Concept Lattices and Their Applications,
Special Issue, M. Kryszkiewicz, S. Obiedkov, Z.W. Ras (editors), Fundamenta Informaticae Journal,
IOS Press, 2012, will appear
Proceedings of 2011 IEEE/WIC/ACM International Conference
on Web Intelligence, B. Benatallah, O. Boissier, M. Papazoglou, Z.W. Ras, M.-S. Hacid (Eds.), IEEE Computer Society, 2011,
ISBN 978-0-7695-4513-4
Foundations of Intelligent Systems, Proceedings of ISMIS'11, M. Kryszkiewicz,
H. Rybinski,
A. Skowron, Z.W. Ras (editors),
LNAI, Vol. 6804, Springer, 2011
"Interesting Knowledge Mining", Special Issue, Z.W. Ras, L.-S. Tsay (editors),
International Journal of Data Mining, Modelling and Management, InderScience Publishers, 2011, will appear
Advances in Machine Learning I,
J. Koronacki, Z.W. Ras,
S. Wierzchon,
J. Kacprzyk (editors),
Studies in Computational Intelligence, Vol. 262, Springer, 2010, 524 pages
Advances in Machine Learning II,
J. Koronacki, Z.W. Ras,
S. Wierzchon,
J. Kacprzyk (editors),
Studies in Computational Intelligence, Vol. 263, Springer, 2010, 532 pages
Advances in Intelligent Information Systems,
Z.W. Ras,
L.-S. Tsay (editors),
Studies in Computational Intelligence, Vol. 265, Springer, 2010, 374 pages
Advances in Music Information
Retrieval, Z.W. Ras, A. Wieczorkowska (editors),
Studies in Computational Intelligence, Vol. 274, Springer, 2010, 420 pages
"Methodologies for Intelligent
Systems", Special Issue, P. Berka,
T. Elomaa, J. Rauch, Z. Ras (editors),
Fundamenta Informaticae Journal, IOS Press, Vol. 99, No.2., 2010, 125-246
Advances in Data Management, Z.W. Ras,
A. Dardzinska (editors),
Studies in Computational Intelligence, Vol. 223, Springer, 2009, 398 pages
Advances in Information & Intelligent Systems, Z.W. Ras,
W. Ribarsky (editors),
Studies in Computational Intelligence, Vol. 251, Springer, 2009, 352 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'09,
J. Rauch, Z.W. Ras, P. Berka,
T. Elomaa
(editors), LNAI, Vol. 5722, Springer, 2009, 624 pages
Mining Complex Data,
D.A. Zighed,
S. Tsumoto
, Z.W. Ras, H. Hacid (editors),
Studies in Computational Intelligence, Vol. 165, Springer, 2009, 300 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'08,
A. An,
S. Matwin, Z.W. Ras,
D. Slezak
(editors), LNAI, Vol. 4994, Springer, 2008, 653 pages
Mining Complex Data, Z.W. Ras,
S. Tsumoto
, D.A. Zighed (editors),
Post-Proceedings of 2007 ECML/PKDD Third International
Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008, 265 pages
"Special Issue on Knowledge Discovery",
Z.W. Ras, A. Dardzinska ,
(editors), Fundamenta Informaticae Journal,
IOS Press, Vol. 78, No. 4, 2007
Foundations of Intelligent Systems,
Proceedings of ISMIS'06,
F. Esposito,
Z.W. Ras, D. Malerba,
G. Semeraro
(editors), LNAI, No. 4203, Springer, 2006, 767 pages
"Computational Intelligence in Data Mining",
Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas, F. Berzal,
J.C. Cubero
, Z.W. Ras, T. Sudkamp,
R. Yager (editors),
Published by
Math. Dept., Saint Mary's Univ., Nova Scotia, Canada, 2005, 90 pages
"Mining Complex Data",
Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas, Z.W. Ras,
S. Tsumoto
, D.A. Zighed (editors),
Published by
Math. Dept., Saint Mary's Univ., Nova Scotia, Canada, 2005, 112 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'05, M.-S.
Hacid , N. Murray , Z.W. Ras,
S. Tsumoto
(editors), LNAI, No. 3488, Springer, 2005
"Special Issue on Knowledge
Discovery", Z.W. Ras (editor), Journal of Experimental
and Theoretical Artificial Intelligence, Taylor & Francis, Vol. 17, No.
1-2, 2005, 162 pages
"Special Issue on Knowledge
Discovery", Z.W. Ras (editor), International Journal of
Intelligent Systems, Wiley, Vol. 20, 2005, 669-787
Foundations of Intelligent Systems,
Proceedings of ISMIS'03, N. Zhong ,
Z.W. Ras, S.
Tsumoto, E. Suzuki
(editors), LNAI, No. 2871, Springer, 2003, 693 pages
"Music Information Retrieval", Special
Issue, A. Wieczorkowska , Z.W.
Ras (editors), Journal of Intelligent Information Systems, Kluwer, Vol. 21, No.
1, 2003, 88 pages
"Web Intelligence", Special Issue, J. Liu , N. Zhong , Y. Yao , Z.W. Ras (editors), Journal
of Intelligent Information Systems, Vol. 20, No. 1, Kluwer, 2003, 99 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'02, M.-S.
Hacid , Z.W. Ras, D. Zighed, Y. Kodratoff (editors), LNAI, No. 2366,
Springer, 2002, 614 pages
"Intelligent Systems", Special Issue,
Z.W. Ras, E. El-Kwae (editors), Fundamenta Informaticae Journal, IOS
Press, Vol. 47, No. 1/2, 2001, 188 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'00, Z.W. Ras, S. Ohsuga
(editors), Lecture Notes in Artificial Intelligence, No. 1932, Springer,
2000, 644 pages
"Methodologies for Intelligent
Information Systems", Special Issue, Z.W. Ras, A.
Skowron (editors), Journal of Intelligent Information Systems, Kluwer, Vol.
14, No. 2/3, 2000, pp. 83-261
Foundations of Intelligent Systems,
Proceedings of ISMIS'99, Z.W. Ras, A.
Skowron (editors), LNAI, No. 1609, Springer-Verlag, 1999, 674 pages
"Intelligent Information Systems", M.
Klopotek, M.
Michalewicz, Z.W. Ras (editors), Proceedings of the Workshop held in
Malbork, Poland, 15-19 June, 1998, ICS PAS, Warsaw, Poland, 404 pages
"Intelligent Information Systems",
Special Issue, M.
Michalewicz, Z.W. Ras (editors), Fundamenta Informaticae Journal, IOS Press,
Vol. 30, No. 3/4, 1997, 227-402
Intelligent Information Systems, M. Klopotek, M.
Michalewicz, Z.W. Ras (editors), Proceedings of the Workshop held in Zakopane,
Poland, 9-13 June, 1997, ICS PAS, Warsaw, Poland, 310 pages
"To the memory of Prof. Cecylia
Rauszer", Special Issue, J.
Komorowski, Z.W. Ras (editors), Fundamenta Informaticae Journal, IOS Press,
Vol. 32, No. 2, 1997, 105-191
Foundations of Intelligent Systems,
Proceedings of ISMIS'97, Z.W. Ras, A.
Skowron (editors), LNAI, No. 1325, Springer, 1997, 631 pages
Intelligent Information Systems, M. Michalewicz,
Z.W. Ras (editors), Proceedings of the Workshop held in Deblin, Poland, 2-5
June, 1996, ICS PAS, Warsaw, Poland, 227 pages
Foundations of Intelligent Systems,
Proceedings of ISMIS'96, Z.W. Ras, M. Michalewicz (editors), LNAI, No. 1079,
Springer, 1996, 664 pages
"Intelligent Information Systems", M.
Dabrowski, M.
Michalewicz, Z.W. Ras (editors), Proceedings of the Workshop held in
Augustow, Poland, 5-9 June, 1995, ICS PAS, Warsaw, Poland, 360 pages
Methodologies for Intelligent Systems, Proceedings of ISMIS'94, Z.W. Ras, M.
Zemankova (editors), LNAI, No. 869, Springer, 1994, 613 pages
"Intelligent Information Systems", M.
Dabrowski, M.
Michalewicz, Z.W. Ras (editors), Proceedings of the Workshop held in Wigry,
Poland, 6-10 June, 1994, ICS PAS, Warsaw, Poland, 473 pages
"Methodologies for Intelligent
Systems", Special Issue, J. Komorowski
, Z.W. Ras (editors), Fundamenta Informaticae Journal, IOS Press, Vol. 21,
No. 3, 1994, pp. 161-253
"Time variability-based hierarchic recognition of multiple
musical instruments in recordings",
E. Kubera, A. Wieczorkowska, Z.W. Ras, in the Special volume dedicated to the memory of
Z. Pawlak, Intelligent Systems Reference Library (ISRL), Springer, 2011, will appear
"Report of the ISMIS 2011 Contest: Music Information Retrieval",
B. Kostek, A. Kupryjanow, P. Zwan, W. Jiang, Z.W. Ras, M. Wojnarski, J. Swietlicka,
in Foundations of Intelligent Systems,
Proceedings of ISMIS 2011 Symposium, LNAI, Vol. 6804, Springer, 2011, 715-724
"Action reducts",
S. Im, Z.W. Ras, L.-S. Tsay, in Foundations of Intelligent Systems, Proceedings of ISMIS 2011
Symposium, LNAI, Vol. 6804, Springer, 2011, 62-69
"Selection of the optimal electrode in Parkinson's disease DBS treatment",
K. Ciecierski, Z.W. Ras, A. Przybyszewski, in Foundations of Intelligent Systems, Proceedings of ISMIS 2011
Symposium, LNAI, Vol. 6804, Springer, 2011, 554-564
"Mining tinnitus data based on clustering and new temporal features",
X. Zhang, P. Thompson, Z.W. Ras, P. Jastreboff, in
Learning Structure and Schemas from Documents, M. Biba,
F. Xhafa (Eds.), Studies in Computational Intelligence, Vol. 375, Springer, 2011, 227-246
"From Data to Classification Rules and Actions",
Z. Ras, A. Dardzinska, in the Special Issue on "Rough Sets. Theory and Applications",
(Eds. C.-C. Chan et al), International Journal of Intelligent Systems, Wiley, Vol. 26, Issue 6, 2011, 572-590
"Recognition of instrument timbres in real polytimbral audio recordings",
E. Kubera, A. Wieczorkowska, Z.W. Ras, M. Skrzypiec,
in Proceedings of 2010 ECML/PKDD Conference, LNCS, Springer, 2010, 97-110
"From Tinnitus Data to Action Rules and Tinnitus Treatment",
X. Zhang, Z.W. Ras, P.J. Jastreboff, P.L. Thompson,
in Proceedings of 2010 IEEE Conference on Granular Computing, Silicon Valley, CA,
IEEE Computer Society, 2010, 620-625
Association Action Rules and Action Paths Triggered by Meta-Actions",
A. Tzacheva, Z.W. Ras, in Proceedings of 2010 IEEE Conference on Granular Computing, Silicon Valley, CA, IEEE Computer Society,
2010, 772-776
"How to Support Consensus Reaching using Action Rules: a Novel Approach",
J. Kacprzyk,
S. Zadrozny, Z.W. Ras,
International Journal of Uncertainty,
Fuzziness and Knowledge Based Systems, World Scientific, No. 18, Issue 4, 2010, 451-470
"Blind Music Timbre Source Isolation by Multi-resolution Comparison of Spectrum Signatures",
X. Zhang, W. Jiang, Z.W. Ras,
R. Lewis, in Proceedings of the Seventh International
Conference on Rough Sets and Current Trends in
Computing (RSCTC 2010), LNAI, Vol. 6086, Springer, 2010, 610-619
"Multiple Classifiers for Different Features in Timbre Estimation",
W. Jiang, X. Zhang, A. Cohen, Z.W. Ras, in Advances in Intelligent Information
Systems, Ras, Z.W., Tsay, L.-S. (Eds), Studies in Computational Intelligence, Vol. 265, Springer, 2010, 335-356
"Clustering Driven Cascade Classifiers for
Multi-Indexing of Polyphonic Music by Instruments",
W. Jiang, Z.W. Ras, A. Wieczorkowska, in Advances in Music Information Retrieval,
Studies in Computational Intelligence, Vol. 274, Springer, 2010, 19-38
"Emotion Based MIDI Files Retrieval System",
J. Grekow, Z.W. Ras, in Advances in Music Information Retrieval,
Studies in Computational Intelligence, Vol. 274, Springer, 2010, 261-284
"Action Rules approach to solving diagnostic problems in clinical medicine",
H.A. Wasyluk, Z.W. Ras, in Decision Support Systems, InTech Education and Publishing, Ger Devlin (Ed),
2010, 99-106
"Identification of Musical Instruments by Features Describing Sound Changes in Time",
E. Kubera, Z.W. Ras, in Advances in Intelligent Information
Systems, Ras, Z.W., Tsay, L.-S. (Eds), Studies in Computational Intelligence, Vol. 265, Springer, 2010, 357-366
"Action Rule Discovery From Incomplete Data",
S. Im, Z.W. Ras, H. Wasyluk, in
Knowledge and Information Systems Journal, Vol. 25, No. 1, Springer, 2010, 21-33
"Cascade Classifiers for Hierarchical Decision Systems", Z.W. Ras,
A. Dardzinska, W. Jiang, in Advances in Machine Learning I, J. Koronacki et al (Eds.),
Studies in Computational Intelligence, Vol. 262, Springer, 2010, 247-256
"On Reaching
Consensus by a Group of Collaborating Agents",
Z. Ras, A. Dardzinska, in Proceedings of the Eighth International Conference on Flexible Query
Answering Systems (FQAS'09), (Eds. T. Andreasen et al), LNAI, Vol. 5822, Springer, 2009, 583-592
"Detecting Emotion in Classical Music from MIDI Files",
J. Grekow, Z. Ras, in
Foundations of Intelligent Systems, Proceedings of ISMIS'09,
(Eds. J. Rauch et al), LNAI, Vol. 5722, Springer, 2009, 261-270
"Action Rules Discovery based on Tree Classifiers and Meta-Actions",
Z. Ras, A. Dardzinska, in
Foundations of Intelligent Systems, Proceedings of ISMIS'09,
(Eds. J. Rauch et al), LNAI, Vol. 5722, Springer, 2009, 66-75
"Action Rules in Consensus Reaching Process Support",
J. Kacprzyk, Z.W. Ras, S. Zadrozny,
Proceedings of 9th International Conference on Intelligent Systems Design and Applications (ISDA'09),
in Pisa, Italy, IEEE Computer Society, 2009, 827-832
"Cooperative multi-hierarchical query
answering systems", Z.W. Ras, A. Dardzinska, in Encyclopedia of Complexity and Systems Science,
R.A. Meyers (E-in-C), Springer, 2009, Entry 789
"Polyphonic Music Information Retrieval based on Multi-label
Cascade Classification System", W. Jiang, A. Cohen, Z.W. Ras, in Advances in Information and Intelligent
Systems, Ras, Z.W., Ribarsky, W (Eds),
in Studies in Computational Intelligence, Vol. 251, Springer, 2009, 117-137
"Tree-based Algorithms for Action Rules Discovery",
Z.W. Ras, L.-S. Tsay, A. Dardzinska, in "Mining Complex Data",
D. Zighed et al. (Eds.), Studies in Computational Intelligence, Vol. 165, Springer, 2009, 153-163
"Music Instrument Estimation in Polyphonic
Sound Based on Short-Term Spectrum Match", W. Jiang, A. Wieczorkowska, Z.W. Ras,
in "Foundations of Computational Intelligence Volume 2", A.-E. Hassanien et al (Eds.),
Studies in Computational Intelligence, Vol. 202, Springer, 2009, 259-273
"Mining Chordal Semantics in a Non-Tagged Music Industry Database", R. Lewis, A. Cohen, W. Jiang, Z.W. Ras,
"Recent Advances in Intelligent Information Systems",
Proceedings of IIS'09, Academic Publishing House EXIT, Warsaw, Poland, 2009, 473–483
"SEWEBAR Tinnitus – Project Presentation",
Rauch, J., Ras, Z., Chudan, D., Jiang, W.,
Kliegr, T., Nemrava, J., Ralbovsky, M., Svatek, V., Simunek, M., Thompson, P.,
Zhang, X., in Proceedings of the Conference Znalosti 2009, Brno, Czech Republic, will appear
"Mining Tinnitus Database for Knowledge",
P. Thompson, X. Zhang, W. Jiang, Z.W. Ras, P. Jastreboff, in
Data Mining and Medical Knowledge
Management: Cases and Applications, (Eds: P. Berka, J. Rauch, D. Zighed), IGI Global, 2009, 293-306
"Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering",
X. Zhang, W. Jiang, Z.W. Ras,
IEEE/ICDM Workshop on Mining Complex Data
(MCD 2008), Pisa, Italy, ICDM Workshops Proceedings, IEEE Computer Society, 2008, 310-319
"Reclassification Rules",
L.-S. Tsay, Z.W. Ras, S. Im,
IEEE/ICDM Workshop on Foundations of Data Mining
(FDM 2008), Pisa, Italy, ICDM Workshops Proceedings, IEEE Computer Society, 2008, 619-627
"Association Action Rules",
Z.W. Ras, A. Dardzinska, L.-S. Tsay, H. Wasyluk,
IEEE/ICDM Workshop on Mining Complex Data
(MCD 2008), Pisa, Italy, ICDM Workshops Proceedings, IEEE Computer Society, 2008, 283-290
"Hierarchical Tree for Dissemination of Polyphonic Noise",
R. Lewis, W. Jiang, A. Cohen, Z.W. Ras,
in Proceedings of RSCTC 2008 Conference, in Akron, Ohio, LNAI 5306, Springer, 2008, 448-456
"Action Rules Discovery without pre-existing
classification rules", Z.W. Ras, A. Dardzinska,
in Proceedings of RSCTC 2008 Conference, in Akron, Ohio, LNAI 5306, Springer, 2008, 181-190
"Application of Action Rules to HEPAR Clinical
Decision Support System", H. Wasyluk, Z.W. Ras, E. Wyrzykowska,
in "Experimental and Clinical Hepatology",
Vol. 4, No. 2, 2008, 46-48
"Mining scalar representations in a non-tagged
music database", R. Lewis, W. Jiang, Z.W. Ras, in "Foundations of
Intelligent Systems", Proceedings of ISMIS'08, A. An et al. (Eds.),
Toronto, Canada, LNAI, Vol. 4994, Springer, 2008, 445-454
"Multi-Granularity Classification Rule Discovery
Using ERID", S. Im, Z. W. Ras, L.-S. Tsay, in "Proceedings of the Conference on Rough Sets and
Knowledge Technology (RSKT 2008)",
in Chengdu, P.R. China, LNAI, Vol. 5009, Springer, 2008, 491-499
"Action rule extraction from a decision table: ARED",
S. Im, Z.W. Ras, in "Foundations of
Intelligent Systems", Proceedings of ISMIS'08, A. An et al. (Eds.),
Toronto, Canada, LNAI, Vol. 4994, Springer, 2008, 160-168
"Discovering the concise set of actionable patterns", L.-S. Tsay, Z.W. Ras, in "Foundations of
Intelligent Systems", Proceedings of ISMIS'08, A. An et al. (Eds.),
Toronto, Canada, LNAI, Vol. 4994, Springer, 2008, 169-178
"Training of Classifiers for the Recognition of a Musical Instrument
Dominating in the Same-Pitch Mix",
A. Wieczorkowska, E. Kolczynska, Z.W. Ras, in "New Challenges in Applied Intelligence Technologies",
Studies in Computational Intelligence,
Springer, Vol. 134, 2008, 213-222
"Discriminant Feature Analysis for Music Timbre
Recognition and Automatic Indexing",
X. Zhang, Z.W. Ras, A. Dardzinska,
in "Mining Complex Data", Post-Proceedings of 2007 ECML/PKDD Third International
Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008, 104-115
"ARAS: Action Rules discovery based on Agglomerative Strategy",
Z.W. Ras, E. Wyrzykowska, H. Wasyluk,
in "Mining Complex Data", Post-Proceedings of 2007 ECML/PKDD Third International
Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008, 196-208
"Intelligent Query Answering",
Z.W. Ras, A. Dardzinska,
in Encyclopedia of Data Warehousing and Mining - 2nd Edition,
John Wang (Ed.), Idea Group, Inc, 2008, Vol. II, 1073-1078
"Action rules mining",
Z.W. Ras, E. Wyrzykowska, L.-S. Tsay,
in Encyclopedia of Data Warehousing and Mining - 2nd Edition,
John Wang (Ed.), Idea Group, Inc, 2008, Vol. I, 1-5
"Facial recognition",
R. Lewis, Z.W. Ras,
in Encyclopedia of Data Warehousing and Mining - 2nd Edition,
John Wang (Ed.), Idea Group, Inc, 2008, Vol. II, 857-862
"Data Confidentiality and Chase-Based Knowledge Discovery",
S. Im, Z.W. Ras,
in Encyclopedia of Data Warehousing and Mining - 2nd Edition,
John Wang (Ed.), Idea Group, Inc, 2008, Vol. I, 361-366
"Automatic Music Timbre Indexing",
X. Zhang, Z.W. Ras,
in Encyclopedia of Data Warehousing and Mining - 2nd Edition,
John Wang (Ed.), Idea Group, Inc, 2008
"Mining e-Action Rules, System DEAR", Z.W. Ras, L.-S. Tsay,
in "Data Mining: Foundations and Practice", Studies in Computational Intelligence,
T.Y. Lin et al. (Eds.), Vol. 118, Springer, 2008, 289-298
"E-Action Rules", L.-S. Tsay,
Z.W. Ras, in "Data Mining: Foundations and Practice", Studies in Computational Intelligence,
T.Y. Lin et al. (Eds.), Vol. 118, Springer, 2008, 277-288
"Cooperative answering of queries based on hierarchical decision attributes",
Z.W. Ras, A. Dardzinska, X. Zhang, in CAMES Journal,
Polish Academy of Sciences, Institute of Fundamental Technological Research,
Vol. 14, No. 4, 2007, 729–736
"Discriminant feature analysis for music timbre recognition",
Zhang, X., Ras, Z., in Proceedings of 2007 ECML/PKDD Third International
Workshop on Mining Complex Data (MCD 2007), Univ. of Warsaw, Poland, 2007, 59-70
"ARoGS: Action rules discovery based on grabbing strategy and LERS",
Ras, Z., Wyrzykowska, E., in Proceedings of 2007 ECML/PKDD Third International
Workshop on Mining Complex Data (MCD 2007), Univ. of Warsaw, Poland, 2007, 95-105
"From Mining Tinnitus Database to Tinnitus Decision-Support
System, Initial Study",
P. Thompson, X. Zhang, W. Jiang, Z.W. Ras, in the Proceedings of
IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT
2007), IEEE Computer Society, San Jose, Calif., 2007, 203-206
"MIRAI: Multi-hierarchical Music Automatic Indexing and
Retrieval System", (Invited Paper), Z.W. Ras, X. Zhang, in Proceedings of the Conference on
Technologies for Data Processing (KKNTPD'07), September 24-26, 2007,
Poznan Univ. of Technology, Poland, 11-22
"Data Security and Chase", Z.W. Ras, S. Im,
in Encyclopedia of Information Ethics and Security,
Marian Quigley (Ed.),
IGI Global, June, 2007, 114-120
"Multi-way Hierarchic Classification of Musical
Instrument Sounds", A. Wieczorkowska, Z.W. Ras,
X. Zhang,
Lewis, R., in "Proceedings of the International Conference on Multimedia and
Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul,
South Korea, 897-902
"Maximum Likelihood Study for Sound Pattern Separation
and Recognition", X. Zhang,
K. Marasek, Z.W. Ras, in "Proceedings of the International Conference on Multimedia and
Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul,
South Korea, 807-812
"Analysis of Sound Features for Music Timbre Recognition",
(Invited Paper), X. Zhang,
Z.W. Ras, in "Proceedings of the International Conference on Multimedia and
Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul, South Korea, 3-8
"Rules for Processing and Manipulating Scalar Music Theory",
Lewis, R., Z.W. Ras, in "Proceedings of the International Conference on Multimedia and
Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul,
South Korea, 819-824
"Protection of Sensitive Data based on Reducts
in a Distributed Knowledge Discovery System",
S. Im, Z.W. Ras, in "Proceedings of the
International Conference on Multimedia and
Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul,
South Korea, 762-766
"MIRAI: Multi-hierarchical, FS-tree based Music Information Retrieval System", (Invited Paper),
Z.W. Ras, X. Zhang, Lewis, R.,
in "Proceedings of RSEISP 2007", M. Kryszkiewicz et al. (Eds), LNAI, Vol. 4585,
Springer, 80-89
"Data Confidentiality versus Chase",
Z.W. Ras,
O. Gurdal, S. Im,
A. Tzacheva,
in "Proceedings of the Joint Rough
Sets Symposium (JRS07)", May 14-16, 2007, in Toronto, Canada, LNAI, Vol. 4482, Springer,
330-337
"Constraint Based Action Rule
Discovery with Single Classification Rules",
A. Tzacheva, Z.W. Ras,
in "Proceedings of the Joint Rough
Sets Symposium (JRS07)", May 14-16, 2007, in Toronto, Canada, LNAI, Vol. 4482, Springer,
322-329
"Extended Action Rule Discovery Based on Single Classification Rules and Reducts",
Z.W. Ras, E. Wyrzykowska,
in "Rough Computing: Theories, Technologies and Applications",
A.E. Hassanien,
Z. Suraj, D. Slezak,
P. Lingras (Eds.),
IGI Global, 2007, 175-184
"Knowledge Discovery Based Identification of
Musical Pitches and Instruments in Polyphonic Sounds",
Lewis, R., Zhang, X., Ras, Z.W., in the Special Issue on “Soft Computing Applications”,
Journal of Engineering Applications of Artificial Intelligence, Elsevier, Vol. 20, No. 5, 2007, 637-645
"Sound Isolation by Harmonic Peak Partition for
Music Instrument Recognition",
X. Zhang, Z.W. Ras, in the Special Issue on
Knowledge Discovery, Fundamenta Informaticae Journal,
IOS Press, Vol. 78, No. 4, 2007, 613-628
"Action Rules Discovery System DEAR3",
L.-S. Tsay, Z.W. Ras,
in "Foundations of Intelligent Systems", Proceedings of ISMIS'06,
F. Esposito et al. (Eds.), Bari, Italy,
LNAI, No. 4203, Springer, 2006, 483-492
"Blind Signal Separation of Similar Pitches
and Instruments in a Noisy Polyphonic Domain", R. Lewis, X. Zhang, Z.W. Ras,
in "Foundations of Intelligent Systems", Proceedings of ISMIS'06,
F. Esposito et al. (Eds.), Bari, Italy,
LNAI, No. 4203, Springer, 2006, 228-237
"Action Rules Discovery, a new simplified
strategy", Z.W. Ras, A. Dardzinska, in "Foundations of
Intelligent Systems", Proceedings of ISMIS'06, F. Esposito et al. (Eds.),
Bari, Italy,
LNAI, No. 4203, Springer, 2006, 445-453
"Data Security versus Knowledge Loss",
Z.W. Ras, A. Dardzinska, S. Im,
O. Gurdal,
Invited paper, in the Proceedings of Artificial Intelligence Studies,
Publishing House of University of Podlasie, Vol. 3, No. 26, 2006, 5-11
"Solving Failing Queries through
Cooperation and Collaboration", Z.W. Ras, A. Dardzinska , Special Issue
on Web Resources Access, (Editor: M.-S. Hacid), in World
Wide Web Journal, Springer, Vol. 9, No. 2, 2006, 173-186
"Cooperative discovery of interesting action rules",
A. Dardzinska, Z.W. Ras,
in the Proceedings of FQAS 2006 Conference, Milano, Italy,
(Eds. H.L. Larsen et al.), Springer, LNAI 4027, 2006, 489-497
"Discovering E-Action Rules
from Incomplete Information Systems",
L.-S. Tsay, Z.W. Ras, in Proceedings of IEEE International Conference
on Granular Computing (IEEE GrC 2006), May 10-12, 2006, Atlanta,
Georgia, 518-521
"Differentiated Harmonic
Feature Analysis on Music Information Retrieval For Instrument Recognition",
X. Zhang, Z.W. Ras,
in Proceedings of IEEE International Conference
on Granular Computing (IEEE GrC 2006), May 10-12, 2006, Atlanta,
Georgia, 578-581
"Extracting Rules from Incomplete
Decision Systems: System ERID", A. Dardzinska , Z.W. Ras, in Foundations and
Novel Approaches in Data Mining, (Eds. T.Y. Lin, S. Ohsuga, C.J. Liau, X. Hu),
Studies in Computational Intelligence, Vol. 9, Springer, 2006, 143-154
"Multi-label classification of emotions in music",
A. Wieczorkowska,
P. Synak, Z.W. Ras, in "Intelligent Information Processing and Web Mining",
Advances in Soft Computing, Proceedings
of IIS 2006 Symposium, Ustron, Poland, Springer, Vol. 35, 2006, 307-315
"Building a security-aware query
answering system based on hierarchical data masking",
S. Im, Z.W. Ras,
A. Dardzinska,
in "Computational Intelligence in Data Mining",
Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas,
Published by Math. Dept., Saint Mary's Univ., Nova Scotia,
Canada, 2005, 55-62
"Mining E-Action Rules",
L.-S. Tsay, Z.W. Ras, A. Dardzinska,
in "Mining Complex Data",
Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas, Published by
Math. Dept., Saint Mary's Univ., Nova Scotia, Canada, 2005, 85-90
"SCIKD: Safeguarding Classified
Information from Knowledge Discovery", S. Im, Z.W. Ras, A. Dardzinska, in
"Foundations of Semantic Oriented Data and Web Mining",
Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas, Published by
Math. Dept., Saint Mary's Univ., Nova Scotia, Canada, 2005, 34-39
"KD-Chase based query answering for
hierarchical information systems", Z. Ras, A. Dardzinska , in the Proceedings
of the CS&P 2005 Workshop in Ruciane-Nida, Poland, (Ed. L. Czaja), Warsaw
University, Vol. 2, 2005, 445-454
"Ensuring Data Security against
Knowledge Discovery in Distributed Information Systems", S. Im , Z.W. Ras, in the Proceedings of the Tenth
International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular
Computing (RSFDGrC'05), LNAI 3642, Springer, 2005, 548-557
"Knowledge Discovery Based Query
Answering in Hierarchical Information Systems", Z.W. Ras, A. Dardzinska and O. Gurdal, in the Proceedings of the
Tenth International Conference on Rough Sets, Fuzzy Sets, Data Mining and
Granular Computing (RSFDGrC'05), LNAI 3642, Springer, 2005, 221-230
"Mining for Interesting Action Rules",
Z.W. Ras, A. Tzacheva, L.-S. Tsay, and O. Gurdal, in the Proceedings of
IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT
2005), Compiegne University of Technology, France, 2005, 187-193
"Collaboration and Distributed Chase",
A. Dardzinska, Z.W. Ras, Issues in
Soft Computing Theory and Applications, Akademicka Oficyna Wydawnicza Exit,
2005, 119-130
"CHASE-2: Rule based chase algorithm
for information systems of type lambda", A. Dardzinska , Z.W. Ras, in the
Postproceedings of the Second International Workshop on Active Mining (AM'2003),
Maebashi City, Japan, (Eds. S. Tsumoto et al.), LNAI, No. 3430, Springer, 2005,
258-270
"Solving failing queries through
cooperation and collaboration", Z.W. Ras, A. Dardzinska , in "Foundations of
Intelligent Systems", Proceedings of ISMIS'05, M.-S. Hacid et al. (Eds.),
Saratoga Springs, New York, LNAI,
No. 3488, Springer, 2005, 152-160
"Extracting emotions from music data",
A. Wieczorkowska, P. Synak,
R. Lewis, Z.W. Ras, in "Foundations of Intelligent
Systems", Proceedings of ISMIS'05, M.-S. Hacid et al. (Eds.), Saratoga Springs,
New York, LNAI,
No. 3488, Springer, 2005, 456-465
"New methodology of facial
recognition, Part I", R.A. Lewis
, Z.W. Ras, in Intelligent Information Processing and Web Mining, Advances
in Soft Computing, Proceedings of the IIS'2005 Symposium, Gdansk, Poland,
Springer, 2005, 615-624
"New methodology of facial
recognition, Part II", R.A. Lewis
, Z.W. Ras, in Intelligent Information Processing and Web Mining, Advances
in Soft Computing, Proceedings of the IIS'2005 Symposium, Gdansk, Poland,
Springer, 2005, 625-632
"Data security against knowledge discovery
in distributed information systems", invited paper,
Z. W. Ras, S. Im
, in Technologies for Data Processing, Proceedings of the First National
Conference, T. Morzy, H. Rybinski (Eds.), Poznan, Poland,
Poznan Technical University Publisher, 2005, 11-12
"Creating reliable database for
experiments on extracting emotions", A. Wieczorkowska, P. Synak, R.A. Lewis, Z.W. Ras, in Intelligent Information
Processing and Web Mining, Advances
in Soft Computing, Proceedings of the IIS'2005 Symposium, Gdansk, Poland,
Springer, 2005, 395-404
"Intelligent query answering",
Z.W. Ras, A. Dardzinska , in
Encyclopedia of Data Warehousing and Mining, (Ed. J. Wang), Idea Group Inc.,
2005, 639-643
"Action rules discovery: System DEAR2,
method and experiments", L.-S. Tsay, Z.W. Ras, in the Special Issue on
Knowledge Discovery, Journal of Experimental
and Theoretical Artificial Intelligence, Taylor & Francis, Vol. 17, No.
1-2, 2005, 119-128
"Action rules", Z.W. Ras,
A. Tzacheva and L.-S. Tsay, in Encyclopedia of Data Warehousing and Mining,
(Ed. J. Wang), Idea Group Inc., 2005, 1-5
"Action rules mining",
A. Tzacheva, Z.W. Ras, in the Special Issue on Knowledge Discovery, International Journal of
Intelligent Systems, Wiley, Vol. 20, No. 7, 2005, 719-736
"Data security and null
value imputation in distributed information systems", Z.W. Ras, A. Dardzinska
, in "Monitoring, Security and Rescue Techniques in Multiagent Systems", Advances
in Soft Computing , Springer, 2005, 133-146
"In search for action rules of the
lowest cost", Z.W. Ras, A. Tzacheva, in "Monitoring, Security and Rescue
Techniques in Multiagent Systems", Advances
in Soft Computing , Springer, 2005, 261-272
"Do we need automatic indexing of
musical instruments?", A. Wieczorkowska , Z.W. Ras, Proceedings of the
International Workshop on Intelligent Media Technology for Communicative
Intelligence, Warsaw, Poland, LNCS, Vol. 3490, Springer, 2005, 239-248
"Actionability as objective measure
of rules interestingness", with L.-S. Tsay, A. Wieczorkowska,
in the Proceedings of
ICDM'04 Workshop on Foundations of Data Mining, (Eds. T.Y. Lin, S. Smale, T.
Poggio, C.J. Liau), Brighton, UK, IEEE Computer Society, 2004, 137-142
"Query answering based on
collaboration and chase", with A. Dardzinska , in the Proceedings of
FQAS'04 Conference, Lyon, France, LNCS/LNAI, No. 3055, Springer, 2004, 125-136
"Data security and null value
imputation in distributed information systems", (Invited Paper), with A.
Dardzinska , in Proceedings of the International Workshop on Monitoring,
Security and Rescue Techniques in Multiagent Systems, University of Warsaw,
2004, 83-96
"System ADReD for Discovering Rules
based on Hyperplanes", with A. Dardzinska and X. Liu, in the
Special Issue on Selected Problems in Knowledge Representation, International Journal of
Engineering Applications of Artificial Intelligence, Vol. 17, No. 4,
Elsevier, 2004, 401-406
"Tree-based
algorithm for discovering extended action-rules (System DEAR2)", with
L.-S. Tsay and A. Wieczorkowska, in "Intelligent Information
Processing and Web Mining", Advances in
Soft Computing , Proceedings of the IIS'2004 Symposium, Zakopane, Poland,
Springer, 2004, 459-464
"Rule discovery by
axes-driven hyperplanes construction", with A. Dardzinska and X.
Liu , in "Intelligent Information Processing and Web Mining", Advances in
Soft Computing , Proceedings of the IIS'2004 Symposium, Zakopane, Poland,
Springer, 2004, 535-546
"Ontology Based Distributed
Autonomous Knowledge Systems", with A. Dardzinska , in the Special
Issue on Web-Universal Integration, Information Systems International
Journal, Elsevier, Vol. 29, No. 1, 2004, 47-58
"How to increase support of rules
to be discovered from DB", with A. Dardzinska , in the Proceedings of
the Symposium on Methods of AI (AI-METH2003), Silesian University of Technology,
Gliwice, Poland, November 2003, 123-128
"Rule-based Chase algorithm for
partially incomplete information systems", with A. Dardzinska , in
the Proceedings of the Second International Workshop on Active Mining (AM'2003),
Maebashi City, Japan, October, 2003, 42-51
"Knowledge-Discovery Based Flexible
Query Answering Systems", ICS PAS Reports, No. 963, Warsaw, Poland, October,
2003
"Chasing Unknown Values in
Incomplete Information Systems", with A. Dardzinska , in the Proceedings
of ICDM'03 Workshop on Foundations and New Directions of Data Mining, (Eds: T.Y.
Lin, X. Hu, S. Ohsuga, C. Liau), Melbourne, Florida, IEEE Computer Society,
2003, 24-30
"On Rule Discovery from Incomplete
Information Systems", with A. Dardzinska , in the Proceedings of
ICDM'03 Workshop on Foundations and New Directions of Data Mining, (Eds: T.Y.
Lin, X. Hu, S. Ohsuga, C. Liau), Melbourne, Florida, IEEE Computer Society,
2003, 31-35
"Representing audio data by
FS-trees and Adaptable TV-trees", with A. Wieczorkowska and L.-S.
Tsay, in "Foundations of Intelligent Systems", Proceedings of ISMIS'03
Symposium, Maebashi City, Japan, LNAI, Springer-Verlag, No. 2871, 2003, 135-142
"Editorial - Music information
retrieval", with A. Wieczorkowska, Journal of Intelligent Information Systems,
Vol. 21, No. 1, Kluwer, 2003, 5-8
"Discovering extended
action-rules, System DEAR", with L.-S. Tsay , in "Intelligent
Information Systems 2003", Advances in
Soft Computing, Proceedings of the IIS'2003 Symposium, Zakopane, Poland,
Springer, 2003, 293-300
"Discovering semantic incosistencies
to improve action rules mining", with A.A. Tzacheva , in "Intelligent
Information Systems 2003", Advances in
Soft Computing , Proceedings of the IIS'2003 Symposium, Zakopane, Poland,
Springer, 2003, 301-310
"Discovering non-standard
semantics of semi-stable attributes", with A.A. Tzacheva , in
"Proceedings of FLAIRS-2003", St. Augustine, Florida, (Eds. I. Russell, S.
Haller), AAAI Press, 2003, 330-334
"The Wisdom Web: New Challenges for
Web Intelligence", with J. Liu
, N. Zhong , Y. Yao , Journal of Intelligent
Information Systems, Vol. 20, No. 1, Kluwer, 2003, 5-9
"Handling semantic inconsistencies in
query answering based on distributed knowledge mining", with A. Dardzinska , in Special Issue on
Intelligent IT (Eds. N. Zhong, J. Liu, P. Wang) International
Journal of Pattern Recognition and Artficial Intelligence , World
Scientific, Vol. 16, No. 8, 2002, 1087-1099
"Collaborative query
processing in DKS controlled by reducts", with A. Dardzinska , in "Rough Sets and
Current Trends in Computing", Proceedings of RSCTC'02 Symposium, (Eds. J.
Alpigini, J. Peters, A. Skowron, N. Zhong), LNCS/LNAI, Vol. 2475,
Springer-Verlag, 2002, 189-196
"Global action rules in distributed
knowledge systems", with S. Gupta, in CS&P 2001 Special Issue (Eds. L.
Czaja, H.-D. Burkhard, P. Starke), Fundamenta Informaticae Journal, IOS
Press, Vol. 51, No. 1-2, 2002, 175-184
"Action rules,
re-classification of objects and e-commerce", with S. Gupta, in "Intelligent
Information Systems 2002", Advances in
Soft Computing , Proceedings of the IIS'2002 Symposium, Sopot, Poland,
Physica-Verlag, Springer, 2002, 101-108
"Handling semantic
incosistencies in distributed knowledge systems using ontologies", with A.
Dardzinska, in "Foundations of Intelligent Systems", Proceedings of ISMIS'02
Symposium, Lyon, France, LNAI, Vol. 2366, Springer-Verlag, 2002, 66-74
"Reducts-driven query answering for
distributed knowledge systems", in Special Issue on Rough Sets Approach to
Knowledge Discovery (Eds. J.F. Peters, A. Skowron), International Journal of
Intelligent Systems, John Wiley & Sons, Vol. 17, No. 2, 2002, 113-124
"Query answering based on distributed knowledge mining", Z.W. Ras, in "Intelligent
Agent Technology, Research and Development", (Eds. N. Zhong, J. Liu, S. Ohsuga,
J. Bradshaw), Proceedings of IAT'01, Maebashi City, Japan, World Scientific
Publishers, 2001, 17-27 (Invited Paper)
"Audio content description
in sound databases", Z.W. Ras, A. Wieczorkowska, in "Web Intelligence: Research
and Development", (Eds. N. Zhong, Y. Yao, J. Liu, S. Ohsuga), Proceedings of
WI'01, Maebashi City, Japan, LNAI 2198, Springer, 2001, 175-183
"Action-rules: the role of
attributes in flexible object classification", Z.W. Ras, S. Gupta , in "Proceedings of the Workshop on
Concurrency Specification and Programming", University of Warsaw, Poland,
October 3-5, 2001, 210-217
"Indexing audio databases with
musical information", A. Wieczorkowska , Z.W. Ras, in "Proceedings of
SCI'01", Volume 10, Orlando, Florida, July 22-25, 2001, 279-285
"The role of support and confidence in
collaborative query answering", Z.W. Ras, in "Intelligent Information Systems", Advances
in Soft Computing, Proceedings of the Tenth International Conference, IIS'2001,
Zakopane, Poland, Physica-Verlag, Springer, 2001, 221-226
"Query answering in DAKS based on
reducts", Z.W. Ras, in "Flexible Query Answering Systems", Advances in Soft Computing,
Proceedings of the Fourth International Conference, FQAS'2000, Warsaw, Poland,
Physica-Verlag, Springer, 2000, 117-127
"Foundations and discovery of
operational definitions", Z.W. Ras, in "Foundations of Intelligent Systems", Proceedings
of ISMIS'00, Lecture Notes in Artificial Intelligence, No. 1932,
Springer-Verlag, 2000, 582-590
"Action-rules: how to increase
profit of a company", Z.W. Ras, A.
Wieczorkowska , in "Principles of Data Mining and Knowledge Discovery",
(Eds. D.A. Zighed, J. Komorowski, J. Zytkow), Proceedings of PKDD'00, Lyon,
France, LNAI, No. 1910, Springer, 2000, 587-592
"Mining for attribute definitions
in a distributed two-layered DB system", with J.M. Zytkow , Journal of
Intelligent Information Systems, Kluwer, Vol. 14, No. 2/3, 2000, 115-130
"Mining for action-rules in large
decision tables classifying customers", with A. Wieczorkowska, in "Intelligent
Information Systems", Advances in Soft Computing, Proceedings of the IIS'2000
Symposium, Bystra, Poland, Physica-Verlag, Springer, 2000, 55-64
"Discovering rules in information
trees" "Mining distributed databases for
attribute definitions" , with J.M. Zytkow, in "Data Mining and Knowledge
Discovery: Theory, Tools, and Technology", Proceedings of SPIE, Orlando, April
5-6, 1999, Vol. 3695, 171-178
"Discovery of equations and the
shared operational semantics in distributed autonomous databases" , with J.M. Zytkow, in
"Methodologies for Knowledge Discovery and Data Mining", (Eds. N. Zhong, L.
Zhou), Proceedings of PAKDD'99, Beijing, China, LNAI, No. 1574, Springer, 1999,
453-463
"Intelligent query answering in
DAKS" , in "Knowledge Management in Fuzzy Databases", (Eds. O. Pons, M.A.
Vila, J. Kacprzyk), Physica-Verlag, Springer, 1999, 159-170
"Handling queries in incomplete
CKBS through knowledge discovery" , in "Rough Sets and Current Trends in
Computing", Proceedings of RSCTC'98, LNCS, No. 1424, Springer-Verlag, 1998, pp.
194-201
"Knowledge discovery objects and
queries in distributed knowledge systems" , Z.W. Ras, J. Zheng, in "Artificial
Intelligence and Symbolic Computation", Proceedings of AISC'98, LNAI, No. 1476,
Springer, 1998, pp. 259-269
"Maintaining soundness of rules in
distributed knowledge systems", Z.W. Ras, A. Bergmann, in Proceedings of the Workshop on
Intelligent Information Systems, IIS-98, Malbork, Poland, June 15-19, 1998,
Polish Academy of Sciences, pp. 29-38
"Answering non-standard queries
in distributed knowledge-based systems" , Z.W. Ras, in Rough Sets in Knowledge
Discovery (Eds. A. Skowron, L. Polkowski), Studies in Fuzziness and Soft
Computing, Vol. 2, Physica Verlag, 1998, pp. 98-108
"Resolving queries through cooperation
in multi-agent systems", Z.W. Ras, in Rough Sets and Data Mining (Eds. T.Y. Lin, N.
Cercone), Kluwer Academic Publishers, 1997, pp. 239-258
"Query approximate answering
system for an incomplete DKBS" , Z.W. Ras, S. Joshi, Fundamenta Informaticae
Journal, IOS Press, Vol. 30, No. 3/4, 1997, 313-324
"Collaboration control in
distributed knowledge-based systems", Z.W. Ras, Information Sciences Journal,
Elsevier, Vol. 96, No. 3/4, 1997, pp. 193-205
"Knowledge discovery in a distributed fram