Email: maciej.huk@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Department of Applied Informatics

pl. Grunwaldzki 9, 50-377 Wrocław
building D-2, room 302 B
phone +48 71 320 3643

Research fields

• contextual systems; artificial neural networks; selective attention; evolutionary algorithms; ensembles of classifiers; machine learning; artificial intelligence; data mining; intelligent sensors; Internet of Things; embedded systems; computer psychology; robotics.

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Recent papers

2018

• Huk, M. (2018) Weights Ordering During Training of Contextual Neural Networks with Generalized Error Backpropagation: Importance and Selection of Sorting Algorithms. In: Nguyen N., Hoang D., Hong TP., Pham H., Trawiński B. (eds) Intelligent Information and Database Systems. ACIIDS 2018. Lecture Notes in Computer Science, Vol. 10752. Springer, Cham, pp. 200-211

2017

• Huk, M. (2017) Context injection as a tool for measuring context usage in Machine Learning, In: Nguyen N., Tojo S., Nguyen L., Trawiński B. (eds) Intelligent Information and Database Systems. ACIIDS 2017. Lecture Notes in Computer Science, Vol. 10191. Springer, Cham

2012

• Huk, M. (2012) Backpropagation generalized delta rule for the selective attention Sigma-if artificial neural network, International Journal of Applied Mathematics and Computer Science, Vol. 22, No. 2, pp. 449-459

2011

• Huk, M. Szczepanik M (2011) Multiple classifier error probability for multi-class problems, Eksploatacja i Niezawodność - Maintenance and Reliability, Vol 51, No 3, pp. 12-20

2009

• Huk, M. (2009) Learning distributed selective attention strategies with the Sigma-if neural network, in M. Akbar and D. Hussain (Eds.), Advances in Computer Science and IT, InTech, Vukovar, pp. 209-232
  
  

Papers in DONA database