Krzysztof Halawa

Orcid: 0000-0001-6508-0468

According to our database1, Krzysztof Halawa authored at least 11 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Segmentation and Classification Techniques for Pap Smear Images in Detecting Cervical Cancer: A Systematic Review.
IEEE Access, 2024

Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques.
Proceedings of the Computational Science - ICCS 2024, 2024

2023
Detection of Objects Dangerous for the Operation of Mining Machines.
Proceedings of the Computational Science - ICCS 2023, 2023

2016
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks.
Proceedings of the Dependability Engineering and Complex Systems, 2016

2014
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2012
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
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., 2011

2009
Training Fourier Series Neural Networks to Map Closed Curves.
Proceedings of the IJCCI 2009, 2009

2008
Determining the Weights of A Fourier Series Neural Network on the Basis of the Multidimensional Discrete Fourier Transform.
Int. J. Appl. Math. Comput. Sci., 2008

Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform.
Proceedings of the Artificial Intelligence and Soft Computing, 2008


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