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Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations -
Laboratory earthquake forecasting: A machine learning competition2021 Proceedings of the National Academy of Sciences article Computer Science Seismology and Earthquake Studies Open access cited by 1 patent
Paul Allan Johnson, Bertrand Rouet‐Leduc, L. J. Pyrak‐Nolte, Gregory C. Beroza, Chris J. Marone, Claudia Hulbert, +7 more
123citations -
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation2024 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
20citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
3citations -
Work-in-Progress: A Review of the Type, Breadth, and Limitations of Publicly Available Educational Technology Products in 20222024 ASEE Annual Conference & Exposition conference-paper Computer Science Educational Technology and E-Learning
Robert M. Nickel, Sarah Appelhans, R.L. Thomas, Stu Thompson, Stewart J. Thomas, Abdelghany Abouelnagga, +1 more
2citations -
Combined Task and Motion Planning via Sketch Decompositions2024 Proceedings of the International Conference on Automated Planning and Scheduling conference-paper Computer Science AI-based Problem Solving and Planning Open access
Magi Dalmau Moreno, Néstor García, Vicenç Gómez, Héctor Geffner
1citations -
Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Advanced Graph Neural Networks Open access
Zihan Wang, Kai Zhao, Yongquan He, Zhumin Chen, Pengjie Ren, Maarten de Rijke, +1 more
1citations