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Volumn 6241, Issue , 2006, Pages

Granular computing for data mining

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; DATA PROCESSING; INFORMATION TECHNOLOGY; KNOWLEDGE BASED SYSTEMS; ONLINE SEARCHING; RESEARCH AND DEVELOPMENT MANAGEMENT;

EID: 33747369668     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.669023     Document Type: Conference Paper
Times cited : (61)

References (100)
  • 8
    • 0001084326 scopus 로고
    • Hierarchical classes: Model and data analysis
    • De Boeck, P. and Rosenberg, S. Hierarchical classes: model and data analysis, Psychometrika, 53, 361-381, 1988.
    • (1988) Psychometrika , vol.53 , pp. 361-381
    • De Boeck, P.1    Rosenberg, S.2
  • 11
    • 0008096312 scopus 로고
    • Skilled memory and expertise: Mechanisms of exceptional performance
    • Klahr, D. and Kotovsky, K. (Eds.) Lawrence Erlbaum Associates, Publishers, Hillsdale, New Jersey
    • Ericson, K.A. and Staszewski, Skilled memory and expertise: mechanisms of exceptional performance, in: Klahr, D. and Kotovsky, K. (Eds.) Complex Information Processing: the Impact of Herbert A. Simon, Lawrence Erlbaum Associates, Publishers, Hillsdale, New Jersey, pp. 235-267, 1989.
    • (1989) Complex Information Processing: The Impact of Herbert A. Simon , pp. 235-267
    • Ericson, K.A.1    Staszewski2
  • 12
    • 0003641269 scopus 로고    scopus 로고
    • Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P. and Uthurusamy, R. (Eds.), AAAI/MIT Press, Menlo Park, CA
    • Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P. and Uthurusamy, R. (Eds.) Advances in Knowledge Discovery and Data Mining, AAAI/MIT Press, Menlo Park, CA, 1996.
    • (1996) Advances in Knowledge Discovery and Data Mining
  • 14
    • 33747367269 scopus 로고
    • Teaching proofs: A lesson from software engineering
    • Friske, M. Teaching proofs: a lesson from software engineering, American Mathematical Monthly, 92, 142-144, 1995.
    • (1995) American Mathematical Monthly , vol.92 , pp. 142-144
    • Friske, M.1
  • 19
    • 0033363463 scopus 로고    scopus 로고
    • Fuzzy computing for data mining
    • Hirota, K. and Pedrycz, W. Fuzzy computing for data mining, Proceedings of the IEEE, 87, 1575-1600, 1999.
    • (1999) Proceedings of the IEEE , vol.87 , pp. 1575-1600
    • Hirota, K.1    Pedrycz, W.2
  • 22
    • 9444295952 scopus 로고    scopus 로고
    • Inuiguchi, M., Hirano, S. and Tsumoto, S. (Eds.), Springer, Berlin
    • Inuiguchi, M., Hirano, S. and Tsumoto, S. (Eds.) Rough Set Theory and Granular Computing, Springer, Berlin, 2003.
    • (2003) Rough Set Theory and Granular Computing
  • 24
    • 0003958293 scopus 로고
    • Klahr, D. and Kotovsky, K. (Eds.), Lawrence Erlbaum Associates, Publishers, Hillsdale, New Jersey
    • Klahr, D. and Kotovsky, K. (Eds.) Complex Information Processing: the Impact of Herbert A. Simon, Lawrence Erlbaum Associates, Publishers, Hillsdale, New Jersey, 1989.
    • (1989) Complex Information Processing: The Impact of Herbert A. Simon
  • 27
    • 0028738270 scopus 로고
    • Diakoptics, domain decomposition and parallel computing
    • Lai, C.-H. Diakoptics, domain decomposition and parallel computing, The Computer Journal, 37, 840-846, 1994.
    • (1994) The Computer Journal , vol.37 , pp. 840-846
    • Lai, C.-H.1
  • 30
    • 0001203289 scopus 로고
    • Structuring mathematical proofs
    • Leron, U. Structuring mathematical proofs, American Mathematical Monthly, 90, 174-185, 1983.
    • (1983) American Mathematical Monthly , vol.90 , pp. 174-185
    • Leron, U.1
  • 32
    • 33747356038 scopus 로고    scopus 로고
    • Announcement of the BISC Special Interest Group on Granular Computing
    • Lin, T. Y. Granular computing, Announcement of the BISC Special Interest Group on Granular Computing, 1997.
    • (1997) Granular Computing
    • Lin, T.Y.1
  • 34
    • 0000313665 scopus 로고    scopus 로고
    • Granular computing on binary relations I: Data mining and neighborhood systems, II: Rough set representations and belief functions
    • A. Skowron and L. Polkowski (Eds.), Physica-Verlag
    • Lin, T.Y Granular Computing on binary relations I: Data Mining and Neighborhood Systems, II: Rough Set Representations and Belief Functions, Rough Sets In Knowledge Discovery, A. Skowron and L. Polkowski (Eds.), Physica-Verlag, 107-140, 1998.
    • (1998) Rough Sets in Knowledge Discovery , pp. 107-140
    • Lin, T.Y.1
  • 36
    • 0034274083 scopus 로고    scopus 로고
    • Data mining and machine oriented modeling: A granular computing approach
    • Lin, T.Y. Data mining and machine oriented modeling: a granular computing approach, Journal of Applied Intelligence, 13, 113-124, 2000.
    • (2000) Journal of Applied Intelligence , vol.13 , pp. 113-124
    • Lin, T.Y.1
  • 37
    • 6344234415 scopus 로고    scopus 로고
    • Granulation and nearest neighborhood: Rough set approach
    • Pedrycz, W. (Ed.), Physica-Verlag, Heidelberg
    • Lin, T.Y. Granulation and nearest neighborhood: rough set approach, in: Pedrycz, W. (Ed.), Granular Computing: an Emerging Paradigm, Physica-Verlag, Heidelberg, 125-142, 2001.
    • (2001) Granular Computing: An Emerging Paradigm , pp. 125-142
    • Lin, T.Y.1
  • 39
    • 0010732699 scopus 로고    scopus 로고
    • Lin, T.Y., Yao, Y.Y and Zadeh, L.A. (Eds.), Physica-Verlag, Heidelberg
    • Lin, T.Y., Yao, Y.Y and Zadeh, L.A. (Eds.) Data Mining, Rough Sets and Granular Computing, Physica-Verlag, Heidelberg, 2002.
    • (2002) Data Mining, Rough Sets and Granular Computing
  • 42
  • 43
    • 39749093168 scopus 로고
    • The magical number seven, plus or minus two: Some limits on our capacity for processing information
    • Miller, G.A. The magical number seven, plus or minus two: some limits on our capacity for processing information, Psychological Review, 63, 81-97, 1956.
    • (1956) Psychological Review , vol.63 , pp. 81-97
    • Miller, G.A.1
  • 45
    • 0035860537 scopus 로고    scopus 로고
    • Machine learning for science: State of the art and future prospects
    • Mjolsness, E. and DeCoste, D. Machine learning for science: state of the art and future prospects, Science, 293, 2051-2055, 2001.
    • (2001) Science , vol.293 , pp. 2051-2055
    • Mjolsness, E.1    DeCoste, D.2
  • 47
    • 0002030753 scopus 로고
    • Unsolved problems and potential applications of hierarchy theory
    • Pattee, H.H. (Ed.), George Braziller, New York
    • Pattee, H.H. Unsolved problems and potential applications of hierarchy theory, in: Pattee, H.H. (Ed.), Hierarchy Theory, The Challenge of Complex Systems, George Braziller, New York, 129-156, 1973.
    • (1973) Hierarchy Theory, The Challenge of Complex Systems , pp. 129-156
    • Pattee, H.H.1
  • 55
    • 0003563964 scopus 로고    scopus 로고
    • Polkowski, L. and Skowron, A. (Eds.), Physica-Verlag, Heidelberg
    • Polkowski, L. and Skowron, A. (Eds.) Rough Sets in Knowledge Discovery, I, II, Physica-Verlag, Heidelberg, 1998.
    • (1998) Rough Sets in Knowledge Discovery, I, II
  • 56
    • 0003990636 scopus 로고
    • Posner, M.I. (Ed.), The MIT Press, Cambridge, Massachusetts
    • Posner, M.I. (Ed.) Foundations of Cognitive Science, The MIT Press, Cambridge, Massachusetts, 1989.
    • (1989) Foundations of Cognitive Science
  • 59
    • 0001773490 scopus 로고
    • The organization of complex systems
    • Pattee, H.H. (Ed.), George Braziller, New York
    • Simon, H.A. The organization of complex systems, in: Pattee, H.H. (Ed.) Hierarchy Theory, The Challenge of Complex Systems, George Braziller, New York, 1-27, 1963.
    • (1963) Hierarchy Theory, The Challenge of Complex Systems , pp. 1-27
    • Simon, H.A.1
  • 61
    • 0002488225 scopus 로고    scopus 로고
    • Toward intelligent systems: Calculi of information granules
    • Skowron, A. Toward intelligent systems: calculi of information granules, Bulletin of International Rough Set Society, 5, 9-30, 2001.
    • (2001) Bulletin of International Rough Set Society , vol.5 , pp. 9-30
    • Skowron, A.1
  • 62
    • 84956685557 scopus 로고    scopus 로고
    • Towards discovery of information granules
    • LNCS 1704
    • Skowron, A. and Stepaniuk, J. Towards discovery of information granules, Proceedings of PKDD'99, 542-547, LNCS 1704, 1999.
    • (1999) Proceedings of PKDD'99 , pp. 542-547
    • Skowron, A.1    Stepaniuk, J.2
  • 64
    • 0001817376 scopus 로고
    • Concepts and induction
    • Posner, M.I. (Ed.), The MIT Press, Cambridge, Massachusetts
    • Smith, E.E. Concepts and induction, in: Posner, M.I. (Ed.), Foundations of Cognitive Science, The MIT Press, Cambridge, Massachusetts, 501-526, 1989.
    • (1989) Foundations of Cognitive Science , pp. 501-526
    • Smith, E.E.1
  • 66
    • 84947778799 scopus 로고    scopus 로고
    • Modelling medical diagnostic rules based on rough sets
    • LNAI 1424
    • Tsumoto, S. Modelling medical diagnostic rules based on rough sets, Rough Sets and Current Trends in Computing, LNAI 1424, 475-482, 1998.
    • (1998) Rough Sets and Current Trends in Computing , pp. 475-482
    • Tsumoto, S.1
  • 67
    • 84947733782 scopus 로고    scopus 로고
    • Automated discovery of plausible rules based on rough sets and rough inclusion
    • LNAI 1574
    • Tsumoto, S. Automated discovery of plausible rules based on rough sets and rough inclusion, Proceedings of PAKDD'99, LNAI 1574, 210-219, 1999.
    • (1999) Proceedings of PAKDD'99 , pp. 210-219
    • Tsumoto, S.1
  • 69
    • 0004157938 scopus 로고
    • Van Mechelen, I., Hampton, J., Michalski, R.S. and Theuns, P. (Eds.), Academic Press, New York
    • Van Mechelen, I., Hampton, J., Michalski, R.S. and Theuns, P. (Eds.), Categories and Concepts, Theoretical Views and Inductive Data Analysis, Academic Press, New York, 1993.
    • (1993) Categories and Concepts, Theoretical Views and Inductive Data Analysis
  • 70
    • 9444231731 scopus 로고    scopus 로고
    • Wang, G., Liu, Q., Yao, Y.Y. and Skowron, A. (Eds.), LNCS 2639, Springer, Berlin
    • Wang, G., Liu, Q., Yao, Y.Y. and Skowron, A. (Eds.) Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, LNCS 2639, Springer, Berlin, 2003.
    • (2003) Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
  • 71
    • 0000398336 scopus 로고
    • Restructuring lattice theory: An approach based on hierarchies of concepts
    • Ivan Rival (Ed.), Reidel, Dordecht-Boston
    • Wille, R. Restructuring lattice theory: an approach based on hierarchies of concepts, in: Ivan Rival (Ed.), Ordered sets, Reidel, Dordecht-Boston, 445-470, 1982.
    • (1982) Ordered Sets , pp. 445-470
    • Wille, R.1
  • 72
    • 0004253351 scopus 로고
    • Whyte, L.L., Wilson, A.G. and Wilson, D. (Eds.), American Elsevier Publishing Company, Inc., New York
    • Whyte, L.L., Wilson, A.G. and Wilson, D. (Eds.) Hierarchical Structures, American Elsevier Publishing Company, Inc., New York, 1969.
    • (1969) Hierarchical Structures
  • 75
    • 0001775050 scopus 로고    scopus 로고
    • Granular computing using neighborhood systems
    • Roy, R., Furuhashi, T., and Chawdhry, P.K. (Eds.), Springer-Verlag, London
    • Yao, Y.Y., Granular computing using neighborhood systems, in: Roy, R., Furuhashi, T., and Chawdhry, P.K. (Eds.), Advances in Soft Computing: Engineering Design and Manufacturing, Springer-Verlag, London, 539-553, 1999.
    • (1999) Advances in Soft Computing: Engineering Design and Manufacturing , pp. 539-553
    • Yao, Y.Y.1
  • 77
    • 0035155557 scopus 로고    scopus 로고
    • Information granulation and rough set approximation
    • Yao, Y.Y. Information granulation and rough set approximation, International Journal of Intelligent Systems, 16, 87-104, 2001.
    • (2001) International Journal of Intelligent Systems , vol.16 , pp. 87-104
    • Yao, Y.Y.1
  • 78
    • 0035163419 scopus 로고    scopus 로고
    • Modeling data mining with granular computing
    • Yao, Y.Y. Modeling data mining with granular computing, Proceedings of COMPSAC 2001, 638-643, 2001.
    • (2001) Proceedings of COMPSAC 2001 , pp. 638-643
    • Yao, Y.Y.1
  • 79
    • 33747353622 scopus 로고    scopus 로고
    • Information granulation and approximation in a decision-theoretical model of rough sets
    • Pal, S.K., Polkowski, L., and Skowron, A. (Eds.), Springer, Berlin
    • Yao, Y.Y. Information granulation and approximation in a decision-theoretical model of rough sets, in: Pal, S.K., Polkowski, L., and Skowron, A. (Eds.), Rough-Neural Computing: Techniques for Computing with Words, Springer, Berlin, 491-518, 2003.
    • (2003) Rough-neural Computing: Techniques for Computing with Words , pp. 491-518
    • Yao, Y.Y.1
  • 80
    • 0042326660 scopus 로고    scopus 로고
    • A step towards the foundations of data mining
    • Dasarathy, B.V. (Ed.), The International Society for Optical Engineering
    • Yao, Y.Y. A step towards the foundations of data mining, in: Dasarathy, B.V. (Ed.), Data Mining and Knowledge Discovery: Theory, Tools, and Technology V, The International Society for Optical Engineering, pp. 254-263, 2003.
    • (2003) Data Mining and Knowledge Discovery: Theory, Tools, and Technology V , pp. 254-263
    • Yao, Y.Y.1
  • 81
    • 35048879624 scopus 로고    scopus 로고
    • A partition model of granular computing
    • Yao, Y.Y. A partition model of granular computing, LNCS Transactions on Rough Sets, 1, 232-253, 2004.
    • (2004) LNCS Transactions on Rough Sets , vol.1 , pp. 232-253
    • Yao, Y.Y.1
  • 85
    • 33644959484 scopus 로고    scopus 로고
    • A generalized decision logic language for granular computing
    • Yao, Y.Y. and Liau, C.-J. A generalized decision logic language for granular computing, Proceedings of FUZZ-IEEE '02, 1092-1097, 2002.
    • (2002) Proceedings of FUZZ-IEEE '02 , pp. 1092-1097
    • Yao, Y.Y.1    Liau, C.-J.2
  • 86
    • 7444250827 scopus 로고    scopus 로고
    • Granular computing based on rough sets, quotient space theory, and belief functions
    • Yao, Y.Y., Liau, C.-J. and Zhong, N. Granular computing based on rough sets, quotient space theory, and belief functions, Proceedings of ISMIS'03, 152-159, 2003.
    • (2003) Proceedings of ISMIS'03 , pp. 152-159
    • Yao, Y.Y.1    Liau, C.-J.2    Zhong, N.3
  • 87
    • 33747377873 scopus 로고    scopus 로고
    • Explanation-oriented data mining
    • Wang, J. (Ed.), Idea Group Inc.
    • Yao, Y.Y. and Zhao, Y. Explanation-oriented data mining, in: Wang, J. (Ed.), Encyclopedia of Data Warehousing and Mining, Idea Group Inc., pp. 492-297, 2005.
    • (2005) Encyclopedia of Data Warehousing and Mining , pp. 492-1297
    • Yao, Y.Y.1    Zhao, Y.2
  • 90
    • 0013029227 scopus 로고    scopus 로고
    • Granular computing using information tables
    • Lin, T.Y., Yao, Y.Y. and Zadeh, L.A. (Eds.), Physica-Verlag, Heidelberg
    • Yao, Y.Y. and Zhong, N. Granular computing using information tables, in: Lin, T.Y., Yao, Y.Y. and Zadeh, L.A. (Eds.), Data Mining, Rough Sets and Granular Computing, Physica-Verlag, Heidelberg, 102-124, 2002.
    • (2002) Data Mining, Rough Sets and Granular Computing , pp. 102-124
    • Yao, Y.Y.1    Zhong, N.2
  • 91
    • 0002263693 scopus 로고
    • Fuzzy sets and information granulation
    • M. Gupta, R.K. Ragade, R.R. Yager (Eds.), North-Holland Publishing Company
    • Zadeh, L.A. Fuzzy sets and information granulation, Advances in Fuzzy Set Theory and Applications, M. Gupta, R.K. Ragade, R.R. Yager (Eds.), North-Holland Publishing Company, 3-18, 1979.
    • (1979) Advances in Fuzzy Set Theory and Applications , pp. 3-18
    • Zadeh, L.A.1
  • 92
    • 1642469977 scopus 로고    scopus 로고
    • Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic
    • Zadeh, L.A. Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic, Fuzzy Sets and Systems, 19, 111-127, 1997.
    • (1997) Fuzzy Sets and Systems , vol.19 , pp. 111-127
    • Zadeh, L.A.1
  • 93
    • 0003123776 scopus 로고    scopus 로고
    • Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems
    • Zadeh, L.A. Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/ intelligent systems, Soft Computing, 2, 23-25, 1998.
    • (1998) Soft Computing , vol.2 , pp. 23-25
    • Zadeh, L.A.1
  • 95
    • 2342548280 scopus 로고    scopus 로고
    • The quotient space theory of problem solving
    • Zhang, L. and Zhang, B. The quotient space theory of problem solving, Fundamenta Informatcae, 59, 287-298, 2004.
    • (2004) Fundamenta Informatcae , vol.59 , pp. 287-298
    • Zhang, L.1    Zhang, B.2
  • 96
    • 0242352585 scopus 로고    scopus 로고
    • A rough set approach to knowledge reduction based on inclusion degree and evidence reasoning theory
    • Zhang, M., Xu, L.D., Zhang, W.X. and Li, H.Z. A rough set approach to knowledge reduction based on inclusion degree and evidence reasoning theory, Expert Systems, 20, 298-304, 2003.
    • (2003) Expert Systems , vol.20 , pp. 298-304
    • Zhang, M.1    Xu, L.D.2    Zhang, W.X.3    Li, H.Z.4
  • 97


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