Krzysztof Halawa

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 4

Top Topics

Partial Occlusion

Multilayer Perceptron

Top Venues

DepCoS-RELCOMEX

Publications

Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques. ICCS (4) (2024)
Jakub Szymkowiak, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek
Detection of Objects Dangerous for the Operation of Mining Machines. ICCS (4) (2023)
Krzysztof Halawa
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves. ICAISC (1) (2016)
Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki
Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks. DepCoS-RELCOMEX (2016)
Krzysztof Halawa
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability. ICAISC (1) (2014)
Krzysztof Halawa
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron. ICAISC (1) (2012)
Krzysztof Halawa
A method to improve the performance of multilayer perceptron by utilizing various activation functions in the last hidden layer and the least squares method. Neural Process. Lett. 34 (3) (2011)
Krzysztof Halawa
Training Fourier Series Neural Networks to Map Closed Curves. IJCCI (2009)
Krzysztof Halawa
Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform. ICAISC (2008)
Krzysztof Halawa
Determining the Weights of A Fourier Series Neural Network on the Basis of the Multidimensional Discrete Fourier Transform. Int. J. Appl. Math. Comput. Sci. 18 (3) (2008)