Krzysztof Halawa

16 papers C 1Misc 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Novel Deep Network Architecture for Multicell Segmentation of Pap Smear Images.
CENTERIS/ProjMAN/HCist
Betelhem Zewdu Wubineh, Krzysztof Halawa, Andrzej Rusiecki
2025 J jnl
SE-DeepLabV3+: Cervical Cell Segmentation and Classification Using a Novel SE-Based DeepLabV3+ and Ensemble Method.
IEEE Access
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2025 — conf
ViT-SE_Res: A Hybrid Vision Transformer and ResNet50V2 with Squeeze-And-Excitation Block for Cervical Cell Classification.
ICCS (Workshops 2)
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024 — conf
Cervical Cell Segmentation and Classification Using U-Net and Hybrid VGG19-AlexNet Architecture.
ICT4DA
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024 J jnl
Classification of cervical cells from the Pap smear image using the RES_DCGAN data augmentation and ResNet50V2 with self-attention architecture.
Neural Comput. Appl.
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024 J jnl
Segmentation and Classification Techniques for Pap Smear Images in Detecting Cervical Cancer: A Systematic Review.
IEEE Access
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024 — conf
Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques.
ICCS (4)
Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2023 — conf
Detection of Objects Dangerous for the Operation of Mining Machines.
ICCS (4)
Jakub Szymkowiak, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek
2016 — conf
Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks.
DepCoS-RELCOMEX
Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki
2016 — conf
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves.
ICAISC (1)
Krzysztof Halawa
2014 — conf
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability.
ICAISC (1)
Krzysztof Halawa
2012 — conf
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron.
ICAISC (1)
Krzysztof Halawa
2011 J jnl
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.
Krzysztof Halawa
2009 C conf
Training Fourier Series Neural Networks to Map Closed Curves.
IJCCI
Krzysztof Halawa
2008 J jnl
Determining the Weights of A Fourier Series Neural Network on the Basis of the Multidimensional Discrete Fourier Transform.
Int. J. Appl. Math. Comput. Sci.
Krzysztof Halawa
2008 Misc conf
Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform.
ICAISC
Krzysztof Halawa