Rough Sets
some links and refs
Links from
Mitra S., Acharya T. "Data mining.. multimedia, soft computing, and bioinformatics", Wiley, 2003
J.F.Peters and A.Skowron, "A rough set approach to knowledge discovery,"
International Journal of Intelligent Systems, vol. 17, pp. 109-112, 2002
T.Mollestad and A.Skowron, "A rough set framework for data mining of propositional
default rules," Lecture Notes in Computer Science, vol. 1079, pp. 448-457, 1996
http://citeseer.ist.psu.edu/mollestad96rough.html
A.Skowron, "Extracting laws from decision tables - a rough set approach,"
Computational Intelligence, vol. 11, pp. 371-388, 1995
or http://citeseer.ist.psu.edu/bazan94dynamic.html
N.Shan and W.Ziarko, "Data-based acquisition and incremental modification of
classification rules," Computational Intelligence, vol. 11, pp. 357-370, 1995
L.Polkowski and A.Skowron, "Rough Sets in Knowledge Discovery 1 & 2".
Heidelberg: Physica-Verlag, 1998
W.Ziarko and N.Shan, "KDD-R: A comprehensive system for knowledge discovery
in databases using rough sets," in Proceedings of 3rd International Workshop on Rough
Sets and Soft Computing RSSC '94, pp. 164-173, 1994
or http://www.amia.org/pubs/symposia/D004399.PDF
J.W.Grzymala-Busse, "LERS - A knowledge discovery system," in Rough Sets in
Knowledge Discovery 2, Applications, Case Studies and Software Systems
(L.Polkowski and A.Skowron, eds.), pp. 562-565, Heidelberg: Physica-Verlag, 1998
links are here http://lightning.eecs.ukans.edu/
J.W.Grzymala-Busse, W.J.Grzymala-Busse, and L.K.Goodwin, "A closest fit
approach to missing attribute values in preterm birth data," in Proceedings of
RSFDGrC '99 (Yamaguchi, Japan), pp. 405-413, November 1999
http://lightning.eecs.ukans.edu/publications.html
T.B.Ho and N.B.Nguyen, "Nonhierarchical document clustering based on
a tolerance rough set model," International Journal of Intelligent Systems, vol. 17,
pp. 199-212, 2002 (this one is NlogN class algorithm)
http://www3.interscience.wiley.com/cgi-bin/abstract/90010980/ABSTRACT
(full text pdf is available)
http://portal.acm.org/citation.cfm?id=941713.941727
Publications of S.K.Pal:
http://www.isical.ac.in/~pabitra_r/paper.html
http://citeseer.ist.psu.edu/454694.html
Additional:
Usama Fayyad, "The KDD Process for Extracting Useful Knowledge from Volumes of Data",
Communication of the ACM (1996)
http://citeseer.ist.psu.edu/fayyad96kdd.html
Rakesh Agrawal, Tomasz Imielinski, Arun Swami
"Mining Association Rules between Sets of Items in Large Databases" (810 citations)
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993
http://citeseer.ist.psu.edu/agrawal93mining.html
Rakesh Agrawal, John C. Shafer, "Parallel Mining of Association Rules",
Ieee Trans. On Knowledge And Data Engineering (1996)
http://citeseer.ist.psu.edu/agrawal96parallel.html
Rakesh Agrawal, Manish Mehta, John Shafer, Ramakrishnan Srikant, Andreas Arning, Toni Bollinger
"The Quest Data Mining System",
Proc. 2nd Int. Conf. Knowledge Discovery and Data Mining, KDD (1996)
http://citeseer.ist.psu.edu/agrawal96quest.html
Electronic Bulletin of the Rough Set Community
http://www2.cs.uregina.ca/~roughset/
Bulletin of International Rough Set Society (IRSS)
http://www2.cs.uregina.ca/~yyao/irss/bulletin.html
International Rough Set Society
http://www.roughsets.org/
Other Rough Sets references:
http://www-idss.cs.put.poznan.pl/research/rough_sets/references.html
http://www-idss.cs.put.poznan.pl/research/rough_sets/
RSDS: Rough Set Database System
http://rsds.wsiz.rzeszow.pl/rsds.php
"Rough-Neural Computing. Techniques for Computing with Words"
edited by S.K. Pal, L. Polkowski, A. Skowron, has been published in
Springer-Verlag Series on Cognitive Technologies
http://www.springeronline.com/sgw/cda/frontpage/0,10735,5-146-22-2160852-0,00.html
Links from
Mitra S., Acharya T. "Data mining.. multimedia, soft computing, and bioinformatics", Wiley, 2003
J.F.Peters and A.Skowron, "A rough set approach to knowledge discovery,"
International Journal of Intelligent Systems, vol. 17, pp. 109-112, 2002
T.Mollestad and A.Skowron, "A rough set framework for data mining of propositional
default rules," Lecture Notes in Computer Science, vol. 1079, pp. 448-457, 1996
http://citeseer.ist.psu.edu/mollestad96rough.html
A.Skowron, "Extracting laws from decision tables - a rough set approach,"
Computational Intelligence, vol. 11, pp. 371-388, 1995
or http://citeseer.ist.psu.edu/bazan94dynamic.html
N.Shan and W.Ziarko, "Data-based acquisition and incremental modification of
classification rules," Computational Intelligence, vol. 11, pp. 357-370, 1995
L.Polkowski and A.Skowron, "Rough Sets in Knowledge Discovery 1 & 2".
Heidelberg: Physica-Verlag, 1998
W.Ziarko and N.Shan, "KDD-R: A comprehensive system for knowledge discovery
in databases using rough sets," in Proceedings of 3rd International Workshop on Rough
Sets and Soft Computing RSSC '94, pp. 164-173, 1994
or http://www.amia.org/pubs/symposia/D004399.PDF
J.W.Grzymala-Busse, "LERS - A knowledge discovery system," in Rough Sets in
Knowledge Discovery 2, Applications, Case Studies and Software Systems
(L.Polkowski and A.Skowron, eds.), pp. 562-565, Heidelberg: Physica-Verlag, 1998
links are here http://lightning.eecs.ukans.edu/
J.W.Grzymala-Busse, W.J.Grzymala-Busse, and L.K.Goodwin, "A closest fit
approach to missing attribute values in preterm birth data," in Proceedings of
RSFDGrC '99 (Yamaguchi, Japan), pp. 405-413, November 1999
http://lightning.eecs.ukans.edu/publications.html
T.B.Ho and N.B.Nguyen, "Nonhierarchical document clustering based on
a tolerance rough set model," International Journal of Intelligent Systems, vol. 17,
pp. 199-212, 2002 (this one is NlogN class algorithm)
http://www3.interscience.wiley.com/cgi-bin/abstract/90010980/ABSTRACT
(full text pdf is available)
http://portal.acm.org/citation.cfm?id=941713.941727
Publications of S.K.Pal:
http://www.isical.ac.in/~pabitra_r/paper.html
http://citeseer.ist.psu.edu/454694.html
Additional:
Usama Fayyad, "The KDD Process for Extracting Useful Knowledge from Volumes of Data",
Communication of the ACM (1996)
http://citeseer.ist.psu.edu/fayyad96kdd.html
Rakesh Agrawal, Tomasz Imielinski, Arun Swami
"Mining Association Rules between Sets of Items in Large Databases" (810 citations)
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993
http://citeseer.ist.psu.edu/agrawal93mining.html
Rakesh Agrawal, John C. Shafer, "Parallel Mining of Association Rules",
Ieee Trans. On Knowledge And Data Engineering (1996)
http://citeseer.ist.psu.edu/agrawal96parallel.html
Rakesh Agrawal, Manish Mehta, John Shafer, Ramakrishnan Srikant, Andreas Arning, Toni Bollinger
"The Quest Data Mining System",
Proc. 2nd Int. Conf. Knowledge Discovery and Data Mining, KDD (1996)
http://citeseer.ist.psu.edu/agrawal96quest.html
Electronic Bulletin of the Rough Set Community
http://www2.cs.uregina.ca/~roughset/
Bulletin of International Rough Set Society (IRSS)
http://www2.cs.uregina.ca/~yyao/irss/bulletin.html
International Rough Set Society
http://www.roughsets.org/
Other Rough Sets references:
http://www-idss.cs.put.poznan.pl/research/rough_sets/references.html
http://www-idss.cs.put.poznan.pl/research/rough_sets/
RSDS: Rough Set Database System
http://rsds.wsiz.rzeszow.pl/rsds.php
"Rough-Neural Computing. Techniques for Computing with Words"
edited by S.K. Pal, L. Polkowski, A. Skowron, has been published in
Springer-Verlag Series on Cognitive Technologies
http://www.springeronline.com/sgw/cda/frontpage/0,10735,5-146-22-2160852-0,00.html