Application of the state space neural network to the fault tolerant control system of the PLC-controlled laboratory stand, 2014, Andrzej Czajkowski , Krzysztof Patan , Mirosław Szymański , Engineering Applications of Artificial Intelligence, Vol. 30, 168--178, ISSN: 0952-1976, bibliogr. rys. tab. wykr. summ.
Słowa kluczowe: fault detection and accommodation, fault tolerant control, stability, state space neural network
Kod: CZR-JCR BibTeX (pkt. 35) DOI: 10.1016/j.engappai.2014.01.017

Cytological image analysis with firefly nuclei detection and hybrid one-class classification decomposition, 2013, Bartosz Krawczyk , Paweł Filipczuk , Engineering Applications of Artificial Intelligence, Vol. 31, 126--135, ISSN: 0952-1976, bibliogr. rys. tab. wykr. summ.
Słowa kluczowe: classifier ensemble, ensemble pruning, firefly algorithm, image analysis, multi-class decomposition, one-class classification
Kod: CZR-JCR BibTeX (pkt. 35) DOI: 10.1016/j.engappai.2013.09.017

Confidence estimation of the multi-layer perceptron and its application in fault detection systems, 2008, Marcin Mrugalski , Marcin Witczak , Józef Korbicz , Engineering Applications of Artificial Intelligence, Vol. 21, iss. 8, 895--906, ISSN: 0952-1976, bibliogr. rys. summ.
Słowa kluczowe: bounded-error modelling, model uncertainty, neural networks, non-linear systems, robust fault diagnosis, system identification
Kod: CZR-JCR BibTeX (pkt. [?]) DOI: 10.1016/j.engappai.2007.09.008

Fault detection in catalytic cracking converter by means of probability density approximation, 2007, Krzysztof Patan , Józef Korbicz , Engineering Applications of Artificial Intelligence, Vol. 20, no 7, 912--923, ISSN: 0952-1976, bibliogr. rys. tab. wykr. summ.
Słowa kluczowe: decision making, density shaping, fault diagnosis, identification, neural network
Kod: CZR-JCR BibTeX (pkt. 20)

Neuro-fuzzy networks and their application to fault detection of dynamical systems, 2007, Józef Korbicz , Marek Kowal , Engineering Applications of Artificial Intelligence, Vol. 20, no 5, 609--617, ISSN: 0952-1976, bibliogr. rys. tab. wykr. summ.
Słowa kluczowe: bounded noise, fault detection, neuro-fuzzy modelling, robustness, uncertainty
Kod: CZR-JCR BibTeX (pkt. [?])

A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test, 2007, Vicenç Puig , Marcin Witczak , Fatiha Nejjari , Joseba Quevedo , Józef Korbicz , Engineering Applications of Artificial Intelligence, Vol. 20, no 7, 886--897, ISSN: 0952-1976, bibliogr. rys. wykr. summ.
Słowa kluczowe: adaptive threshold, faullt detection, fault diagnosis, neural network, robustness
Kod: CZR-JCR BibTeX (pkt. [?])

A novel genetic programming approach to nonlinear system modelling : application to the DAMADICS benchmark problem, 2004, Mihai Florin Metenidis , Marcin Witczak , Józef Korbicz , Engineering Applications of Artificial Intelligence, Vol. 17, 363--370, ISSN: 0952-1976, bibliogr. rys. wykr. summ.
Słowa kluczowe: genetic algorithms, genetic programming, parameter estimation, system modelling
Kod: CZR-JCR BibTeX (pkt. 20)

On case-based control of dynamic industrial processes with the use of fuzzy representation, 2004, Wojciech Moczulski , Robert Szulim , Engineering Applications of Artificial Intelligence, Vol. 17, 371--381, ISSN: 0952-1976, bibliogr. rys. tab. wykr. summ.
Słowa kluczowe: case-based reasoning, evolutionary tuning, fuzzy representation, fuzzy similarity measure, industrial processe, open-loop control
Kod: CZR-JCR BibTeX (pkt. [?])