László Szilágyi

Professor
Electrical Engineering
Sapientia University of Cluj Napoca
E-mail: lalo@ms.sapientia.ro

Fields of interest

Image processing

Pattern recognition

Bioinformatics

Parallel algorithms

Hand hygiene

Recent publications

Szilágyi L, Szilágyi SM,
Generalized suppression rules for the suppressed fuzzy c-means algorithm,
Neurocomputing 139:298–309 (2014)

Szilágyi SM, Szilágyi L,
A fast hierarchical clustering algorithm for large-scale protein sequence data sets,
Computers in Biology and Medicine 48:94–101 (2014)

Szilágyi L,
Lessons to learn from a mistaken optimization,
Pattern Recognition Letters, 36(1):29–35 (2014)

Szilágyi L,
Robust spherical shell clustering using fuzzy-possibilistic product partition,
International Journal of Intelligent Systems, 28(6):524-539 (2013)

Szilágyi L, Szilágyi SM, Benyó B,
Efficient inhomogeneity compensation using fuzzy c-means clustering models
Computer Methods and Programs in Biomedicine, 108(1):80-89 (2012)

Szilágyi L, Szilágyi SM, Benyó B, Benyó Z,
Intensity inhomogeneity compensation and segmentation of MR brain images using hybrid c-means clustering models,
Biomedical Signal Processing and Control, 6(1):3-12 (2011)

Szilágyi L, Medvés L, Szilágyi SM,
A modified Markov clustering approach to unsupervised classification of protein sequences,
Neurocomputing, 73(13-15):2332-2345 (2010)

Szilágyi L, Szilágyi SM, Benyó Z,
Analytical and numerical evaluation of the suppressed fuzzy c-means algorithm: a study on the competition in c-means clustering models,
Soft Computing, 14(5):495-505, (2010)

Szilágyi L, Benyó Z,
Development of a virtual reality guided diagnostic tool based on magnetic resonance imaging,
Acta Physiologica Hungarica 97(3):267-280 (2010)

Szilágyi SM, Szilágyi L, Iclănzan D, Dávid L, Frigy A, Benyó Z,
Intensity inhomogeneity correction and segmentation of magnetic resonance images using a multi-stage fuzzy clustering approach,
Neural Network World 19:513-528 (2009)

Szilágyi L, Haidegger T, Lehotsky Á, Nagy M, Csonka EA, Sun XY, Ooi KL, Fisher D,
A large-scale assessment of hand hygiene quality and the effectiveness of the “WHO 6-steps”,
BMC Infectious Diseases, 13(249):1-10 (2013)

Haidegger T, Nagy M, Lehotsky Á, Szilágyi L,
Digital imaging for the education of proper surgical hand disinfection,
In: Fichtinger G, Martel AL, Peters TM (Eds.): Medical Image Computing and Computer-Assisted Intervention, Springer International Publishing Switzerland, Lecture Notes in Computer Science vol. 6893, pp. 619-626 (2011)

Szilágyi L,
Fuzzy-Possibilistic Fuzzy Partition: a novel robust approach to c-means clustering,
In: Torra V, Narukawa Y, Yin JP, Long J (Eds.): Modeling Decisions in Artificial Intelligence, Springer International Publishing Switzerland, Lecture Notes in Computer Science vol. 6820, pp. 150-161 (2011)