ISSI Institute of Control & Computation Engineering

STAFF

Prof. Józef Korbicz, Ph.D., D.Sc., corresp. member of the Polish Academy of Sciences

Phone : +48 68 328 2422
E-mail : J.Korbicz@issi.uz.zgora.pl
Room: 428
Website : http://staff.uz.zgora.pl/jkorbicz/

SCIENTIFIC PROFILE


RESEARCH

  • Soft computing: methods and techniques: artifical neural networks (optimization of multilayer networks, GMDH (Group Methods of Data Handling) networks and their extensions, networks with the dynamic model of neurons), fuzzy and neuro-fuzzy systems (structure and parameter optimization), bounded-error analysis, expert systems;
  • Fault diagnosis: analytical methods (model-based approach, robust observers, unknown input observers); soft computing techniques (neural and neuro-fuzzy models, classifiers, optimization of diagnostic systems, expert systems);
  • Modelling and simulation: distributed parameter systems (modelling, state and parameter estimation, sensors and actuators location), application (sugar and power plants, air pollution processes)

LECTURES

  • Soft computing
  • Artificial neural networks
  • Numerical methods
  • Seminars

RECENT PUBLICATIONS

  • A bounded-error approach to simultaneous state and actuator fault estimation for a class of nonlinear systems.
    Buciakowski M., Witczak M., Puig V., Rotondo D., Nejjari F., Korbicz J., Journal of Process Control , 2017, Vol. 52, pp. 14--25
  • Towards robust neural-network-based sensor and actuator fault diagnosis. Application to a tunnel furnace
    Witczak M., Mrugalski M., Korbicz J., Neural Processing Letters. - 2015, Vol. 42, No. 1, pp. 71--87
  • A robust predictive actuator fault-tolerant control scheme for Takagi-Sugeno fuzzy systems.
    Witczak P., Witczak M., Korbicz J. , Aubrun Ch., Bulletin of the Polish Academy of Sciences : Technical Sciences .- 2015, Vol. 63, No. 4, pp. 977-987
  • Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images.
    Kowal M., Filipczuk P., Obuchowicz A., Korbicz J., Monczak R., Computer in Biology and Medicine. - 2013, Vol.43, pp.1563-1572.
  • Intelligent Systems in Technical and Medical Diagnostics.
    Korbicz J., Kowal M. (Eds.) Berlin, Heidelberg: Springer-Verlag, Advances in Intelligent Systems and Coputing , Vol. 230, 2014. - 536 p.
  • Sieci neuronowe w inżynierii biomedycznej.
    Tadeusiewicz R., Korbicz J., Rutkowski L., Duch W. (Red.), Akademicka Oficyna Wydawnicza EXIT, Inżynieria biomedyczna. Podstawy i zastosowania, tom 9, 2013. - 745 s.

OTHERS