DeepRank: a deep learning framework for data mining 3D protein-protein interfaces
Renaud, Nicolas, Geng, Cunliang, Georgievska, Sonja, Ambrosetti, Francesco, Ridder, Lars, Marzella, Dario F, Réau, Manon F, Bonvin, Alexandre M J J, Xue, Li C
Published in Nature communications (03.12.2021)
Published in Nature communications (03.12.2021)
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Journal Article
Sleep classification from wrist-worn accelerometer data using random forests
Sundararajan, Kalaivani, Georgievska, Sonja, Te Lindert, Bart H W, Gehrman, Philip R, Ramautar, Jennifer, Mazzotti, Diego R, Sabia, Séverine, Weedon, Michael N, van Someren, Eus J W, Ridder, Lars, Wang, Jian, van Hees, Vincent T
Published in Scientific reports (08.01.2021)
Published in Scientific reports (08.01.2021)
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Journal Article
Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy: A novel approach using markerless motion tracking and machine learning
Haberfehlner, Helga, van de Ven, Shankara S, van der Burg, Sven A, Huber, Florian, Georgievska, Sonja, Aleo, Ignazio, Harlaar, Jaap, Bonouvrié, Laura A, van der Krogt, Marjolein M, Buizer, Annemieke I
Published in Frontiers in robotics and AI (02.03.2023)
Published in Frontiers in robotics and AI (02.03.2023)
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Journal Article
Detecting high indoor crowd density with Wi-Fi localization: a statistical mechanics approach
Georgievska, Sonja, Rutten, Philip, Amoraal, Jan, Ranguelova, Elena, Bakhshi, Rena, de Vries, Ben L., Lees, Michael, Klous, Sander
Published in Journal of big data (29.03.2019)
Published in Journal of big data (29.03.2019)
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Journal Article
Testing Reactive Probabilistic Processes
Georgievska, Sonja, Andova, Suzana
Published in Electronic proceedings in theoretical computer science (26.06.2010)
Published in Electronic proceedings in theoretical computer science (26.06.2010)
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Journal Article
Towards constraining soil and vegetation dynamics in land surface models: Modeling ASCAT backscatter incidence-angle dependence with a Deep Neural Network
Shan, Xu, Steele-Dunne, Susan, Huber, Manuel, Hahn, Sebastian, Wagner, Wolfgang, Bonan, Bertrand, Albergel, Clement, Calvet, Jean-Christophe, Ku, Ou, Georgievska, Sonja
Published in Remote sensing of environment (15.09.2022)
Published in Remote sensing of environment (15.09.2022)
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Journal Article
Branching bisimulation congruence for probabilistic systems
Andova, Suzana, Georgievska, Sonja, Trčka, Nikola
Published in Theoretical computer science (06.01.2012)
Published in Theoretical computer science (06.01.2012)
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Journal Article
Clustering image noise patterns by embedding and visualization for common source camera detection
Georgievska, Sonja, Bakhshi, Rena, Gavai, Anand, Sclocco, Alessio, van Werkhoven, Ben
Published in Digital investigation (01.12.2017)
Published in Digital investigation (01.12.2017)
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Journal Article
Improving generalizability for MHC-I binding peptide predictions through geometric deep learning
Marzella, Dario F, Crocioni, Giulia, Radusinovic, Tadija, Lepikhov, Daniil, Severin, Heleen, Bodor, Dani L, Rademaker, Daniel T, Lin, Chiayu, Georgievska, Sonja, Renaud, Nicolas, Kessler, Amy Lynn, Lopez-Tarifa, Pablo, Buschow, Sonja, Bekkers, Erik, Xue, Li C
Published in bioRxiv (09.02.2024)
Published in bioRxiv (09.02.2024)
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Paper
Testing Probabilistic Processes: Can Random Choices Be Unobservable?
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Journal Article
Branching Bisimulation Congruence for Probabilistic Systems
Trčka, Nikola, Georgievska, Sonja
Published in Electronic notes in theoretical computer science (12.12.2008)
Published in Electronic notes in theoretical computer science (12.12.2008)
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Journal Article