Employee

Artur Wiliński


dr

Artur Wiliński

Faculty of Applied Informatics and Mathematics

Department of Applied Informatics

+48 22 59 373 08



WWW: kzi.wzim.sggw.pl



Research topics:



1. Methods for vector features reducing applied in computer

vision.

2. Elliptical adjustment problems in computer vision.

3. Extraction of vector features from Big Data collections.

4. Density classification methods.

Publications

  1. List of Publications:

  2. 20. A.Wiliński, Extraction of essential features by quantum density, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments / ed. by Ryszard S. Romaniuk. - Bellingham, 2016.

  3. 19. A.Wiliński, D.Strzęciwilk, P.Hoser, Pattern recognition by dataset partition on the basis of gene expression microarray, Computing in science and technology : monographs in applied informatics, S. 238-248, Warsaw, 2016.

  4. 18. D.Strzęciwilk, P.Hoser, A.Wiliński, A.Ciarkowski, Analysis and study on the quality of transmission in VPNs with 3DES-128 bit and AES-256 bit encryption, Computing in science and technology : monographs in applied informatics, S. 226-237, Warsaw, 2016

  5. 17. P.Hoser, A.Wiliński, A.Ciarkowski, D.Strzęciwilk, Testing the trajectory and dynamics of birds flights on the basis of digital movies, Computing in science and technology : monographs in applied informatics, S. 99-109, Warsaw, 2016.

  6. 16. A. Ciarkowski, D. Strzęciwilk, P. Hoser, A. Wiliński, Capacity of a binary symmetric channel with distortion and erasure, Computing in science and technology : monographs in applied informatics, S. 43-51, Warsaw, 2016.

  7. 15. R. Nafkha, A.Wiliński, The critical path method in estimating project duration, Information Systems in Management, Vol. 5, nr 1, s. 78-87, 2016.

  8. 14. A.Wiliński, Ellipse fitting as a method of adaptation to the difficult surfaces and cumbersome data sets, Computing in Science and Technology,2015.

  9. 13. A.Wiliński, Hybrid System for the Pattern Recognition on the Basis of GE Arrays, Machine Graphics and Vision, 2014.

  10. 12. A.Wiliński, System of Filters for the Recognition of Relevant Sets of the Important Features Extracted with GEM Big Data, Machine Graphics and Vision, 2013.

  11. 11. A.Wiliński, S. Osowski, Ensemble of data mining methods for gene ranking, Bulletin of the Polish Academy of Sciences, Technical Sciences 2012, Vol. 60, nr 3, s.461-470.

  12. 10. A.Wiliński, Data mining methods on large scale of data sets for find specific features in microarray gene expression, Informatyczne Aspekty Analizy Danych, Wydawnictwo SGGW, 2010, pp.66-79.

  13. 9. A.Wiliński, Data Mining methods in gene selection and classification of microarray data for cancer recognition, Szczecin, 2009.

  14. 8. A.Wiliński, S. Osowski, Hierarchical approach to the optimal gene selection for cancer recognition on the basis of microarray gene expression data, Przegląd Elektrotechniczny, R 85, nr 4, pp. 50-52, 2009.

  15. 7. A.Wiliński, S. Osowski, K. Siwek, Gene selection for cancer classification through ensemble of methods, Lecture Notes in Computer Sciences, LNCS-5495: 507-515, 2009.

  16. 6. A.Wiliński, Wybrane metody eksploracji cech diagnostycznych w analizie aktywności ekspresji genów, Przegląd Elektrotechniczny, R 85, nr 2, pp. 159-164, 2009.

  17. 5. A.Wiliński, S. Osowski, Gene selection for cancer classification, COMPEL–The international journal for computation and mathematics in electrical and electronic engineering, Vol. 2008, nr 1, pp. 231-241, 2009.

  18. 4. A.Wiliński, Wybrane metody eksploracji cech diagnostycznych w analizie aktywności ekspresji genów, Warszawa, PW, 2007- praca doktorska.

  19. 3. A.Wiliński, S. Osowski, Comparison of data mining techniques for gene selection, VII International Workshop “Computational Problems of Electrical Engineering”, Odessa, Ukrain 2006, [Odessa] pp. 10-13, 2006.

  20. 2. A.Wiliński, Extraction of the cancer information from microarray of gene expression using support vector machines, XVII IEEE Symposium on Photonics, Electronics and Web Engineering, Wilga 2005, Proc. SPIE, 2006, vol. 6159.

  21. 1. A. Chwaleba, A. Wiliński, Research works conduced in the Institute of Electronic Fundamentals of Military University of Technology, IEEE Conference Modern Problems of Radio Engineering, Telecommunications and Computer Sciences, 2002. IEEE Proceedings o