Zobrazeno 1 - 10
of 103
pro vyhledávání: '"Kotowski, Krzysztof"'
Detecting anomalous events in satellite telemetry is a critical task in space operations. This task, however, is extremely time-consuming, error-prone and human dependent, thus automated data-driven anomaly detection algorithms have been emerging at
Externí odkaz:
http://arxiv.org/abs/2407.04730
Autor:
Kotowski, Krzysztof, Haskamp, Christoph, Andrzejewski, Jacek, Ruszczak, Bogdan, Nalepa, Jakub, Lakey, Daniel, Collins, Peter, Kolmas, Aybike, Bartesaghi, Mauro, Martinez-Heras, Jose, De Canio, Gabriele
Machine learning has vast potential to improve anomaly detection in satellite telemetry which is a crucial task for spacecraft operations. This potential is currently hampered by a lack of comprehensible benchmarks for multivariate time series anomal
Externí odkaz:
http://arxiv.org/abs/2406.17826
The prediction of intrinsic disorder regions has significant implications for understanding protein functions and dynamics. It can help to discover novel protein-protein interactions essential for designing new drugs and enzymes. Recently, a new gene
Externí odkaz:
http://arxiv.org/abs/2404.08108
Autor:
Nalepa, Jakub, Kotowski, Krzysztof, Machura, Bartosz, Adamski, Szymon, Bozek, Oskar, Eksner, Bartosz, Kokoszka, Bartosz, Pekala, Tomasz, Radom, Mateusz, Strzelczak, Marek, Zarudzki, Lukasz, Krason, Agata, Arcadu, Filippo, Tessier, Jean
Tumor burden assessment by magnetic resonance imaging (MRI) is central to the evaluation of treatment response for glioblastoma. This assessment is complex to perform and associated with high variability due to the high heterogeneity and complexity o
Externí odkaz:
http://arxiv.org/abs/2209.01402
Autor:
Sommer, Werner, Kotowski, Krzysztof, Shi, Yang, Switonski, Adam, Hildebrandt, Andrea, Stapor, Katarzyna
Publikováno v:
In Biological Psychology October 2023 183
Autor:
Nalepa, Jakub, Kotowski, Krzysztof, Machura, Bartosz, Adamski, Szymon, Bozek, Oskar, Eksner, Bartosz, Kokoszka, Bartosz, Pekala, Tomasz, Radom, Mateusz, Strzelczak, Marek, Zarudzki, Lukasz, Krason, Agata, Arcadu, Filippo, Tessier, Jean
Publikováno v:
In Computers in Biology and Medicine March 2023 154
Publikováno v:
In Biomedical Signal Processing and Control January 2023 79 Part 1
Autor:
Kotowski, Krzysztof, Kucharski, Damian, Machura, Bartosz, Adamski, Szymon, Gutierrez Becker, Benjamín, Krason, Agata, Zarudzki, Lukasz, Tessier, Jean, Nalepa, Jakub
Publikováno v:
In Computers in Biology and Medicine January 2023 152
Akademický článek
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Autor:
Nalepa, Jakub, Adamski, Szymon, Kotowski, Krzysztof, Chelstowska, Sylwia, Machnikowska-Sokolowska, Magdalena, Bozek, Oskar, Wisz, Agata, Jurkiewicz, Elzbieta
Publikováno v:
In Computers in Biology and Medicine March 2022 142