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ORCIDKrzysztof Halawa
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Journal Articles
- 2024
[j4]Betelhem Zewdu Wubineh
, Andrzej Rusiecki, Krzysztof Halawa:
Segmentation and Classification Techniques for Pap Smear Images in Detecting Cervical Cancer: A Systematic Review. IEEE Access 12: 118195-118213 (2024)- [j3]Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa:
Classification of cervical cells from the Pap smear image using the RES_DCGAN data augmentation and ResNet50V2 with self-attention architecture. Neural Comput. Appl. 36(34): 21801-21815 (2024) - 2011
- [j2]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): 293-303 (2011) - 2008
- [j1]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): 369-375 (2008)
Conference and Workshop Papers
- 2024
- [c8]Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa:
Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques. ICCS (4) 2024: 270-278 - 2023
- [c7]Jakub Szymkowiak, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek:
Detection of Objects Dangerous for the Operation of Mining Machines. ICCS (4) 2023: 128-139 - 2016
- [c6]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: 85-95 - [c5]Krzysztof Halawa:
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves. ICAISC (1) 2016: 104-113 - 2014
- [c4]Krzysztof Halawa:
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability. ICAISC (1) 2014: 47-58 - 2012
- [c3]Krzysztof Halawa:
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron. ICAISC (1) 2012: 72-80 - 2009
- [c2]Krzysztof Halawa:
Training Fourier Series Neural Networks to Map Closed Curves. IJCCI 2009: 526-530 - 2008
- [c1]Krzysztof Halawa:
Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform. ICAISC 2008: 62-70
Coauthor Index
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