Krzysztof Halawa

According to our database, Krzysztof Halawa authored at least 9 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Detection of Objects Dangerous for the Operation of Mining Machines.

Jakub Szymkowiak, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek

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.

Krzysztof Halawa

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.

Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki

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.

Krzysztof Halawa

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2012

Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron.

Krzysztof Halawa

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.

Krzysztof Halawa

Neural Process. Lett., 2011

2009

Training Fourier Series Neural Networks to Map Closed Curves.

Krzysztof Halawa

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.

Krzysztof Halawa

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.

Krzysztof Halawa

Proceedings of the Artificial Intelligence and Soft Computing, 2008