Andrzej Rusiecki

According to our database, Andrzej Rusiecki authored at least 23 papers between 2007 and 2024.

Collaborative distances:

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

2024

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

Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa

IEEE Access, 2024

Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques.

Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Simple CNN as an alternative for large pretrained models for medical image classification - MedMNIST case study.

Maciej Wilhelmi, Andrzej Rusiecki

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2022

End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning.

Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Malgorzata Burzynska, Andrzej Rusiecki, Magdalena Kasprowicz

IEEE J. Biomed. Health Informatics, 2022

2021

Swapping Face Images with Generative Neural Networks for Deepfake Technology - Experimental Study.

Michal Zendran, Andrzej Rusiecki

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Batch Normalization and Dropout Regularization in Training Deep Neural Networks with Label Noise.

Andrzej Rusiecki

Proceedings of the Intelligent Systems Design and Applications, 2021

Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients.

Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019

Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise.

Andrzej Rusiecki

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Deep Neural Network for Whole Slide Vein Segmentation.

Bartosz Miselis, Michal Kulus, Tomasz Jurek, Andrzej Rusiecki, Lukasz Jelen

Proceedings of the Computer Information Systems and Industrial Management, 2018

2016

Reducing noise impact on MLP training - Techniques and algorithms to provide noise-robustness in MLP network training.

Miroslaw Kordos, Andrzej Rusiecki

Soft Comput., 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

2015

Noise reduction in regression tasks with distance, instance, attribute and density weighting.

Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Weight Update Sequence in MLP Networks.

Miroslaw Kordos, Andrzej Rusiecki, Tomasz Kaminski, Krzysztof Gren

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Training Neural Networks on Noisy Data.

Andrzej Rusiecki, Miroslaw Kordos, Tomasz Kaminski, Krzysztof Gren

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Robust learning algorithm based on LTA estimator.

Andrzej Rusiecki

Neurocomputing, 2013

Improving MLP Neural Network Performance by Noise Reduction.

Miroslaw Kordos, Andrzej Rusiecki

Proceedings of the Theory and Practice of Natural Computing, 2013

Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function.

Andrzej Rusiecki

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Robust Learning Algorithm Based on Iterative Least Median of Squares.

Andrzej Rusiecki

Neural Process. Lett., 2012

Robust Neural Network for Novelty Detection on Data Streams.

Andrzej Rusiecki

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010

Fast Robust Learning Algorithm Dedicated to LMLS Criterion.

Andrzej Rusiecki

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009

Robust Learning Algorithm with LTS Error Function.

Andrzej Rusiecki

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

2008

Robust MCD-Based Backpropagation Learning Algorithm.

Andrzej Rusiecki

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Robust LTS Backpropagation Learning Algorithm.

Andrzej Rusiecki

Proceedings of the Computational and Ambient Intelligence, 2007