doc. Mgr. Jan Outrata, Ph.D. publikace

Aktuální seznam publikací na osobních stránkách / Up-to-date list of publications on personal webpage

Vybrané články v časopisech / Selected journal papers

  1. Parallel exploration of partial solutions in Boolean matrix factorization.
    Journal of Parallel and Distributed Computing 123(2019), pp. 180–191 (coauthor Trnecka M.).
    [Elsevier, DOI 10.1016/j.jpdc.2018.09.014, ISSN 0743-7315]
    IF: 1.815, citations (without selfcitations): 0 WoS, 0 total
  2. Toward quality assessment of Boolean matrix factorizations.
    Information Sciences 459(2018), pp. 71–85 (coauthors Belohlavek R., Trnecka M.).
    [Elsevier, DOI 10.1016/j.ins.2018.05.016, ISSN 0020–0255]
    IF: 4.305, citations (without selfcitations): 0 WoS, 0 total
  3. A lattice-free concept lattice update algorithm.
    Int. Journal of General Systems 45(2)(2016), pp. 211–231.
    [Taylor & Francis Group, DOI 10.1080/03081079.2015.1072928, ISSN 0308–1079 (paper), 1563–5104 (online)]
    IF: 1.637, citations (without selfcitations): 0 WoS, 0 total
  4. Impact of Boolean factorization as preprocessing methods for classification of Boolean data.
    Annals of Mathematics and Artificial Intelligence 72(1–2)(2014), pp. 3–22 (coauthors Belohlavek R., Trnecka M.)
    [Springer, DOI 10.1007/s10472-014-9414-x, ISSN 1012–2443 (paper), 1573–7470 (online)]
    IF: 0.691, citations (without selfcitations): 2 WoS, 4 total
  5. Fast Algorithm for Computing Fixpoints of Galois Connections Induced by Object-Attribute Relational Data.
    Information Sciences 185(1)(2012), pp. 114–127 (coauthor Vychodil V.).
    [Elsevier, DOI 10.1016/j.ins.2011.09.023, ISSN 0020–0255]
    IF: 3.643, citations (without selfcitations): 13 WoS, 28 total
  6. Computing the lattice of all fixpoints of a fuzzy closure operator.
    IEEE Trans. Fuzzy Systems 18(3)(2010), pp. 546–557 (coauthors Bělohlávek R., De Baets B., Vychodil V.).
    [IEEE, DOI 10.1109/TFUZZ.2010.2041006, ISSN 1063–6706]
    IF: 2.695, citations (without selfcitations): 25 WoS, 47 total
  7. Fast factorization by similarity in formal concept analysis of data with fuzzy attributes.
    Journal of Computer and System Sciences 73(6)(2007), pp. 1012–1022 (coauthors Bělohlávek R., Dvořák J.).
    [Elsevier, DOI 10.1016/j.jcss.2007.03.016, ISSN 0022–0000]
    IF: 1.185, citations (without selfcitaions): 17 WoS, 39 total

Vybrané příspěvky ve sbornících konferencí / Selected papers in conference proceedings

  1. Using frequent closed itemsets for data dimensionality reduction.
    In: Cook D., Pei J., Wang W., Zaiane O., Wu X. (Eds.): Proceedings of the ICDM 2011, The 11th IEEE International Conference on Data Mining, 2011, pp. 1128–1133, Vancouver, Canada, December 2011 (coauthors Krajca P., Vychodil V.).
    [IEEE Computer Society, Conference Publishing Services, Los Alamitos, California, USA, DOI 10.1109/ICDM.2011.154, ISBN 978–0–7695–4408–3, BMS Part Number CFP11278–CDR, Product Number E4408]
    Citations (without selfcitations): 0 WoS, 6 total
  2. Boolean factor analysis for data preprocessing in machine learning.
    In: Draghici S., Khoshgoftaar T. M., Palade V., Pedrycz V., Wani M. A., Zhu X. (Eds.): Proceedings of The Ninth Int. Conf. on Machine Learning and Applications (ICMLA 2010), 2010, pp. 899–902, Washington, D.C., USA, December 2010.
    [IEEE, DOI 10.1109/ICMLA.2010.141, ISBN 978–0–7695–4300–0, Catalog Number: CFP10592–PRT]
    Citations (without selfcitations): 2 WoS, 14 total
  3. Parallel Recursive Algorithm for FCA.
    In: Belohlavek R., Kuznetsov S. O. (Eds.): CLA 2008: Proceedings of the Sixth International Conference on Concept Lattices and Their Applications, 2008, pp. 71–82, Olomouc, Czech Republic, October 2008 (coauthors Krajca P., Vychodil V.).
    [Palacký University, Olomouc, Czech Rep., CEUR WS, Vol. 433, ISBN 978–80–244–2111–7]
    Citations (without selfcitations): 0 WoS, 53 total
  4. Lindig's algorithm for concept lattices over graded attributes.
    In: Torra V., Narukawa Y., Yoshida Y. (Eds.): Modeling Decisions for Artificial Intelligence: 4th International Conference, Lecture Notes in Artificial Intelligence 4617, 2007, pp. 156–167, Kitakyushu, Japan, August 2007 (coauthors Bělohlávek R., De Baets B., Vychodil V.).
    [Springer-Verlag Berlin Heidelberg, Germany, DOI 10.1007/978–3–540–73729–2_15, ISBN 978–3–540–73728–5, ISSN 0302–9743]
    Citations (without selfcitations): 9 WoS, 14 total
  5. Thresholds and shifted attributes in formal concept analysis of data with fuzzy attributes.
    In: Schärfe H., Hitzler P., Øhrstrøm P. (Eds.): Proc. ICCS 2006, Lecture Notes in Artificial Intelligence 4068, 2006, pp. 117–130, Aalborg, Denmark, July 2006 (coauthors Bělohlávek R., Vychodil V.).
    [Springer-Verlag Berlin Heidelberg, Germany, DOI 10.1007/11787181_9, ISBN 3–540–35893–5, ISSN 0302–9743 ]
    Citations (without selfcitations): 9 WoS, 16 total