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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
2citations -
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems2025 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck
0citations -
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access
Bach Phan Tat, Kevin Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelman
0citations -
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks2024 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov
6citations -
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation2021 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Video Surveillance and Tracking Methods
Nan Pu, Wei Ren Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
101citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis review Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
46citations -
Standardized Evaluation of Current Ultrasound Bone Segmentation Algorithms on Multiple Datasets2022 EPiC series in health sciences conference-paper Computer Science Medical Image Segmentation Techniques Open access
Benjamin Hohlmann, Peter Brößner, Ilker Hacihaliloglu, Keiran Barr, Tamás Ungi, Oliver Zettinig, +9 more
4citations