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ORCIDAndrzej Rusiecki
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2020 – today
- 2024
[j5]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)- [c17]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
- [c16]Maciej Wilhelmi, Andrzej Rusiecki:
Simple CNN as an alternative for large pretrained models for medical image classification - MedMNIST case study. CENTERIS/ProjMAN/HCist 2023: 1298-1303 - 2022
- [j4]Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Malgorzata Burzynska, Andrzej Rusiecki, Magdalena Kasprowicz:
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning. IEEE J. Biomed. Health Informatics 26(2): 494-504 (2022) - 2021
- [c15]Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz:
Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients. EMBC 2021: 546-549 - [c14]Andrzej Rusiecki:
Batch Normalization and Dropout Regularization in Training Deep Neural Networks with Label Noise. ISDA 2021: 57-66 - [c13]Michal Zendran, Andrzej Rusiecki:
Swapping Face Images with Generative Neural Networks for Deepfake Technology - Experimental Study. KES 2021: 834-843
2010 – 2019
- 2019
- [c12]Andrzej Rusiecki:
Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise. ICAISC (1) 2019: 215-222 - 2018
- [c11]Bartosz Miselis, Michal Kulus, Tomasz Jurek, Andrzej Rusiecki, Lukasz Jelen:
Deep Neural Network for Whole Slide Vein Segmentation. CISIM 2018: 57-67 - 2016
- [j3]Miroslaw Kordos, Andrzej Rusiecki:
Reducing noise impact on MLP training - Techniques and algorithms to provide noise-robustness in MLP network training. Soft Comput. 20(1): 49-65 (2016) - [c10]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 - 2015
- [c9]Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik:
Noise reduction in regression tasks with distance, instance, attribute and density weighting. CYBCONF 2015: 73-78 - 2014
- [c8]Andrzej Rusiecki, Miroslaw Kordos, Tomasz Kaminski, Krzysztof Gren:
Training Neural Networks on Noisy Data. ICAISC (1) 2014: 131-142 - [c7]Miroslaw Kordos, Andrzej Rusiecki, Tomasz Kaminski, Krzysztof Gren:
Weight Update Sequence in MLP Networks. IDEAL 2014: 266-274 - 2013
- [j2]Andrzej Rusiecki:
Robust learning algorithm based on LTA estimator. Neurocomputing 120: 624-632 (2013) - [c6]Andrzej Rusiecki:
Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function. ICAISC (1) 2013: 174-182 - [c5]Miroslaw Kordos, Andrzej Rusiecki:
Improving MLP Neural Network Performance by Noise Reduction. TPNC 2013: 133-144 - 2012
- [j1]Andrzej Rusiecki:
Robust Learning Algorithm Based on Iterative Least Median of Squares. Neural Process. Lett. 36(2): 145-160 (2012) - [c4]Andrzej Rusiecki:
Robust Neural Network for Novelty Detection on Data Streams. ICAISC (1) 2012: 178-186 - 2010
- [c3]Andrzej Rusiecki:
Fast Robust Learning Algorithm Dedicated to LMLS Criterion. ICAISC (2) 2010: 96-103
2000 – 2009
- 2009
- [r1]Andrzej Rusiecki:
Robust Learning Algorithm with LTS Error Function. Encyclopedia of Artificial Intelligence 2009: 1389-1395 - 2008
- [c2]Andrzej Rusiecki:
Robust MCD-Based Backpropagation Learning Algorithm. ICAISC 2008: 154-163 - 2007
- [c1]Andrzej Rusiecki:
Robust LTS Backpropagation Learning Algorithm. IWANN 2007: 102-109
Coauthor Index
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