SCIENTIFIC PUBLICATIONS AND PAPERS:

  • [Rozmiar: 11195 bajtów]
  • [Rozmiar: 11195 bajtów]
  • [Rozmiar: 11195 bajtów]

Science is a constant crossing of barriers, lifting limitations, and a path into the unknown, undiscovered, and fascinating ...


najbardziejprestiżoweosi±gnięcienaukoweagh adrian horzyk DogAgeChallenge Award certified to Adrian Horzyk and Efe Ergun the 2nd Winners ICAISC BEST PAPER AWARD 2017 Adrian Horzyk

PUBLICATIONS OVER PREVIOUS YEARS (Updated on 2023-08-03):

Number Of Publications Of Adrian Horzyk Over Last Years (129 kB)

CO-AUTHORS (Updated on 2023-08-03):

Collaborators And Coauthors Of Papers Of Adrian Horzyk (345 kB)

SCIENTIFIC PAPERS AND PUBLICATIONS:

The major part of the following publications (according to the sharing restrictions) are available on my ResearchGate account.


2023

  1. Adrian Horzyk, Daniel Bulanda, and Janusz A. Starzyk, Construction and Training of Multi-Associative Graph Networks, Proc. of 2023 European Conference on Machine Learning (ECML PKDD 2023), Part III, LNCS 14171, Chapter 17, Springer, 2023. (accepted) [MNiSW (PL) rank = 140] (Commercial implementation, adaptation, and deployment) - poster and presentation
  2. Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk, Explainable Sparse Associative Self-Optimizing Neural Networks for Classification, Eds. Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li, Proc. of 2023 International Conference on Neural Information Processing (ICONIP 2023), Springer Nature Computer Science (CCIS, LNAI, LNCS), Springer Nature Singapore Pte Ltd., Vol. 9, 2023. (accepted) [MNiSW (PL) rank = 140]
  3. Janusz A. Starzyk, Przemysław Stokłosa, Adrian Horzyk, Paweł Raif, Structural Properties of Associative Knowledge Graphs, Eds. Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li, Proc. of 2023 International Conference on Neural Information Processing (ICONIP 2023), Springer Nature Computer Science (CCIS, LNAI, LNCS), Springer Nature Singapore Pte Ltd., Vol. 4, 2023. (accepted) [MNiSW (PL) rank = 140]
  4. Janusz Starzyk, Marcin Kowalik and Adrian Horzyk, Motivated Agent with Semantic Memory, Proc. of European Conference on Artificial Intelligence (ECAI 2023), Springer, 2023. (accepted) [MNiSW (PL) rank = 140]
  5. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Underlying-event properties in pp and p–Pb collisions at sNN−−−−√ = 5.02 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  6. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Production of K0S, Λ(Λ¯), Ξ±, and Ω± in jets and in the underlying event in pp and p–Pb collisions, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  7. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], J/ψ production at midrapidity in p-Pb collisions at sNN−−−−√=~8.16~TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  8. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the Λ hyperon lifetime, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  9. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], First measurement of antideuteron number fluctuations at energies available at the large hadron collider>, Physical Review Letters, 2023, DOI: , [IF, MNiSW (PL) rank = 200]
  10. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the J/ψ polarization with respect to the event plane in Pb-Pb collisions at the LHC, Physical Review Letters, 2023, DOI: , [IF, MNiSW (PL) rank = 200]
  11. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], J. M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Inclusive photon production at forward rapidities in pp and p–Pb collisions at sNN−−−−√=~5.02~TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  12. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], J. M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Performance of the ALICE electromagnetic calorimeter, Journal of Instrumentation, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 70]
  13. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], J. M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Symmetry plane correlations in Pb–Pb collisions at $\sqrt{s_{NN}}$ = 2.76 TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  14. S. Acharya, [et al.], B. Bali¶, [et al.], J. M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Towards the understanding of the genuine three-body interaction for p–p–p and p–p–$\Lambda$, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  15. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Production of pions, kaons, and protons as a function of the relative transverse activity classifier in pp collisions at s√ = 13 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  16. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Multiplicity and rapidity dependence of K∗(892)0 and ϕ (1020) production in p–Pb collisions at sNN−−−−√ = 5.02 TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  17. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Jet-like correlations with respect to K0S and Λ(Λ¯) in pp and central Pb–Pb collisions at sNN−−−−√ = 5.02 TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  18. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Light (anti)nuclei production in Pb-Pb collisions at sNN−−−−√ = 5.02 TeV, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  19. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the production of charm jets tagged with D0 mesons in pp collisions at s√ = 5.02 and 13 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  20. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of ψ (2S) production as a function of charged-particle pseudorapidity density in pp collisions at s√ = 13 TeV and p–Pb collisions at sNN−−−−√ = 8.16 TeV with ALICE at the LHC, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  21. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Neutron emission in ultraperipheral Pb-Pb collisions at sNN−−−−√ = 5.02 TeV, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  22. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurements of the groomed jet radius and momentum splitting fraction with the soft drop and dynamical grooming algorithms in pp collisions at s√ = 5.02 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  23. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Anisotropic flow and flow fluctuations of identified hadrons in Pb–Pb collisions at sNN−−−−√ = 5.02 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  24. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Observation of flow angle and flow magnitude fluctuations in Pb-Pb collisions at sNN−−−−√ = 5.02 TeV at the CERN Large Hadron Collider, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  25. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of inclusive and leading subjet fragmentation in pp and Pb–Pb collisions at sNN−−−−√ = 5.02 TeV, No. ... (2023), The Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  26. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], First measurement of Λ+c production down to pT = 0 in pp and p-Pb collisions at sNN−−−−√ = 5.02 TeV, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  27. S. Acharya, [et al.], B. Bali¶, [et al.], J. Dębski, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Two-particle transverse momentum correlations in pp and p-Pb collisions at energies available at the CERN Large Hadron Collider, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  28. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of anti-3He nuclei absorption in matter and impact on their propagation in the Galaxy, Nature Physics, Vol. 19, pp. 61–71, 2023, DOI: . [IF, MNiSW (PL) rank = 200]
  29. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], $W^{\pm}$ - boson production in p–Pb collisions at $\sqrt{s_{NN}}$ = 8.16 TeV and Pb–Pb collisions at $\sqrt{s_{NN}}$ = 5.02 TeV, No. ... (2023), Journal of High Energy Physics, 2023, DOI: , [IF, MNiSW (PL) rank = 140]
  30. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Investigation of $K^{+}K^{−}$ interactions via femtoscopy in Pb-Pb collisions at $\sqrt{s_{NN}}$ = 2.76 TeV at the CERN Large Hadron Collider, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  31. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Σ(1385)+− resonance production in Pb–Pb collisions at sNN−−−−√ = 8.16 TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]
  32. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], $K^{*}(892)^{0}$ and $\phi$(1020) production in \emph{p}-Pb collisions at $\sqrt{s_{NN}}$ = 8.16 TeV, Physical Review, Vol. ..., ... 2023, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  33. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Constraining hadronization mechanisms with $\Lambda^{+}_{c}/D^{0}$ production ratios in Pb–Pb collisions at $\sqrt{s_{NN}}$ = 5.02 TeV, Physics Letters,Vol. ..., ... 2022, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  34. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Inclusive quarkonium production in pp collisions at s√ = 5.02 TeV, The European Physical Journal C, Vol .., No .., 2023, DOI: . [IF, MNiSW (PL) rank = 140]

2022

  1. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of beauty production via non-prompt $D^0$ mesons in Pb-Pb collisions at $\sqrt{s_{NN}}$ = 5.02 TeV, No. 126 (2022), Journal of High Energy Physics, 2022, DOI: https://link.springer.com/article/10.1007/JHEP12(2022)126, [IF, MNiSW (PL) rank = 140]
  2. A. Horzyk, Does artificial intelligence pose threats or opportunities for humanity? (abstract in Polish) IV National Scientific Conference, Artificial Intelligence - hope for the future or a threat to humanity?, inaugural lecture, guest of honor, TYGIEL, 2022 - presentation in Polish.
  3. S. Czaplak, A. Horzyk, Automatic Optimization of Hyperparameters Using Associative Self-adapting Structures, Proc. of 2022 International Joint Conference on Neural Networks (IJCNN), Padua, Italy, 2022, pp. 1-8, IEEE Xplore, 2022.[IF, MNiSW (PL) rank = 140] - poster, doi: 10.1109/IJCNN55064.2022.9892758
  4. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Direct observation of the dead-cone effect in quantum chromodynamics, Nature, Vol. 605, pp. 440–446, May 2022, DOI: 10.1038/s41586-022-04572-w. [IF, MNiSW (PL) rank = 200] - AGH University report in Nature Journal: The ALICE experiment at the LHC confirms the existence of a quark mass
  5. Laura Šerkšnytė, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Antihelium-3 fluxes near Earth using data-driven estimates for annihilation cross section, PoS Proceedings of Science, 2022.
  6. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Characterizing the initial conditions of heavy-ion collisions at the LHC with mean transverse momentum and anisotropic flow correlations, Elsevier, Physics Letters B, Vol. 834, 10 Nov 2022, DOI: 10.1016/j.physletb.2022.137393. [IF, MNiSW (PL) rank = 140]
  7. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], First study of the two-body scattering involving charm hadrons, Physical Review (D), 106, 052010 – Published 23 September 2022, DOI: 10.1103/PhysRevD.106.052010, [IF, MNiSW (PL) rank = 140]
  8. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Production of \emph{K}∗(892)0 and ϕ(1020) in \emph{pp} and Pb-Pb collisions at SNN−−−−√ = 5.02 TeV, Physical Review (D), DOI: , [IF, MNiSW (PL) rank = 140]
  9. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], $K^{0}_{S}K^{0}_{S}$ and $K^{0}_{S}K^{\pm}$ femtoscopy in pp collisions at $\sqrt{s}$ = 5.02 and 13 TeV, Elsevier, Physics Letters, Vol. ..., ... 2022, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  10. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Study of very forward energy and its correlation with particle production at midrapidity in pp and p-Pb collisions at the LHC, No. ... (2022), Journal of High Energy Physics, 2022, DOI: , [IF, MNiSW (PL) rank = 140]
  11. Mateusz Baran, Joanna Grabska-Chrz±skowska, Adrian Horzyk, Jaromir Przybyło, Krzysztof Rzecki, Tomasz So¶nicki, Ryszard Tadeusiewicz, Methods and applications of artificial intelligence (in Polish), Science – Technique – Technology, 2022.
  12. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], General balance functions of identified charged hadron pairs of $(\pi, K, p)$ in Pb–Pb collisions at $\sqrt{s_{NN}}$ = 2.76 TeV, Elsevier, Physics Letters B, Vol. ..., ... 2022, ..., DOI: . [IF, MNiSW (PL) rank = 140]
  13. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Inclusive, prompt and non-prompt J/ψ production at midrapidity in p-Pb collisions at sNN−−−−√ = 5.02 TeV, No. ... (2022), Journal of High Energy Physics, 2022, DOI: , [IF, MNiSW (PL) rank = 140]
  14. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Neutral to charged kaon yield fluctuations in Pb – Pb collisions at $\sqrt{S_{NN}}$=2.76 TeV, Elsevier, Physics Letters B, Vol. 832, 10 September 2022, 137242, DOI: https://doi.org/10.1016/j.physletb.2022.137242. [IF, MNiSW (PL) rank = 140]
  15. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Hypertriton Production in \emph{p}-Pb Collisions at SNN−−−−√=5.02 TeV, Physical Review Letters, Vol. 128, Issue 25, 252003; 23 June 2022, DOI: 10.1103/PhysRevLett.128.252003, [IF, MNiSW (PL) rank = 200]
  16. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Multiplicity dependence of charged-particle jet production in pp collisions at s√=13~TeV, The European Physical Journal C, Vol 82, No 514, 2022, DOI: 10.1140/epjc/s10052-022-10405-x. [IF, MNiSW (PL) rank = 140]
  17. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Forward rapidity J/ψ production as a function of charged-particle multiplicity in pp collisions at s√=5.02 and 13~TeV, No. 15 (2022), Journal of High Energy Physics, 23 July 2022, DOI: 10.1007/JHEP06(2022)015, [IF, MNiSW (PL) rank = 140]
  18. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurements of the groomed and ungroomed jet angularities in pp collisions at s√=5.02~TeV, No. 5 (2022), Journal of High Energy Physics, 23 July 2022, DOI: , [IF, MNiSW (PL) rank = 140]
  19. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Polarization of $\Lambda$ and $\bar{\Lambda}$ hyperons along the beam direction in Pb-Pb collisions at $\sqrt{s_{NN}}$=5.02 TeV, Physical Review Letters, Vol. 128, Issue 17, 172005, 29 April 2022, DOI: 10.1103/PhysRevLett.128.172005, [IF, MNiSW (PL) rank = 200]
  20. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Investigating charm production and fragmentation via azimuthal correlations of prompt D mesons with charged particles in pp collisions at s√=13 TeV., The European Physical Journal C, Vol 82, No 335, 2022, DOI: 10.1140/epjc/s10052-022-10267-3. [IF, MNiSW (PL) rank = 140]
  21. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Observation of a multiplicity dependence in the pT-differential charm baryon-to-meson ratios in proton–proton collisions at TeV, Elsevier, Physics Letters B, Vol. 829, 10 June 2022, DOI: 10.1016/j.physletb.2022.137065. [IF, MNiSW (PL) rank = 140]
  22. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Investigating the role of strangeness in baryon–antibaryon annihilation at the LHC, Elsevier, Physics Letters B, Vol. 829, 10 June 2022, DOI: 10.1016/j.physletb.2022.137060. [IF, MNiSW (PL) rank = 140]
  23. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Prompt and non-prompt J/ψ production cross sections at midrapidity in proton-proton collisions at s√ = 5.02 and 13 TeV, No. 190 (2022), Journal of High Energy Physics, 28 March 2022, DOI: 10.1007/JHEP03(2022)190, [IF, MNiSW (PL) rank = 140]
  24. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Production of light (anti)nuclei in pp collisions at s√ = 5.02 TeV, The European Physical Journal C, Vol 82, No 289, 2022, DOI: 10.1140/epjc/s10052-022-10241-z. [IF, MNiSW (PL) rank = 140]
  25. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of K⁎(892)± production in inelastic pp collisions at the LHC, Physics Letters B, 10 May 2022, DOI: 10.1016/j.physletb.2022.137013. [IF, MNiSW (PL) rank = 140]
  26. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the groomed jet radius and momentum splitting fraction in $pp$ and Pb-Pb collisions at $\sqrt{^{S}NN}$ = 5.02 TeV, Physical Review Letters, 10 February 2022, DOI: 10.1103/PhysRevLett.128.102001, [IF, MNiSW (PL) rank = 200]
  27. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Prompt $D^{0}$, $D^{+}$, and $D^{∗+}$ production in Pb–Pb collisions at $\sqrt{s_{NN}}$ = 5.02 TeV, No. 174 (2022), Journal of High Energy Physics, 28 January 2022, DOI: 10.1007/JHEP01(2022)174, [IF, MNiSW (PL) rank = 140]
  28. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Production of light (anti)nuclei in $pp$ collisions at $\sqrt{s}$ = 13 TeV, No. 106 (2022), Journal of High Energy Physics, 20 January 2022, DOI: 10.1007/JHEP01(2022)106, [IF, MNiSW (PL) rank = 140]
  29. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of prompt $D^{+}_{s}$-meson production and azimuthal anisotropy in Pb–Pb collisions at $\sqrt{s_{NN}}$ = 5.02 TeV, No. 827 (2022), Elsevier, Physics Letters B, 10 April 2022, DOI: 10.1016/j.physletb.2022.136986, [IF, MNiSW (PL) rank = 140]
  30. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of inclusive charged-particle b-jet production in $pp$ and p-Pb collisions at $\sqrt{s_{NN}}=5.02$~TeV, No. 178, Elsevier, Physics Letters B, 28 January 2022, DOI: 10.1007/JHEP01(2022)178. [IF, MNiSW (PL) rank = 140]
  31. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Charm\=quark fragmentation fractions and production cross section at midrapidity in $pp$ collisions at the LHC, Physical Review (D), 105, L011101, 4 January 2022, DOI: 10.1103/PhysRevD.105.L011101, [IF, MNiSW (PL) rank = 140]
  32. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of prompt $D^0$, $\Lambda^+_c$, and $\Sigma^{0,++}_c$ (2455) production in proton\=proton collisions at $\sqrt{s}=13 TeV$, Physical Review Letters, 2022, DOI: 10.1007/JHEP10(2021)159, [IF, MNiSW (PL) rank = 200]

2021

  1. J. A. Starzyk, M. Jaszuk, Ł. Maciura, A. Horzyk, Concurrent Associative Memories with Synaptic Delays, IEEE Transactions on Neural Networks and Learning Systems, DOI 10.1109/TNNLS.2020.3041048, Accepted and Preview Dec. 2020, published Aug. 2021, Vol. 32, Issue 8, pp. 3736 - 3747, Open Access, [IF, MNiSW (PL) rank = 200].
  2. M. Wójcik, A. Horzyk, D. Bulanda, Associative Graphs for Fine-Grained TextSentiment Analysis, Eds. Media Ayu, Kevin Wong, Achmad Nizar, Teddy Mantoro, Minho Lee, Jonathan H Chan, Lance Fung, In: Proc. of 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part II, Springer LNCS 13109, pp. 238–249, [MNiSW (PL) rank = 140] - video presentation.
  3. Eric Topol; translated by Anna Broniszewska; scientific editing of the Polish edition by Adrian HORZYK and Tomasz Stompór, Medycyna głęboka: jak sztuczna inteligencja może przywrócić opiece zdrowotnej ludzk± twarz [original title: Deep medicine: how artificial intelligence can make healthcare human again], Warszaw, ITEM Publishing, 2021, 440 s., ISBN: 978-83-66097-71-1.
  4. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the Cross Sections of Ξc0 and Ξc+ Baryons and of the Branching-Fraction Ratio BR(Ξc0Ξe+νe)/BR(Ξc0Ξπ+) in pp Collisions at s=13TeV, No. 127, Issue 27, 31.12.2021, Physical Review Letters, 06 May 2021, DOI: 10.1103/PhysRevLett.127.272001, [IF, MNiSW (PL) rank = 200]
  5. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Inclusive J/$\psi$ production at midrapidity in pp collisions at $\sqrt{s}$ = 13 TeV, The European Physical Journal C, volume 81, Article number: 1121 (2021), DOI: 10.1140/epjc/s10052-021-09873-4, 29 October 2021. [IF, MNiSW (PL) rank = 140]
  6. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Charged\=particle multiplicity fluctuations in Pb-Pb collisions at $\sqrt{^{S}NN}$ = 2.76 TeV, The European Physical Journal C, volume 81, Article number: 1012 (2021), DOI: https://doi.org/10.1140/epjc/s10052-021-09784-4, 29 October 2021. [IF, MNiSW (PL) rank = 140]
  7. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], $K_{S}$$^{0}$ - and (anti\=)$\Lambda$\=hadron correlations in pp collisions at $\sqrt {s}$ = 13 TeV, The European Physical Journal C, Vol 81, Article number: 945 (2021), DOI: doi.org/10.1140/epjc/s10052-021-09678-5, 25 October 2021. [IF, MNiSW (PL) rank = 140]
  8. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Kaon–proton strong interaction at low relative momentum via femtoscopy in Pb–Pb collisions at the LHC, Vol. 822, No. 136708, Elsevier, Physics Letters B, 10 November 2021. [IF, MNiSW (PL) rank = 140]
  9. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Measurement of the production cross section of prompt $\Xi^{0}_{c}$ baryons at midrapidity in pp collisions at $\sqrt{s}$ = 5.02 TeV, No. 159 (2021), Journal of High Energy Physics, 19 October 2021, DOI: 10.1007/JHEP10(2021)159, [IF, MNiSW (PL) rank = 140]
  10. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Anisotropic flow of identified hadrons in $Xe-Xe$ collisions at $\sqrt{s_{NN}}$ = 5.44 TeV, No. 152 (2021), Journal of High Energy Physics, 23 October 2021, DOI: 10.1007/JHEP10(2021)152, [IF, MNiSW (PL) rank = 140]
  11. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], Experimental evidence for an attractive $p-\phi$ interaction, No. 127 (2021), Physical Review Letters, 06 May 2021, DOI: 10.1103/PhysRevLett.127.172301, [IF, MNiSW (PL) rank = 200]
  12. S. Acharya, [et al.], B. Bali¶, [et al.], M. Gorgoń, [et al.], A. Horzyk, [et al.], M. Jabłoński, [et al.], J.P. Kitowski, [et al.], P.J. Konopka, [et al.], S.D. Koryciak, [et al.], P.G. Russek, [et al.], First measurements of \emph{N}\=subjettiness in central Pb-Pb collisions at $\sqrt{^{s}NN}$ = 2.76 TeV, Journal of High Energy Physics, 11 May 2021, DOI: , [IF, MNiSW (PL) rank = 140]
  13. Bhawani Singh, A. HORZYK, Extending the ALICE strong-interaction studies to nuclei: measurement of proton–deuteron correlations in pp collisions at sqrts == 13 TeV, PoS Proceedings of Science of EPS-HEP Conference, 2021

2020

  1. A. Horzyk, D. Bulanda, J. A. Starzyk, ASA-graphs for Efficient Data Representation and Processing, International Journal of Applied Mathematics and Computer Science (AMCS), Vol. 30, No. 4, 2020, pp. 717 - 731, DOI 10.34768/amcs-2020-0053, [IF = 1.417, MNiSW (PL) rank = 100].
  2. A. Horzyk and E. Ergün, YOLOv3 Precision Improvement by the Weighted Centers of Confidence Selection, 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom, 2020, IEEE, Xplore, pp. 1-8, doi: 10.1109/IJCNN48605.2020.9206848 - video presentation [MNiSW (PL) rank = 140]
  3. J. A. Starzyk, Ł. Maciura, A. Horzyk, Associative Memories with Synaptic Delays, IEEE Transactions on Neural Networks and Learning Systems, Vol. 31, Issue 1, Jan. 2020, pp. 331 - 344, DOI: 10.1109/TNNLS.2019.2921143 (TNNLS-2018-P-9188), [IF = 10.451, MNiSW (PL) rank = 200].
  4. D. Bulanda, J.A. Starzyk, and A. Horzyk, FlexPoints: Efficient Algorithm for Detection of ECG Characteristic Points, XIV International Conference on Artificial Intelligence for Healthcare, ISAIH 2020, Paris, France, Dec, 2020 (Best Presentation Award)

2019

  1. Basawaraj, J. A. Starzyk, A. Horzyk, Episodic Memory in Minicolumn Associative Knowledge Graphs, IEEE Transactions on Neural Networks and Learning Systems, Vol. 30, Issue 11, Nov. 2019, pp. 3505-3516, DOI: 10.1109/TNNLS.2019.2927106 (TNNLS-2018-P-9932). [IF = 8.793, MNiSW (PL) rank = 200].
  2. A. Horzyk, K. Gołdon, and J.A. Starzyk, Temporal Coding of Neural Stimuli, In: 28th International Conference on Artificial Neural Networks (ICANN 2019), Springer-Verlag, LNCS 11731, pp. 607-621, 2019, DOI: 10.1007/978-3-030-30493-5_56. [MNiSW (PL) rank = 70]
  3. A. Horzyk and J.A. Starzyk, Associative Data Model in Search for Nearest Neighbors and Similar Patterns, In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI 2019), IEEE Xplore, pp. 932-939, 2019, DOI: 10.1109/SSCI44817.2019.9002987. - presentation [MNiSW (PL) rank = 40]
  4. J.A. Starzyk, R. Niemiec, and A. Horzyk, Feature significance in wide neural networks, In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI 2019), IEEE Xplore, pp. 908-915, 2019. - presentation [MNiSW (PL) rank = 40]
  5. A. Horzyk, A. Czajkowska, Associative Pattern Matching and Inference Using Associative Graph Data Structures, In: Proc. of 18-th Int. Conf. ICAISC 2019, Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (Eds.), Artificial Intelligence and Soft Computing, Springer-Verlag, LNAI 10509, pp. 371-383, 2019, DOI 10.1007/978-3-030-20915-5_34 - poster. [MNiSW (PL) rank = 40]
  6. A. Horzyk, Associative Representation and Processing of Databases Using DASNG and AVB+trees for Efficient Data Access, In: Knowledge Discovery, Knowledge Engineering and Knowledge Management, Eds.: Ana Fred, David Aveiro, Jan Dietz, Kecheng Liu, Ana Carolina Salgado, Jorge Bernardino and Joaquim Filipe, ISBN: 978-3-030-15639-8, Springer Verlag, pp. 242-267, 2019, DOI 978-3-030-15640-4_13. [MNiSW (PL) rank = 40]

2018

  1. A. Horzyk and J.A. Starzyk, Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs, In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI 2018), IEEE Xplore, pp. 2068-2075, 2018, DOI: 10.1109/SSCI.2018.8628828. presentation
  2. P. Orzechowski, A. Horzyk, J.A. Starzyk, and Jason H. Moore, Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks, In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI 2018), IEEE Xplore, pp. 2060-2067, 2018. presentation
  3. A. Horzyk and K. Gołdon, Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor Classifiers, In: 27th International Conference on Artificial Neural Networks (ICANN 2018), Springer-Verlag, LNCS 11139, pp. 648-658, 2018. DOI: 10.1007/978-3-030-01418-6_64 - presentation
  4. A. Horzyk, Associative Graph Data Structures with an Efficient Access via AVB+trees, In: 2018 11th International Conference on Human System Interaction (HSI), IEEE Xplore, pp. 169 - 175, 2018, DOI: 10.1109/HSI.2018.8430973 - presentation
  5. A. Horzyk and J.A. Starzyk, Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks, In: 2018 IEEE World Congress on Computational Intelligence (WCCI 2018), 2018 International Joint Conference on Neural Networks (IJCNN 2018), IEEE Xplore, pp. 427-434, 2018, DOI: 10.1109/IJCNN.2018.8489176. - presentation
  6. M. Janowski, A. Horzyk, Supervised Neural Network Learning with an Environment Adapted Supervision Based on Motivation Learning Factors, In: Proc. of 17-th Int. Conf. ICAISC 2018, Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (Eds.), Artificial Intelligence and Soft Computing, Springer-Verlag, LNAI 10841, pp. 76-87, 2018.
  7. P. Papież, A. Horzyk, Motivated Reinforcement Learning Using Self-Developed Knowledge in Autonomous Cognitive Agent, In: Proc. of 17-th Int. Conf. ICAISC 2018, Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R., Zurada, J.M. (Eds.), Artificial Intelligence and Soft Computing, Springer-Verlag, LNAI 10841, pp. 170-182, 2018.
  8. M. Gadamer, A. Horzyk, Biologically Inspired Linguistic Habit Graph Networks Used For Text Correction, Proc. of 20-ty Conf. PCBBE 2017, In: Recent Developments and Achievements in Biocybernetics and Biomedical Engineering, Springer-Verlag, LNAI, pp. 304-314, 2018, DOI: 978-3-319-66905-2_27.

2017

  1. A. Horzyk, J. A. Starzyk, J. Graham, Integration of Semantic and Episodic Memories, IEEE Transactions on Neural Networks and Learning Systems, Vol. 28, Issue 12, Dec. 2017, pp. 3084 - 3095, DOI: 10.1109/TNNLS.2017.2728203, IF = 7.982.
  2. A. Horzyk, Neurons Can Sort Data Efficiently, In: Rutkowski L., Korytkowski M., Scherer R., Tadeusiewicz R., Zadeh L., Zurada J. (eds), Artificial Intelligence and Soft Computing, Proc. of ICAISC 2017, Springer-Verlag, LNCS, Vol. 10245, pp. 64-74, 2017, DOI: 10.1007/978-3-319-59063-9_6 - ICAISC BEST PAPER AWARD 2017 sponsored by Springer - poster.
  3. A. Horzyk, Deep Associative Semantic Neural Graphs for Knowledge Representation and Fast Data Exploration, Proc. of KEOD 2017, SCITEPRESS Digital Library, 2017, pp. 67-79. - presentation, DOI: 10.5220/0006504100670079
  4. A. Horzyk and J.A. Starzyk, Fast Neural Network Adaptation with Associative Pulsing Neurons, IEEE Xplore, In: 2017 IEEE Symposium Series on Computational Intelligence, pp. 339-346, 2017, DOI: 10.1109/SSCI.2017.8285369. - presentation, movie Iris-4, movie Iris-12
  5. Basawaraj, Janusz A. Starzyk and A. Horzyk, Lumped Mini-Column Associative Knowledge Graphs, IEEE Xplore, In: 2017 IEEE Symposium Series on Computational Intelligence, pp. 347-354, 2017, DOI: 10.1109/SSCI.2017.8285413. - presentation, movie

2016

  1. J. A. Starzyk, J. Graham, A. Horzyk, Trust in Motivated Learning Agents, IEEE Xplore, In: 2016 IEEE Symposium Series on Computational Intelligence, Greece, Athens: Institute of Electrical and Electronics Engineers, Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA, 2016, ISBN 978-1-5090-4239-5, pp. 1-8, DOI: 10.1109/SSCI.2016.7850027.
  2. A. Horzyk, J. A. Starzyk and Basawaraj, Emergent creativity in declarative memories, IEEE Xplore, In: 2016 IEEE Symposium Series on Computational Intelligence, Greece, Athens: Institute of Electrical and Electronics Engineers, Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA, 2016, ISBN 978-1-5090-4239-5, pp. 1-8, DOI: 10.1109/SSCI.2016.7850029.
  3. A. Horzyk, Human-Like Knowledge Engineering, Generalization and Creativity in Artificial Neural Associative Systems, Springer-Verlag, AISC 11156, ISSN 2194-5357, ISBN 978-3-319-19089-1, ISBN 978-3-319-19090-7 (eBook), DOI 10.1007/978-3-319-19090-7, Springer, Switzerland, 2016, pp. 39-51. DOI: 10.1007%2F978-3-319-19090-7_4

2015

  1. Horzyk, A., Contextual generalizing of robot control step sequences using associative neural graphs - invited talk in the BIT's International Congress WCR 2015 w Shenyang, China, and the 14-th China International Equipment Manufacturing Exposition, 2015-08-30 - 2015-09-02 - presentation
  2. Horzyk, A., Innovative types and abilities of neural networks based on associative mechanisms and a new associative model of neurons - the invited talk and paper at the International Conference ICAISC 2015, Springer-Verlag, LNAI 9119, 2015, pp. 26-38, DOI 10.1007/978-3-319-19324-3_3 - presentation

2014

  1. Tadeusiewicz, R., Horzyk, A., Man-Machine Interaction Improvement by Means of Automatic Human Personality Identification, (language: English), Springer-Verlag, LNCS 8838, 2014, pp. 278-289.
  2. Horzyk, A., How Does Generalization and Creativity Come into Being in Neural Associative Systems and How Does It Form Human-Like Knowledge? (language: English), Elsevier, Neurocomputing, Volume 144, 2014, pp. 238-257, DOI: 10.1016/j.neucom.2014.04.046, IF = 1.634

DSc DISSERTATION:

Horzyk, A., Artificial Associative Systems and Associative Artificial Intelligence, (language: Polish), Krakow 2014-06-12.

BEFORE DSc OF COMPUTER SCIENCE:


2013

  1. Horzyk, A., How Does Human-Like Knowledge Come into Being in Artificial Associative Systems, Proc. of the 8-th International Conference on Knowledge, Information and Creativity Support Systems, ISBN 978-83-912831-8-9, Krakow, Poland, 2013, pp. 189-200. - presentation
  2. Tadeusiewicz, R., Horzyk, A., Man-Machine Interaction Improvement by Means of Automatic Human Personality Identification (language: English), Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen (Eds.), Springer-Verlag, LNCS 8104, 2013, pp. 10. - keynote lecture
  3. Horzyk, A., Artificial Associative Systems and Associative Artificial Intelligence (language: Polish), Academic Publishing House EXIT, Warsaw, 2013, postdoctoral monograph, pp. 1-280.
  4. Tadeusiewicz, R., Rutkowski, L., Szaleniec M., Horzyk, A., Strzelecki M. (eds.): Supplement – Compendium of Neural Networks (language: Polish) in Biomedical Engineering. Basics and Applications. Neural Networks in Biomedical Engineering, Tadeusiewicz, R., Korbicz, J., Rutkowski, L., Duch, W. (eds.), Vol. 9, eds., EXIT, Warsaw, 2013, pp. 669-670, 673-676, 689-690, 721-724.
  5. Horzyk, A., Gadamer, M., Associative Text Representation and Correction, Springer-Verlag Berlin Heidelberg, LNAI 7894, 2013, pp. 76-87. - presentation.

2012

  1. Gadamer, M., Horzyk, A., Text analysis and correction using specialized linguistic habit graphs LHG, Image Processing and Communication, Vol. 17, No. 4, Bydgoszcz, 2012, pp. 245-250.
  2. Horzyk, A., Negotiations. Proven Strategies (language: Polish), guide in the series of Samo Sedno, ISBN 978-83-7788-168-2, Edgard, Warsaw, 2012 - check availability
  3. Horzyk, A., Information Freedom and Associative Artificial Intelligence, Springer-Verlag Berlin Heidelberg, LNAI 7267, ISBN 978-3-642-29346-7, 2012, pp. 81-89

2011

  1. Horzyk, A., Dudek-Dyduch, E., Efficiency of artificial intelligence models due to data association and availability, PAR, 2011, pp. 158-164
  2. Horzyk, A., Awaiting for artificial intelligence (language: Polish), Software Developer's Journal, 2011, Vol. 4, pp. 12-17.

2009

  1. Horzyk, A., Self-Optimizing Neural Network 3, L. Franco, D. Elizondo, J.M. Jerez (eds.), Constructive Neural Networks, Springer, Series: Studies in Computational Intelligence, ISBN 978-3-642-04511-0, Vol. 258, 2009, pp. 83-101 - the computer application comparing SONN-3 to other methods.
  2. Horzyk, A., Tadeusiewicz R.: Features of user personality in artificial intelligence systems (language: Polish), Knowledge Engineering and Expert Systems, Adam Grzech et al. (eds.), Warsaw, Academic Publishing House EXIT, 2009, pp. 3-18 - presentation.
  3. Horzyk, A., Magierski S., Miklaszewski G., An Intelligent Internet Shop-Assistant Recognizing a Customer Personality for Improving Man-Machine Interactions (language: English), Kłopotek M.A. at all (eds.), Proc. of IIS 2009, Academic Publishing House EXIT, ISBN 978-83-60434-59-8, 2009, pp. 13-26 - presentation.
  4. Dudek-Dyduch, E., Tadeusiewicz, R., Horzyk, A., Neural Network Adaptation Process Effectiveness Dependent of Constant Training Data Availability, Elsevier, Neurocomputing, Vol. 72, 2009, pp. 3138-3149, IF = 1.440
  5. Horzyk, A., Tadeusiewicz, R., A Psycholinguistic Model of Man-Machine Interactions Based on Needs of Human Personality (language: English), Man-Machine Interactions, K.A. Cyran (eds.), Proc. of ICMMI 2009, Springer, Advances in Intelligent and Soft Computing 59, 2009, pp. 55-67 - presentation.
  6. Horzyk, A., Automatic Discriminative Lossy Binary Conversion of Redundant Real Training Data Inputs for Simplifying Input Data Space and Data Representation (language: English), M. Kolehmainen et al. (eds.), Proc. of ICANNGA 2009, Springer-Verlag, LNCS 5495, 2009, pp. 1-10.
  7. Gadamer, M. Horzyk, A., Automatic contextual text correction using the linguistic habits graph LHGG (language: Polish), Computer Science AGH, Vol. 10, Krakow, 2010, pp. 39-57

2008

  1. Horzyk, A., Self Optimizing Neural Networks SONN-3 for Classification Tasks (language: English), E. Corchado, A. Abraham, W. Pedrycz (eds.), Proc. of HAIS 2008, LNAI 5271, Springer-Verlag, Berlin Heidelberg 2008, pp. 229-236.
  2. Horzyk, A., Introduction to Constructive and Optimization Aspects of SONN-3 (language: English), V. Kurkova, R. Neruda, J. Koutnik (eds.), Proc. of ICANN 2008, LNCS 5164, Springer-Verlag, Berlin Heidelberg 2008, pp. 763-772.
  3. Dudek-Dyduch, E., Horzyk, A., The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process L. Rutkowski, R. Tadeusiewicz, L.A.Zadeh, J.M.Żurada (eds.), Proc. of ICAISC 2008, LNAI 5097, Springer-Verlag, Berlin Heidelberg 2008, pp. 28-39.

2006

  1. Horzyk, A., Innovative Prediction Technology for Automatic Speech Recognition Academic Publishing House EXIT, Warsaw 2005, pp. 251-258.

2005

  1. Horzyk, A., A New Extension of Self-Optimizing Neural Networks for Topology Optimization W. Duch et al. (eds.), ICANN 2005, LNCS 3696, Springer-Verlag Berlin Heidelberg, 2005, pp. 415-420, IF = 0.402.
  2. Horzyk, A., Unsupervised Clustering using Self-Optimizing Neural Networks H. Kwa¶nicka, M. Paprzycki (eds.), IEEE Computer Society Press, Washington-Brussels-Tokyo, 2005, pp. 118-123.
  3. Horzyk, A., Dudek-Dyduch E., Effectiveness of Artificial Neural Networks Adaptation According to Time Period of Training Data Acquisition H. Kwa¶nicka, M. Paprzycki (Eds.), IEEE Computer Society Press, Washington-Brussels-Tokyo, 2005, pp. 130-135.
  4. Horzyk, A., Self-Optimizing Neural Network Similarities to Biological Neural Networks (language: Polish), Irena Roterman-Konieczna (eds.), Proc of Polish Conf. of Biological Cybernetic System Modelling, ISBN 83-7188-834-1, Krakow, 2005, pp. 67.
  5. Horzyk, A., Tadeusiewicz R., Comparison of Plasticity of Self-Optimizing Neural Networks and Natural Neural Networks Mira, J. and Alvarez J.R. (eds.), LNCS 3561, Springer-Verlag Berlin Heidelberg, 2005, pp. 156-165, IF = 0.402
  6. Horzyk, A., Interval Basis Neural Networks, Adaptive and Natural Computing Algorithms Ribeiro, B., Albrecht, R.F., Dobnikar, A., Pearson, D.W., Steele, N.C. (eds), Springer Wien New York, 2005, pp. 50-53.
  7. Horzyk, A., Interval Basis Neural Networks as a New Classification Tool Proc. of Int. Conf. Artificial Intelligence and Applications, ACTA Press, Anaheim Calgary Zurich, 2005, pp. 871-876.

2004

  1. Horzyk, A., Automatic reduction of input data dimension for classification problems (language: Polish), Automatics AGH, Krakow, 2004, Vol. 8, No. 3, pp. 487-496.
  2. Horzyk, A., Samo-Optymalizuj±ce Sieci Neuronowe jako nowe narzędzie obliczeniowe w biomedycynie (language: Polish), Proc. of Artificial Intelligence in Biomedical Engineering, preTEXt, ISBN 83-919051-5-2, Zabierzow, 2004.
  3. Mendyk A., Horzyk, A., Jachowicz R., Polak S., Similarities of self-optimizing neural networks to biological neural networks (language: Polish), Proc. of Artificial Intelligence in Biomedical Engineering, preTEXt, ISBN 83-919051-5-2, Zabierzow, 2004.
  4. Polak S., Horzyk, A., Mendyk A., Skowron A., Brandys J., Perspective of self-optimizing neural networks use in pharmacy – modeling of survival time for III-B and IV-th stage of non-small cell lung cancer patients (language: Polish), Proc. of Artificial Intelligence in Biomedical Engineering, preTEXt, ISBN 83-919051-5-2, Zabierzow, 2004.
  5. Horzyk, A., Tadeusiewicz R., Self-Optimizing Neural Networks, Advances in Neural Networks ISNN 2004, Proc. Of International Symposium on Neural Networks, Dalian, China, Springer-Verlag, Berlin Heidelberg, 2004, pp. 150-155, IF = 0.513.

2003

  1. Horzyk, A., Introduction to Self-Optimizing Neural Networks for Classification Tasks Proc. of Int. Conf. Advanced Computer Systems, INFORMA, Szczecin 2003, pp. 127-136.
  2. Horzyk, A., Efficient classification using a new kind of ontogenic neural networks. Information Biulletin of Computer Science and Computer Methods Section in Ministry of Science and Computer Science (language: Polish), No. 19, Gliwice, 2003, pp. 50-51.
  3. Horzyk, A., Fast Analytic Optimization of Multilayer Neural Networks Architecture for Classification Tasks Knowledge Engineering and Experts Systems, Bubnicki Z., Grzech A. (red.), Oficyna Wydawnicza Politechniki Wrocławskiej, Wroclaw, 2003, pp. 466-473.
  4. Dudek-Dyduch E., Horzyk, A., Analytical Synthesis of Neural Networks for Selected Classes of Problems Knowledge Engineering and Experts Systems, Bubnicki Z., Grzech A. (eds.), Oficyna Wydawnicza Politechniki Wrocławskiej, Wroclaw, 2003, pp. 194-206.
  5. Horzyk, A., New Ontogenic Neural Network Classificator Based on Probabilistic Reasoning, Advances in Soft Computing Neural Networks and Soft Computing, Rutkowski L., Kacprzyk J. (eds.), Heidelberg, Physica Verlag, Springer-Verlag Company, 2003, 188-193.

2002

  1. Horzyk, A., ‘New Efficient Ontogenic Neural Networks for Classification Tasks Advanced Computer Systems, Sołdek J., Drobiazgiewicz L. (eds.), Szczecin, INFORMA, 2002, 295-302.

DOCTORAL DISSERTATION:

Horzyk, A., New methods of training neural networks without feedback (language: Polish), Doctoral's thesis', Krakow 2001-10-26.

BEFORE DOCTORATE:


2001

  1. Horzyk, A., New Method of Guided Compromises for Learning Artificial Neural Networks Proeedings of the IASTED International Conference on Artificial Intelligence and ApplicationsIASTED, Anaheim - Calgary – Zurich, ACTA Press, 2001, pp. 93-98
  2. Horzyk, A., Fast Automatic Configuration of Artificial Neural Networks Used for Binary Patterns Recognition Biocybernetics and Biomedical Engineering, Vol. 21, No. 1, PWN, Warsaw, 2001.

1999

  1. Horzyk, A., A Neural Network Used for the Color Conversion from RGB to CMY Scientific Papers of Jagiellonian University, Computer Science Works, Krakow, 1999, no. 9, pp. 59-73.

1998

  1. Horzyk, A., A Hybrid Neural Network Used for the Color Conversion from RGB to CMY and a New Method for Choosing a Learning Set Image Processing & Communications, International Journal, 1998, vol. 4, no. 1-2, pp. 37-45.