824, Department for Intelligent Systems, J. Stefan Institute, Slovenia, 1998.
    • (1998) Technical Report IJS-DP-7824
    • Grobelnik, M.1    Mladenić, D.2
  • 17
    • 0002409860 scopus 로고    scopus 로고
    • A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization
    • San Francisco, CA: Morgan Kaufmann
    • Joachims T. A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization. Proceedings of the 14th International Conference on Machine Learning ICML97. 1997;143-151 Morgan Kaufmann, San Francisco, CA.
    • (1997) Proceedings of the 14th International Conference on Machine Learning ICML97 , pp. 143-151
    • Joachims, T.1
  • 25
    • 0002312061 scopus 로고
    • Feature selection and feature extraction for text categorization
    • Harriman, CA: Morgan Kaufmann
    • Lewis D.D. Feature selection and feature extraction for text categorization. Proceedings of Speech and Natural Language Workshop. 1992;212-217 Morgan Kaufmann, Harriman, CA.
    • (1992) Proceedings of Speech and Natural Language Workshop , pp. 212-217
    • Lewis, D.D.1
  • 33
    • 0012133755 scopus 로고
    • MSc Thesis, Faculty of Computer and Information Science, University of Ljubljana, Slovenia
    • D. Mladenić, Domain-Tailored Machine Learning. MSc Thesis, Faculty of Computer and Information Science, University of Ljubljana, Slovenia, 1995.
    • (1995) D. Domain-Tailored Machine Learning
    • Mladenić, D.1
  • 34
    • 0003433013 scopus 로고    scopus 로고
    • Personal webwatcher: Implementation and design
    • Department for Intelligent Systems, J. Stefan Institute, Slovenia, 1996.
    • D. Mladenić, Personal webwatcher: implementation and design, Technical Report IJS-DP-7472, Department for Intelligent Systems, J. Stefan Institute, Slovenia, 1996.
    • (1996) Technical Report IJS-DP-7472
    • Mladenić, D.1
  • 37
    • 0031168547 scopus 로고    scopus 로고
    • Learning and revising user profiles: The identification of interesting web sites
    • The Netherlands: Kluwer
    • Pazzani M., Billsus D. Learning and revising user profiles: the identification of interesting web sites. Machine Learning. vol. 27:1997;313-331 Kluwer, The Netherlands.
    • (1997) Machine Learning , vol.27 , pp. 313-331
    • Pazzani, M.1    Billsus, D.2
  • 39
    • 0002659710 scopus 로고
    • Constructing decision tree
    • San Mateo, CA: Morgan Kaufman Publishers
    • Quinlan J.R. Constructing decision tree. C4.5: Programs for Machine Learning. 1993;17-26 Morgan Kaufman Publishers, San Mateo, CA.
    • (1993) C4.5: Programs for Machine Learning , pp. 17-26
    • Quinlan, J.R.1
  • 41
    • 0012208857 scopus 로고
    • Term-relevance computations and perfect retrieval performance
    • Shaw W.M. Jr. Term-relevance computations and perfect retrieval performance. Information Processing & Management. 31(4):1995;491-498.
    • (1995) Information Processing & Management , vol.31 , Issue.4 , pp. 491-498
    • Shaw W.M., Jr.1
  • 42
    • 0012657799 scopus 로고
    • Prototype and feature selection by sampling and random mutation hill climbing algorithms
    • San Francisco, CA: Morgan Kaufmann
    • Skalak D.B. Prototype and feature selection by sampling and random mutation hill climbing algorithms. Proceedings of the 11th International Conference on Machine Learning ICML94. 1994;293-301 Morgan Kaufmann, San Francisco, CA.
    • (1994) Proceedings of the 11th International Conference on Machine Learning ICML94 , pp. 293-301
    • Skalak, D.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.