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Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Patrick Echtenbruck, Martina Echtenbruck, Joost Batenburg, Thomas Bäck, Boris Naujoks, Michael Emmerich
1citations -
Short-Time Solution Heat Treatment of Recycled A383 HPDC Alloy: Microstructure–Property Relationships and Ensemble Machine Learning Analysis2026 International Journal of Metalcasting article Engineering Aluminum Alloy Microstructure Properties Open access
Hyungjin Kim, Seoyoung Kim, Su-An Lee, Kyung-Seok Sim, Gil‐Yong Yeom, Sung Yong Kim
0citations -
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis2026 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access
A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han
0citations -
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis2026 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access
A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han
0citations -
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis2026 International Workshop on Semantic Evaluation (SemEval) conference-paper Computer Science Sentiment Analysis and Opinion Mining Open access
A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han
0citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis2024 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering article Decision Sciences Probabilistic and Robust Engineering Design
Tobias Lehrer, Arne Kaps, Ingolf Lepenies, Elena Raponi, Marcus M. Wagner, Fabian M. E. Duddeck
5citations