메뉴 건너뛰기




Volumn , Issue , 2008, Pages 375-400

A Unified Approach to Granulation of Knowledge and Granular Computing Based on Rough Mereology: A Survey

Author keywords

Archimedean t norms; Fuzzy similarity relations; Granular agent network; Granular decision systems; Granulation based rough mereology; Mereology theory of concepts; Rough mereological perceptron; Rough mereology and rough set theory ideology; Rough set theory framework

Indexed keywords


EID: 84889436001     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470724163.ch16     Document Type: Chapter
Times cited : (42)

References (69)
  • 1
    • 0002263693 scopus 로고
    • Fuzzy sets and information granularity
    • In: M. Gupta, R. Ragade, and R. Yager (eds) ,, North-Holland, Amsterdam
    • L.A. Zadeh. Fuzzy sets and information granularity. In: M. Gupta, R. Ragade, and R. Yager (eds) , Advances in Fuzzy Set Theory and Applications. North-Holland, Amsterdam, 1979, pp. 3-18.
    • (1979) Advances in Fuzzy Set Theory and Applications , pp. 3-18
    • Zadeh, L.A.1
  • 2
    • 0035414697 scopus 로고    scopus 로고
    • Rough mereological calculi of granules: A rough set approach to computation
    • L. Polkowski and A. Skowron. Rough mereological calculi of granules: A rough set approach to computation. Comput. Intell. Int. J. 17 (2001) 472-492.
    • (2001) Comput. Intell. Int. J. , vol.17 , pp. 472-492
    • Polkowski, L.1    Skowron, A.2
  • 3
    • 33645816569 scopus 로고    scopus 로고
    • From rough sets and neighborhood systems to information granulation and computing with words
    • In:, Verlag Mainz, Aachen
    • T.Y. Lin. From rough sets and neighborhood systems to information granulation and computing with words. In: Proceedings of the European Congress on Intelligent Techniques and Soft Computing, Verlag Mainz, Aachen, 1997, pp. 1602-1606.
    • (1997) Proceedings of the European Congress on Intelligent Techniques and Soft Computing , pp. 1602-1606
    • Lin, T.Y.1
  • 4
    • 0003922190 scopus 로고    scopus 로고
    • Pattern Classification
    • Wiley Interscience, New York
    • R.O. Duda, R.E. Hart, and D.G. Stork. Pattern Classification. Wiley Interscience, New York, 2001.
    • (2001)
    • Duda, R.O.1    Hart, R.E.2    Stork, D.G.3
  • 6
  • 7
    • 0035151902 scopus 로고    scopus 로고
    • Information granules: Towards foundations of granular computing
    • A. Skowron and J. Stepaniuk. Information granules: Towards foundations of granular computing. Int. J. Intell. Syst. 16 (2001) 57-85.
    • (2001) Int. J. Intell. Syst. , vol.16 , pp. 57-85
    • Skowron, A.1    Stepaniuk, J.2
  • 8
    • 2342662469 scopus 로고    scopus 로고
    • Information granules and rough-neural computing
    • In: S. K. Pal, L. Polkowski, and A. Skowron (eds.) ,, Springer-Verlag, Berlin
    • A. Skowron and J. Stepaniuk. Information granules and rough-neural computing. In: S. K. Pal, L. Polkowski, and A. Skowron (eds.) , Rough-Neural Computing. Techniques for Computing with Words. Springer-Verlag, Berlin, 2004, pp. 43-84.
    • (2004) Rough-Neural Computing. Techniques for Computing with Words , pp. 43-84
    • Skowron, A.1    Stepaniuk, J.2
  • 9
    • 84889419812 scopus 로고    scopus 로고
    • Wiersze Wybrane (Selected Poems, in Polish)
    • Wyd. a5, Kraków
    • Z. Herbert. Wiersze Wybrane (Selected Poems, in Polish) . Wyd. a5, Kraków, 2004.
    • (2004)
    • Herbert, Z.1
  • 10
    • 33746719099 scopus 로고    scopus 로고
    • Granular computing: Examples, intuitions and modeling
    • In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) ,, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ
    • T.Y. Lin. Granular computing: Examples, intuitions and modeling. In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) , Proceedings of 2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ, 2005, pp. 40-44.
    • (2005) Proceedings of 2005 IEEE Conference on Granular Computing , pp. 40-44
    • Lin, T.Y.1
  • 11
    • 33746757064 scopus 로고    scopus 로고
    • Perspectives of granular computing
    • In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds), GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ
    • Y.Y. Yao. Perspectives of granular computing. In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) Proceedings of2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ, 2005, pp. 85-90.
    • (2005) Proceedings of2005 IEEE Conference on Granular Computing , pp. 85-90
    • Yao, Y.Y.1
  • 12
    • 0001042148 scopus 로고    scopus 로고
    • Granular computing: Basic issues and possible solutions
    • In: P.P. Wang (ed.) ,, Association for Intelligent Machinery Atlantic, NJ
    • Y.Y. Yao. Granular computing: Basic issues and possible solutions. In: P.P. Wang (ed.) , Proceedings of the 5th Joint Conference Information Sciences I. Association for Intelligent Machinery Atlantic, NJ, 2000, pp. 186-189.
    • (2000) Proceedings of the 5th Joint Conference Information Sciences I , pp. 186-189
    • Yao, Y.Y.1
  • 14
    • 0003223991 scopus 로고
    • The topology of the brain and the visual perception
    • In: K.M. Fort (ed) ,, Prentice Hall, Englewood Cliffs, NJ
    • E.C. Zeeman. The topology of the brain and the visual perception. In: K.M. Fort (ed) , Topology of 3-manifolds and Selected Topics. Prentice Hall, Englewood Cliffs, NJ, 1965, pp. 240-256.
    • (1965) Topology of 3-manifolds and Selected Topics , pp. 240-256
    • Zeeman, E.C.1
  • 15
    • 33747353622 scopus 로고    scopus 로고
    • Information granulation and approximation in a decision-theoretic model of rough sets
    • In: S. K. Pal, L. Polkowski, and A. Skowron (eds) ,, Springer-Verlag, Berlin
    • Y.Y. Yao. Information granulation and approximation in a decision-theoretic model of rough sets. In: S. K. Pal, L. Polkowski, and A. Skowron (eds) , Rough-Neural Computing. Techniques for Computing with Words. Springer-Verlag, Berlin, 2004, pp. 491-516.
    • (2004) Rough-Neural Computing. Techniques for Computing with Words , pp. 491-516
    • Yao, Y.Y.1
  • 17
    • 0033719032 scopus 로고    scopus 로고
    • A generalized definition of rough approximations based on similarity
    • R. Slowiňski and D. Vanderpooten. A generalized definition of rough approximations based on similarity. IEEE Trans. Data Knowl. Eng. 12 (2000) 331-336.
    • (2000) IEEE Trans. Data Knowl. Eng. , vol.12 , pp. 331-336
    • Slowiňski, R.1    Vanderpooten, D.2
  • 18
    • 33746777557 scopus 로고    scopus 로고
    • Formal granular calculi based on rough inclusions (a feature talk)
    • In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) ,, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ
    • L. Polkowski. Formal granular calculi based on rough inclusions (a feature talk) . In: X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) , Proceedings of 2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ, 2005, pp. 57-62.
    • (2005) Proceedings of 2005 IEEE Conference on Granular Computing , pp. 57-62
    • Polkowski, L.1
  • 19
    • 38049000869 scopus 로고    scopus 로고
    • On grnular rough computing: Factoring classifiers through granulated decision systems
    • In:, Springer-Verlag, Berlin
    • L. Polkowski and P. Artemjew. On grnular rough computing: Factoring classifiers through granulated decision systems. In: Lecture Notes in Artificial Intelligence. Vol. 4585. Springer-Verlag, Berlin, 2007, pp. 280-289.
    • (2007) Lecture Notes in Artificial Intelligence , vol.4585 , pp. 280-289
    • Polkowski, L.1    Artemjew, P.2
  • 21
    • 0003397496 scopus 로고
    • Rough Sets: Theoretical Aspects of Reasoning about Data
    • Kluwer, Dordrecht
    • Z. Pawlak. Rough Sets: Theoretical Aspects of Reasoning about Data. Kluwer, Dordrecht, 1991.
    • (1991)
    • Pawlak, Z.1
  • 22
    • 84889299967 scopus 로고    scopus 로고
    • Stanford Encyclopedia of Philosophy·. Transworld Identity
    • Fall, (September 21) edition.
    • Stanford Encyclopedia of Philosophy·. Transworld Identity. http://plato.stanford.edu/entries/identity-transworld/; Fall 2006 (September 21) edition.
    • (2006)
  • 23
    • 0003727420 scopus 로고    scopus 로고
    • The Description Logic Handbook: Theory, Implementation and Applications
    • (eds), Cambridge University Press, Cambridge, UK
    • F. Baader, D. Calvanese, D. McGuinness, D.Nardi, and P. Patel-Schneider (eds) . The Description Logic Handbook: Theory, Implementation and Applications. Cambridge University Press, Cambridge, UK, 2004.
    • (2004)
    • Baader, F.1    Calvanese, D.2    McGuinness, D.3    Nardi, D.4    Patel-Schneider, P.5
  • 24
    • 33745134181 scopus 로고
    • Podstawy ogólnej teoryi mnogosci (On the foundations of set theory, in Polish)
    • The Polish Scientific Circle, Moscow, 1916; see also a later digest in: Topoi 2(1982) 7-52 and Foundations of the General Theory of Sets. I. In: S.J. Surma, J. Srzednicki, D.I. Barnett, and F.V. Rickey (eds) , S. Lešniewski. Collected Works, Kluwer, Dordrecht
    • S. Lešniewski. Podstawy ogólnej teoryi mnogosci (On the foundations of set theory, in Polish) . The Polish Scientific Circle, Moscow, 1916; see also a later digest in: Topoi 2(1982) 7-52 and Foundations of the General Theory of Sets. I. In: S.J. Surma, J. Srzednicki, D.I. Barnett, and F.V. Rickey (eds) , S. Lešniewski. Collected Works, Vol. 1. Kluwer, Dordrecht, 1992, pp. 129-173.
    • (1992) , vol.1 , pp. 129-173
    • Lešniewski, S.1
  • 25
    • 0003645612 scopus 로고
    • Process and Reality. An Essay in Cosmology
    • Macmillan, New York,, Corrected edition 1978.
    • A.N. Whitehead. Process and Reality. An Essay in Cosmology. Macmillan, New York, 1929. Corrected edition 1978.
    • (1929)
    • Whitehead, A.N.1
  • 26
    • 0002884661 scopus 로고
    • The calculus of individuals and its uses
    • H. Leonard and N. Goodman. The calculus of individuals and its uses. J. Symb. Log. 5 (1940) 45-55.
    • (1940) J. Symb. Log. , vol.5 , pp. 45-55
    • Leonard, H.1    Goodman, N.2
  • 27
    • 84972508690 scopus 로고
    • A calculus of individuals based on connection
    • Log
    • B.L. Clarke. A calculus of individuals based on connection. Notre Dame J. Form. Log. 22 (1981) 204-218.
    • (1981) Notre Dame J. Form. , vol.22 , pp. 204-218
    • Clarke, B.L.1
  • 29
    • 33751111702 scopus 로고    scopus 로고
    • A model of granular computing with applications: Granules from rough inclusions in information systems
    • In: Y.-Q. Zhan and T.Y. Lin (eds) ,, GrC06, Atlanta, USA, May 2006, IEEE Press, Piscataway, NJ
    • L. Polkowski. A model of granular computing with applications: Granules from rough inclusions in information systems. In: Y.-Q. Zhan and T.Y. Lin (eds) , Proceedings of 2006 IEEE Conference on Granular Computing, GrC06, Atlanta, USA, May 2006, IEEE Press, Piscataway, NJ, 2006, pp. 9-16.
    • (2006) Proceedings of 2006 IEEE Conference on Granular Computing , pp. 9-16
    • Polkowski, L.1
  • 30
    • 0004130617 scopus 로고    scopus 로고
    • Metamathematics of Fuzzy Logic
    • Kluwer, Dordrecht
    • P. Hájek. Metamathematics of Fuzzy Logic. Kluwer, Dordrecht, 1998.
    • (1998)
    • Hájek, P.1
  • 31
    • 0002132573 scopus 로고
    • On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition
    • A.N. Kolmogorov. On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition. Am. Math. Soc. Transl. 28 (1963) 55-59.
    • (1963) Am. Math. Soc. Transl. , vol.28 , pp. 55-59
    • Kolmogorov, A.N.1
  • 32
    • 0000418525 scopus 로고
    • Representation of associative functions
    • C.-H. Ling. Representation of associative functions. Publ. Math. Debrecen 12 (1965) 189-212.
    • (1965) Publ. Math. Debrecen , vol.12 , pp. 189-212
    • Ling, C.-H.1
  • 34
    • 0003406362 scopus 로고    scopus 로고
    • Mathematical Principles of Fuzzy Logic
    • Kluwer Academic Publishers, Boston
    • V. Novák, I. Perfiliewa, and J. Močkoř. Mathematical Principles of Fuzzy Logic. Kluwer Academic Publishers, Boston, 1999.
    • (1999)
    • Novák, V.1    Perfiliewa, I.2    Močkoř, J.3
  • 35
    • 0004077439 scopus 로고    scopus 로고
    • Handbook of Data Mining and Knowledge Discovery
    • (eds), Oxford University Press, Oxford
    • W. Klösgen and J. Zytkow (eds) . Handbook of Data Mining and Knowledge Discovery. Oxford University Press, Oxford, 2002.
    • (2002)
    • Klösgen, W.1    Zytkow, J.2
  • 37
    • 0000316125 scopus 로고
    • On the structure of semigroups on a compact manifold with a boundary
    • P.S. Mostert and A.L. Shields. On the structure of semigroups on a compact manifold with a boundary. Ann. Math. 65 (1957) 117-143.
    • (1957) Ann. Math. , vol.65 , pp. 117-143
    • Mostert, P.S.1    Shields, A.L.2
  • 38
    • 84968492822 scopus 로고
    • Compact semigroups irreducibly connected between two idempotents
    • W.M. Faucett. Compact semigroups irreducibly connected between two idempotents. Proc. Am. Math. Soc. 6 (1955) 741-747.
    • (1955) Proc. Am. Math. Soc. , vol.6 , pp. 741-747
    • Faucett, W.M.1
  • 39
    • 49649152119 scopus 로고
    • Similarity relations and fuzzy orderings
    • L.A. Zadeh. Similarity relations and fuzzy orderings. Inf. Sei. 3 (1971) 177-200.
    • (1971) Inf. Sei. , vol.3 , pp. 177-200
    • Zadeh, L.A.1
  • 40
    • 84889319757 scopus 로고
    • A Manual of Intensional Logic
    • CSLI Stanford University, Stanford, CA
    • J. vanBenthem. A Manual of Intensional Logic. CSLI Stanford University, Stanford, CA, 1988.
    • (1988)
    • VanBenthem, J.1
  • 41
    • 84889476795 scopus 로고
    • Philosophical Writings ofR. Montague
    • (ed.), Yale University Press, New Haven, CT
    • R. Thomason (ed.) . Philosophical Writings ofR. Montague. Yale University Press, New Haven, CT, 1972.
    • (1972)
    • Thomason, R.1
  • 42
    • 84981422039 scopus 로고
    • Modal logics in the theory of information systems. Z
    • E. Oríowska. Modal logics in the theory of information systems. Z. Math. Log. Grund. Math. 35 (1989) 559-572.
    • (1989) Math. Log. Grund. Math. , vol.35 , pp. 559-572
    • Oríowska, E.1
  • 43
    • 37249021698 scopus 로고
    • Representation of non-deterministic information
    • E. Oríowska and Z. Pawlak. Representation of non-deterministic information. Theory Comput. Sei. 29 (1984) 27-39.
    • (1984) Theory Comput. Sei. , vol.29 , pp. 27-39
    • Oríowska, E.1    Pawlak, Z.2
  • 46
    • 0002639229 scopus 로고    scopus 로고
    • Information systems, similarity relations and modal logics
    • In: E. Oríowska (ed.) ,, Physica-Verlag, Heidelberg
    • D. Vakarelov. Information systems, similarity relations and modal logics. In: E. Oríowska (ed.) , Incomplete Information: Rough Set Analysis. Physica-Verlag, Heidelberg, 1998, pp. 492-550.
    • (1998) Incomplete Information: Rough Set Analysis , pp. 492-550
    • Vakarelov, D.1
  • 47
    • 0002970340 scopus 로고
    • Rough membership functions
    • In: R.R. Yager, M. Fedrizzi, and J. Kasprzyk (eds) ,, John Wiley and Sons, New York
    • Z. Pawlak and A. Skowron. Rough membership functions. In: R.R. Yager, M. Fedrizzi, and J. Kasprzyk (eds) , Advances in the Dempster-Shafer Theory of Evidence. John Wiley and Sons, New York, 1994, pp. 251-271.
    • (1994) Advances in the Dempster-Shafer Theory of Evidence , pp. 251-271
    • Pawlak, Z.1    Skowron, A.2
  • 48
    • 24044461420 scopus 로고    scopus 로고
    • On rough set logics based on similarity relations
    • L. Polkowski and M. Semeniuk-Polkowska. On rough set logics based on similarity relations. Fundam. Inf. 64 (2005) 379-390.
    • (2005) Fundam. Inf. , vol.64 , pp. 379-390
    • Polkowski, L.1    Semeniuk-Polkowska, M.2
  • 49
    • 0003913087 scopus 로고
    • Jan Lukasiewicz. Selected Works
    • (ed.) ,, North-Holland and Polish Scientific Publishers, Amsterdam and Warsaw
    • L. Borkowski (ed.) , Jan Lukasiewicz. Selected Works. North-Holland and Polish Scientific Publishers, Amsterdam and Warsaw, 1970.
    • (1970)
    • Borkowski, L.1
  • 50
    • 0003970940 scopus 로고
    • Many-Valued Logics
    • North-Holland, Amsterdam
    • J.B. Rosser and A.R. Turquette. Many-Valued Logics. North-Holland, Amsterdam, 1958.
    • (1958)
    • Rosser, J.B.1    Turquette, A.R.2
  • 51
    • 49349133217 scopus 로고
    • Fuzzy sets as a basis for a theory of possibility.
    • L.A. Zadeh. Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets Syst. 1 (1978) 3-28.
    • (1978) Fuzzy Sets Syst , vol.1 , pp. 3-28
    • Zadeh, L.A.1
  • 52
    • 0023346043 scopus 로고    scopus 로고
    • Necessity measures and the resolution principle
    • D. Dubois and H. Prade. Necessity measures and the resolution principle. IEEE Trans. Syst. Man, Cybern. 17 (1997) 111-127.
    • (1997) IEEE Trans. Syst. Man, Cybern. , vol.17 , pp. 111-127
    • Dubois, D.1    Prade, H.2
  • 53
    • 3142763236 scopus 로고    scopus 로고
    • A note on 3-valued rough logic accepting decision rales
    • L. Polkowski. A note on 3-valued rough logic accepting decision rales. Fundam. Inf. 61 (2004) 37-15.
    • (2004) Fundam. Inf. , vol.61 , pp. 37-15
    • Polkowski, L.1
  • 54
    • 84885639754 scopus 로고    scopus 로고
    • A rough-neural computation model based on rough mereology
    • In: S. K. Pal, L. Polkowski, and A. Skowron (eds) ,, Springer-Verlag, Berlin
    • L. Polkowski. A rough-neural computation model based on rough mereology. In: S. K. Pal, L. Polkowski, and A. Skowron (eds) , Rough-Neural Computing. Techniques for Computing with Words. Springer-Verlag, Berlin, 2004, pp. 85-108.
    • (2004) Rough-Neural Computing. Techniques for Computing with Words , pp. 85-108
    • Polkowski, L.1
  • 55
    • 0003487601 scopus 로고    scopus 로고
    • Neural Networks for Pattern Recognition
    • Clarendon, Oxford
    • C.M. Bishop. Neural Networks for Pattern Recognition. Clarendon, Oxford, 1997.
    • (1997)
    • Bishop, C.M.1
  • 56
    • 0002865353 scopus 로고    scopus 로고
    • On rough set based approaches to induction of decision rales
    • In: L. Polkowski and A. Skowron (eds) ,, Physica-Verlag, Heidelberg
    • J. Stefanowski. On rough set based approaches to induction of decision rales. In: L. Polkowski and A. Skowron (eds) , Rough Sets in Knowledge Discovery. Vol. 1. Physica-Verlag, Heidelberg, 1998, pp. 500-529.
    • (1998) Rough Sets in Knowledge Discovery , vol.1 , pp. 500-529
    • Stefanowski, J.1
  • 57
    • 35048890498 scopus 로고    scopus 로고
    • Data with missing attribute values: Generalization of rale indiscernibility relation and rale induction
    • Springer-Verlag, Berlin
    • J.W. Grzymala-Busse. Data with missing attribute values: Generalization of rale indiscernibility relation and rale induction. Transactions on Rough Sets I. Lecture Notes in Computer Science. Vol. 3100. Springer-Verlag, Berlin, 2004, pp. 78-95.
    • (2004) Transactions on Rough Sets I. Lecture Notes in Computer Science. , vol.3100 , pp. 78-95
    • Grzymala-Busse, J.W.1
  • 58
    • 4444353068 scopus 로고    scopus 로고
    • A comparison of several approaches to missing attribute values in data missing
    • Springer-Verlag, Berlin
    • J.W. Grzymala-Busse and Ming Hu. A comparison of several approaches to missing attribute values in data missing. Lecture Notes in Artificial Intelligence. Vol. 2005. Springer-Verlag, Berlin, 2000, pp. 378-385.
    • (2000) Lecture Notes in Artificial Intelligence , vol.2005 , pp. 378-385
    • Grzymala-Busse, J.W.1    Ming, H.2
  • 59
    • 84990570130 scopus 로고
    • Boolean reasoning for decision rales generation
    • In: J. Komorowski and Z. Ras (eds) ,, Springer-Verlag, Berlin
    • A. Skowron. Boolean reasoning for decision rales generation. In: J. Komorowski and Z. Ras (eds) , Proceedings of ISMIS'93. Lecture Notes in Artificial Intelligence. Vol. 689. Springer-Verlag, Berlin, 1993, pp. 295-305.
    • (1993) Proceedings of ISMIS'93. Lecture Notes in Artificial Intelligence , vol.689 , pp. 295-305
    • Skowron, A.1
  • 60
    • 0000255880 scopus 로고    scopus 로고
    • A comparison of dynamic and non-dynamic rough set methods for extracting laws from decision tables
    • In: L. Polkowski and, A. Skowron (eds) ., Physica-Verlag, Heidelberg
    • J.G. Bazan. A comparison of dynamic and non-dynamic rough set methods for extracting laws from decision tables. In: L. Polkowski and, A. Skowron (eds) . Rough Sets in Knowledge Discovery, Vol. 1. Physica-Verlag, Heidelberg, 1998, pp. 321-365.
    • (1998) Rough Sets in Knowledge Discovery , vol.1 , pp. 321-365
    • Bazan, J.G.1
  • 64
    • 84889350611 scopus 로고    scopus 로고
    • UCI Repository,, accessed January 22
    • UCI Repository, http://www.ics.uci.edu./ml/datasets.html, accessed January 22, 2008.
    • (2008)
  • 65
    • 38049059088 scopus 로고    scopus 로고
    • Adaptive aspects of combining approximation spaces
    • In: S. K. Pal, L. Polkowski, and A. Skowron (eds) ,, Springer-Verlag, Berlin
    • J. Wróblewski. Adaptive aspects of combining approximation spaces. In: S. K. Pal, L. Polkowski, and A. Skowron (eds) , Rough-Neural Computing. Techniques for Computing with Words. Springer-Verlag, Berlin, 2004, pp. 139-156.
    • (2004) Rough-Neural Computing. Techniques for Computing with Words , pp. 139-156
    • Wróblewski, J.1
  • 66
    • 0003813987 scopus 로고    scopus 로고
    • Rough-Neural Computing. Techniques for Computing with Words
    • (eds.), Springer-Verlag, Berlin
    • S. K. Pal, L. Polkowski, and A. Skowron (eds.) . Rough-Neural Computing. Techniques for Computing with Words. Springer-Verlag, Berlin, 2004.
    • (2004)
    • Pal, S.K.1    Polkowski, L.2    Skowron, A.3
  • 67
    • 84889393468 scopus 로고    scopus 로고
    • Proceedings of2005 IEEE Conference on Granular Computing
    • (eds), GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ
    • X. Hu, Q. Liu, A. Skowron, T.Y. Lin, R.R. Yager, and B. Zhang (eds) . Proceedings of2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ, 2005.
    • (2005)
    • Hu, X.1    Liu, Q.2    Skowron, A.3    Lin, T.Y.4    Yager, R.R.5    Zhang, B.6
  • 68
    • 84889320001 scopus 로고    scopus 로고
    • Proceedings of2006 IEEE Conference on Granular Computing
    • (eds.), GrC06, Atlanta, USA, May 2006, IEEE Press, Piscataway, NJ
    • Y.-Q. Zhan and T.Y. Lin (eds.) . Proceedings of2006 IEEE Conference on Granular Computing, GrC06, Atlanta, USA, May 2006, IEEE Press, Piscataway, NJ, 2006.
    • (2006)
    • Zhan, Y.-Q.1    Lin, T.Y.2
  • 69
    • 33751120691 scopus 로고    scopus 로고
    • Graduation and Granulation are keys to computation with information described in Natural Language
    • In: X. Hu, Q. Liu, A. Skowron etal. (eds) ,, IEEE Press, Piscataway, NJ
    • L.A. Zadeh, Graduation and Granulation are keys to computation with information described in Natural Language, In: X. Hu, Q. Liu, A. Skowron etal. (eds) , Proceedings of2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005. IEEE Press, Piscataway, NJ, 2005. p. 30.
    • (2005) Proceedings of2005 IEEE Conference on Granular Computing, GrC05, Beijing, China, July 2005 , pp. 30
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.