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Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Lennart Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger H. Hoos
1citations -
FLAG-X: Hybrid machine learning workflows for automated gating of clinical flow cytometry data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
1citations -
Evaluation of SURUS: a Named Entity Recognition System to Extract Knowledge from Interventional Study Records2024 medRxiv preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Casper Peeters, Koen Vijverberg, Marianne G. Pouwer, Bart A. Westerman, Maikel Boot, Suzan Verberne
1citations -
Query2Uncertainty: Robust Uncertainty Quantification and Calibration for 3D Object Detection under Distribution Shift2026 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Till Beemelmanns, Alexey Nekrasov, Stefan Vilceanu, Jonas Steinhaus, Timo Woopen, Bastian Leibe, +1 more
0citations -
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography2025 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
DeepADEMiner: A Deep Learning Pharmacovigilance Pipeline for Extraction and Normalization of Adverse Drug Effect Mentions on Twitter2020 medRxiv preprint Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access
Arjun Magge, Elena Viktorovna Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova, Anne R. Dirkson, Suzan Verberne, +2 more
7citations -
Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access
Daniela Huppenkothen, Michelle Ntampaka, Matthew Ho, M. Fouesneau, B. Nord, Joshua E. G. Peek, +15 more
2citations -
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples2021 medRxiv preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access
Jutte J.C. de Vries, Julianne Rose Brown, Nicole Fischer, Igor A. Sidorov, Sofia Morfopoulou, Jiabin Huang, +24 more
2citations -
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression2025 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access
Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis I. Papadopoulos
2citations