Mikhail Moshkov

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Mikhail Moshkov

 https://orcid.org/0000-0003-0085-9483
Calculated based on number of publications stored in Pure and citations from Scopus
1994 …2023

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  • 2010

    A tool for study of optimal decision trees

    Alkhalid, A., Chikalov, I. & Moshkov, M., 2010, Rough Set and Knowledge Technology. Springer Nature, p. 353-360 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Comparison of some classification algorithms based on deterministic and nondeterministic decision rules

    Delimata, P., Marszał-Paszek, B., Moshkov, M., Paszek, P., Skowron, A. & Suraj, Z., 2010, Lecture Notes in Computer Science. Springer Nature, p. 90-105 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • On algorithm for building of optimal α-decision trees

    Alkhalid, A., Chikalov, I. & Moshkov, M., 2010, Rough Sets and Current Trends in Computing. Springer Nature, p. 438-445 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

  • Upper bounds on minimum cardinality of exact and approximate reducts

    Chikalov, I., Moshkov, M. & Zielosko, B. M., 2010, Rough Sets and Current Trends in Computing. Springer Nature, p. 412-417 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2009

    On construction of partial association rules

    Moshkov, M., Piliszczuk, M. & Zielosko, B. M., 2009, Rough Sets and Knowledge Technology. Springer Nature, p. 176-183 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations
  • 2008

    Comparison of lazy classification algorithms based on deterministic and inhibitory decision rules

    Delimata, P., Moshkov, M., Skowron, A. & Suraj, Z., 2008, Rough Sets and Knowledge Technology - Third International Conference, RSKT 2008, Proceedings. p. 55-62 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5009 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Extracting relevant information about reduct sets from data tables

    Moshkov, M. J., Skowron, A. & Suraj, Z., 2008, Transactions on Rough Sets IX. p. 200-211 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5390 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • On irreducible descriptive sets of attributes for information systems

    Moshkov, M., Skowron, A. & Suraj, Z., 2008, Rough Sets and Current Trends in Computing - 6th International Conference, RSCTC 2008, Proceedings. Springer Verlag, p. 21-30 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5306 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • On partial covers, reducts and decision rules

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., Sep 9 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 251-288 38 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Universal problem of attribute reduction

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., Dec 1 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 187-199 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2007

    Graphical representation of information on the set of reducts

    Moshkov, M. & Piliszczuk, M., 2007, Rough Sets and Knowledge Technology - Second International Conference, RSKT 2007, Proceedings. Springer Verlag, p. 372-378 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4481 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • On covering attribute sets by reducts

    Moshkov, M., Skowron, A. & Suraj, Z., 2007, Rough Sets and Intelligent Systems Paradigms - International Conference, RSEISP 2007, Proceedings. Springer Verlag, p. 175-180 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4585 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • On partial covers, reducts and decision rules with weights

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., 2007, Transactions on Rough Sets VI - Commemorating the Life and Work of Zdzislaw Pawlak. PART 1 ed. Springer Verlag, p. 211-246 36 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4374 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Two families of classification algorithms

    Delimata, P., Moshkov, M., Skowron, A. & Suraj, Z., 2007, Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 11th International Conference, RSFDGrC 2007, Proceedings. Springer Verlag, p. 297-304 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4482 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Universal attribute reduction problem

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., 2007, Rough Sets and Intelligent Systems Paradigms - International Conference, RSEISP 2007, Proceedings. Springer Verlag, p. 417-426 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4585 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Universal attribute reduction problem

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 417-426 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2006

    Lower bounds on minimal weight of partial reducts and partial decision rules

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., 2006, Rough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings. Springer Verlag, p. 290-296 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4062 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • On greedy algorithms with weights for construction of partial covers

    Moshkov, M. J., Piliszczuk, M. & Zielosko, B., Dec 1 2006, Advances in Soft Computing. p. 391-395 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • On partial tests and partial reducts for decision tables

    Moshkov, M. J. & Piliszczuk, M., May 1 2006, Proceedings of SPIE - The International Society for Optical Engineering. p. 149-155 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On partial tests and partial reducts for decision tables

    Moshkov, M. J. & Piliszczuk, M., 2006, Proceedings of SPIE - The International Society for Optical Engineering. p. 149-155 7 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6104).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On testing membership to maximal consistent extensions of information systems

    Moshkov, M., Skowron, A. & Suraj, Z., 2006, Rough Sets and Current Trends in Computing - 5th International Conference, RSCTC 2006, Proceedings. Springer Verlag, p. 85-90 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4259 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations
  • 2005

    Decision trees and reducts for distributed decision tables

    Moshkov, M. J., 2005, Monitoring, Security, and Rescue Techniques in Multiagent Systems. Springer Verlag, p. 239-248 10 p. (Advances in Soft Computing; vol. 28).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • On cardinality of reducts for the most part of binary decision tables

    Moshkov, M. J., 2005, Proceedings of the 2nd Indian International Conference on Artificial Intelligence, IICAI 2005. p. 2404-2410 7 p. (Proceedings of the 2nd Indian International Conference on Artificial Intelligence, IICAI 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On cardinality of reducts for the most part of binary decision tables

    Moshkov, M. J., Dec 1 2005, Proceedings of the 2nd Indian International Conference on Artificial Intelligence, IICAI 2005. p. 2404-2410 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On construction of the set of irreducible partial covers

    Moshkov, M. J., 2005, Stochastic Algorithms: Foundations and Applications - Third International Symposium, SAGA 2005, Proceedings. p. 38-44 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3777 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • On partial tests and partial reducts for decision tables

    Moshkov, M. J. & Piliszczuk, M., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 149-155 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3641 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • On partial tests and partial reducts for decision tables

    Moshkov, M. J. & Piliszczuk, M., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 149-155 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2004

    Consecutive optimization of decision trees concerning various complexity measures

    Moshkov, M. J. & Chikalov, I. V., Jun 1 2004, Fundamenta Informaticae. p. 87-96 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Greedy algorithm for decision tree construction in context of knowledge discovery problems

    Moshkov, M. J., Jan 1 2004, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Springer Verlag, p. 192-197 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2003

    Approximate algorithm for minimization of decision tree depth

    Moshkov, M. J., 2003, Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings. Wang, G., Liu, Q., Yao, Y. & Skowron, A. (eds.). Springer Verlag, p. 611-614 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2639).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Greedy algorithm for set cover in context of knowledge discovery problems

    Moshkov, M. J., Jan 1 2003, Electronic Notes in Theoretical Computer Science. Elsevier, p. 174-185 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations
  • 2002

    On compressible information systems

    Moshkov, M., 2002, Rough Sets and Current Trends in Computing - 3rd International Conference, RSCTC 2002, Proceedings. Alpigini, J. J., Peters, J. F., Skowron, A. & Zhong, N. (eds.). Springer Verlag, p. 156-160 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2475).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2001

    Classification of infinite information systems

    Moshkov, M., 2001, Rough Sets and Current Trends in Computing - 2nd International Conference, RSCTC 2000, Revised Papers. Ziarko, W. & Yao, Y. (eds.). Springer Verlag, p. 199-203 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 1998

    Some relationships between decision trees and decision rule systems

    Moshkov, M., 1998, Rough Sets and Current Trends in Computing - 1st International Conference, RSCTC 1998, Proceedings. Polkowski, L. & Skowron, A. (eds.). Springer Verlag, p. 499-505 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1424).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 1997

    Algorithms for constructing of decision trees

    Moshkov, M., 1997, Principles of Data Mining and Knowledge Discovery - 1st European Symposium, PKDD 1997, Proceedings. Komorowski, J. & Zytkow, J. (eds.). Springer Verlag, p. 335-342 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1263).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations