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Joint state and dynamics estimation with high-gain observers and Gaussian process models2021 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Control Systems and Identification
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
10citations -
Dynamic prediction of survival using multivariate functional principal component analysis: A strict landmarking approach2024 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Daniel Gomon, Hein Putter, Marta F. Fiocco, Mirko Signorelli
9citations -
Auxiliaries’ power and energy demand prediction of battery electric vehicles using system identification and deep learning2023 IET Intelligent Transport Systems article Engineering Electric and Hybrid Vehicle Technologies Open access
Lukas Schäfers, Kai Franke, René Savelsberg, Stefan Pischinger
8citations -
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials2025 Environmental Science & Technology article Materials Science Nanoparticles: synthesis and applications Open access
Laura Aliisa Saarimäki, Michele Fratello, Giusy del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Tapio Alenius, +21 more
4citations -
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more
2citations -
Prediction of Severe Gastrointestinal Bleeding Events in Hemodialysis: Collaborative Development of Machine Learning Model Within INSPIRE2021 Journal of the American Society of Nephrology conference-abstract Medicine Dialysis and Renal Disease Management
Suman Kumar Lama, Sheetal Chaudhuri, Joanna L. Willetts, John W. Larkin, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
AI.grids: A Strategic Initiative Towards a Pan-European Foundation Model for Electricity Grids2026 International Conference on Information, Intelligence, Systems & Applications (IISA) conference-paper Engineering Smart Grid and Power Systems Open access
Elissaios Sarmas, Antonello Monti, Ricardo Jorge Gomes de Sousa Bento Bessa, Arsam Aryandoust, Alexandre Lucas, Vangelis Marinakis
0citations -
PurSAMERE: Reliable Adversarial Purification via Sharpness-Aware Minimization of Expected Reconstruction Error2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Vinh Hoang, Sebastian Krumscheid, Holger Rauhut, Raul F. Tempone
0citations -
Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Epilepsy research and treatment Open access
Christian M. Boßelmann, Roland Krause, Patrick May, Stefan Wolking, Gianpiero L. Cavalleri, Norman Delanty, +14 more
0citations