메뉴 건너뛰기




Volumn 34, Issue 8, 2009, Pages 792-806

Metric-based stochastic conceptual clustering for ontologies

Author keywords

Conceptual clustering; Description logics; Evolutionary algorithms; Genetic programming; Metric learning; Randomized optimization; Unsupervised learning

Indexed keywords

DATA DESCRIPTION; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; GENETIC PROGRAMMING; ONTOLOGY; STOCHASTIC SYSTEMS; UNSUPERVISED LEARNING;

EID: 68249093516     PISSN: 03064379     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.is.2009.03.008     Document Type: Article
Times cited : (26)

References (39)
  • 1
    • 0003727420 scopus 로고    scopus 로고
    • F. Baader, D. Calvanese, D. McGuinness, D. Nardi, P. Patel-Schneider Eds, Cambridge University Press, Cambridge
    • F. Baader, D. Calvanese, D. McGuinness, D. Nardi, P. Patel-Schneider (Eds.), The Description Logic Handbook, Cambridge University Press, Cambridge, 2003.
    • (2003) The Description Logic Handbook
  • 3
    • 49949085013 scopus 로고    scopus 로고
    • Kernel methods for mining instance data in ontologies
    • K. Aberer, et al, Eds, Proceedings of the 6th International Semantic Web Conference, ISWC2007, Springer, Berlin
    • S. Bloehdorn, Y. Sure, Kernel methods for mining instance data in ontologies, in: K. Aberer, et al. (Eds.), Proceedings of the 6th International Semantic Web Conference, ISWC2007, Lecture Notes in Computer Science, vol. 4825, Springer, Berlin, 2007, pp. 58-71.
    • (2007) Lecture Notes in Computer Science , vol.4825 , pp. 58-71
    • Bloehdorn, S.1    Sure, Y.2
  • 6
    • 45449113153 scopus 로고    scopus 로고
    • Query answering and ontology population: An inductive approach
    • S. Bechhofer, et al, Eds, Proceedings of the 5th European Semantic Web Conference, ESWC, Springer, Berlin
    • C. d'Amato, N. Fanizzi, F. Esposito, Query answering and ontology population: an inductive approach, in: S. Bechhofer, et al. (Eds.), Proceedings of the 5th European Semantic Web Conference, ESWC 2008, Lecture Notes in Computer Science, vol. 5021, Springer, Berlin, 2008, pp. 288-302.
    • (2008) Lecture Notes in Computer Science , vol.5021 , pp. 288-302
    • d'Amato, C.1    Fanizzi, N.2    Esposito, F.3
  • 7
    • 56649097242 scopus 로고    scopus 로고
    • On the influence of description logics ontologies on conceptual similarity
    • A. Gangemi, J. Euzenat Eds, Proceedings of the 16th EKAW Conference, EKAW2008, Springer, Berlin
    • C. d'Amato, S. Staab, N. Fanizzi, On the influence of description logics ontologies on conceptual similarity, in: A. Gangemi, J. Euzenat (Eds.), Proceedings of the 16th EKAW Conference, EKAW2008, Lecture Notes in Artificial Intelligence, vol. 5268, Springer, Berlin, 2008, pp. 48-63.
    • (2008) Lecture Notes in Artificial Intelligence , vol.5268 , pp. 48-63
    • d'Amato, C.1    Staab, S.2    Fanizzi, N.3
  • 8
    • 84877327956 scopus 로고    scopus 로고
    • 2 2007, CEUR Workshop Proceedings, 243, CEUR-WS.org, 2007.
    • 2 2007, CEUR Workshop Proceedings, vol. 243, CEUR-WS.org, 2007.
  • 13
    • 45449103258 scopus 로고    scopus 로고
    • Conceptual clustering for concept drift and novelty detection
    • S. Bechhofer, et al, Eds, Proceedings of the 5th European Semantic Web Conference, ESWC2008, Springer, Berlin
    • N. Fanizzi, C. d'Amato, F. Esposito, Conceptual clustering for concept drift and novelty detection, in: S. Bechhofer, et al. (Eds.), Proceedings of the 5th European Semantic Web Conference, ESWC2008, Lecture Notes in Computer Science, vol. 5021, Springer, Berlin, 2008, pp. 318-332.
    • (2008) Lecture Notes in Computer Science , vol.5021 , pp. 318-332
    • Fanizzi, N.1    d'Amato, C.2    Esposito, F.3
  • 14
    • 52149100130 scopus 로고    scopus 로고
    • DL-Foil: Concept learning in description logics
    • F. Zelezný, N. Lavrač Eds, Proceedings of the 18th International Conference on Inductive Logic Programming, ILP2008, Springer, Prague, Czech Republic
    • N. Fanizzi, C. d'Amato, F. Esposito, DL-Foil: concept learning in description logics, in: F. Zelezný, N. Lavrač (Eds.), Proceedings of the 18th International Conference on Inductive Logic Programming, ILP2008, Lecture Notes in Artificial Intelligence, vol. 5194, Springer, Prague, Czech Republic, 2008, pp. 107-121.
    • (2008) Lecture Notes in Artificial Intelligence , vol.5194 , pp. 107-121
    • Fanizzi, N.1    d'Amato, C.2    Esposito, F.3
  • 15
    • 68249111733 scopus 로고    scopus 로고
    • Evolutionary conceptual clustering based on induced pseudo-metrics
    • Fanizzi N., d'Amato C., and Esposito F. Evolutionary conceptual clustering based on induced pseudo-metrics. Semantic Web Information Systems 4 3 (2008) 44-67
    • (2008) Semantic Web Information Systems , vol.4 , Issue.3 , pp. 44-67
    • Fanizzi, N.1    d'Amato, C.2    Esposito, F.3
  • 16
    • 22944452791 scopus 로고    scopus 로고
    • Concept formation in expressive description logics
    • J.-F. Boulicaut, et al, Eds, Proceedings of the 15th European Conference on Machine Learning, ECML2004, Springer, Berlin
    • N. Fanizzi, L. Iannone, I. Palmisano, G. Semeraro, Concept formation in expressive description logics, in: J.-F. Boulicaut, et al. (Eds.), Proceedings of the 15th European Conference on Machine Learning, ECML2004, Lecture Notes in Artificial Intelligence, vol. 3201, Springer, Berlin, 2004, pp. 99-113.
    • (2004) Lecture Notes in Artificial Intelligence , vol.3201 , pp. 99-113
    • Fanizzi, N.1    Iannone, L.2    Palmisano, I.3    Semeraro, G.4
  • 17
    • 0002618404 scopus 로고    scopus 로고
    • Discovering patterns in spatial data using evolutionary programming
    • J. Koza, et al, Eds, MIT Press, Stanford University, CA, USA
    • A. Ghozeil, D. Fogel, Discovering patterns in spatial data using evolutionary programming, in: J. Koza, et al. (Eds.), Genetic Programming 1996: Proceedings of the First Annual Conference, MIT Press, Stanford University, CA, USA, 1996, pp. 521-527.
    • (1996) Genetic Programming 1996: Proceedings of the First Annual Conference , pp. 521-527
    • Ghozeil, A.1    Fogel, D.2
  • 22
    • 33847700478 scopus 로고    scopus 로고
    • An algorithm based on counterfactuals for concept learning in the semantic web
    • Iannone L., Palmisano I., and Fanizzi N. An algorithm based on counterfactuals for concept learning in the semantic web. Applied Intelligence 26 2 (2007) 139-159
    • (2007) Applied Intelligence , vol.26 , Issue.2 , pp. 139-159
    • Iannone, L.1    Palmisano, I.2    Fanizzi, N.3
  • 24
    • 33845422518 scopus 로고    scopus 로고
    • Sim-DL: Towards a semantic similarity measurement theory for the description logic ALCNR in geographic information retrieval
    • R. Meersman, et al, Eds, Proceedings of the OTM Confederated International Workshops, Springer, Berlin
    • K. Janowicz, Sim-DL: towards a semantic similarity measurement theory for the description logic ALCNR in geographic information retrieval, in: R. Meersman, et al. (Eds.), Proceedings of the OTM Confederated International Workshops, Lecture Notes in Artificial Intelligence, vol. 4278, Springer, Berlin, 2006, pp. 1681-1692.
    • (2006) Lecture Notes in Artificial Intelligence , vol.4278 , pp. 1681-1692
    • Janowicz, K.1
  • 26
    • 0342984487 scopus 로고
    • A polynomial approach to the constructive induction of structural knowledge
    • Kietz J.-U., and Morik K. A polynomial approach to the constructive induction of structural knowledge. Machine Learning 14 2 (1994) 193-218
    • (1994) Machine Learning , vol.14 , Issue.2 , pp. 193-218
    • Kietz, J.-U.1    Morik, K.2
  • 27
    • 84947429258 scopus 로고    scopus 로고
    • Relational distance-based clustering, in: D
    • Page Ed, Proceedings of the 8th International Workshop, ILP98, Springer, Berlin
    • M. Kirsten, S. Wrobel, Relational distance-based clustering, in: D. Page (Ed.), Proceedings of the 8th International Workshop, ILP98, Lecture Notes in Computer Science, vol. 1446, Springer, Berlin, 1998, pp. 261-270.
    • (1998) Lecture Notes in Computer Science , vol.1446 , pp. 261-270
    • Kirsten, M.1    Wrobel, S.2
  • 30
    • 40249088276 scopus 로고    scopus 로고
    • Foundations of refinement operators for description logics
    • H. Blockeel, et al, Eds, Proceedings of the 17th International Conference on Inductive Logic Programming, ILP2007, Springer, Berlin
    • J. Lehmann, P. Hitzler, Foundations of refinement operators for description logics, in: H. Blockeel, et al. (Eds.), Proceedings of the 17th International Conference on Inductive Logic Programming, ILP2007, Lecture Notes in Computer Science, vol. 1446, Springer, Berlin, 2008, pp. 161-174.
    • (2008) Lecture Notes in Computer Science , vol.1446 , pp. 161-174
    • Lehmann, J.1    Hitzler, P.2
  • 31
    • 0347817563 scopus 로고    scopus 로고
    • One step evolutionary mining of context sensitive associations and web navigation patterns
    • Arlington, VA
    • O. Nasraoui, R. Krishnapuram, One step evolutionary mining of context sensitive associations and web navigation patterns, in: Proceedings of the SIAM Conference on Data Mining, Arlington, VA, 2002, pp. 531-547.
    • (2002) Proceedings of the SIAM Conference on Data Mining , pp. 531-547
    • Nasraoui, O.1    Krishnapuram, R.2
  • 34
    • 79960115436 scopus 로고    scopus 로고
    • Distances and limits on Herbrand interpretations, in: D
    • Page Ed, Proceedings of the 8th International Workshop on Inductive Logic Programming, ILP98, Springer, Berlin
    • S.-H. Nienhuys-Cheng, Distances and limits on Herbrand interpretations, in: D. Page (Ed.), Proceedings of the 8th International Workshop on Inductive Logic Programming, ILP98, Lecture Notes in Artificial Intelligence, vol. 1446, Springer, Berlin, 1998, pp. 250-260.
    • (1998) Lecture Notes in Artificial Intelligence , vol.1446 , pp. 250-260
    • Nienhuys-Cheng, S.-H.1
  • 36
    • 35248892821 scopus 로고    scopus 로고
    • E. Spinosa, A. Ponce de Leon Ferreira de Carvalho, J. Gama, OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams, in: Proceedings of the 22nd Annual ACM Symposium of Applied Computing, SAC2007, 1, ACM, Seoul, South Korea, 2007, pp. 448-452.
    • E. Spinosa, A. Ponce de Leon Ferreira de Carvalho, J. Gama, OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams, in: Proceedings of the 22nd Annual ACM Symposium of Applied Computing, SAC2007, vol. 1, ACM, Seoul, South Korea, 2007, pp. 448-452.
  • 37
    • 0022662928 scopus 로고
    • Conceptual clustering of structured objects: a goal-oriented approach
    • Stepp R.E., and Michalski R.S. Conceptual clustering of structured objects: a goal-oriented approach. Artificial Intelligence 28 1 (1986) 43-69
    • (1986) Artificial Intelligence , vol.28 , Issue.1 , pp. 43-69
    • Stepp, R.E.1    Michalski, R.S.2
  • 38
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • Widmer G., and Kubat M. Learning in the presence of concept drift and hidden contexts. Machine Learning 23 1 (1996) 69-101
    • (1996) Machine Learning , vol.23 , Issue.1 , pp. 69-101
    • Widmer, G.1    Kubat, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.