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Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets (Ultra Large Dataset)2023 Zenodo (CERN European Organization for Nuclear Research) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck, Bas van Stein
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Using Ontologies for the Formalization and Recognition of Criticality for Automated Driving2022 IEEE Open Journal of Intelligent Transportation Systems article Computer Science Semantic Web and Ontologies Open access
Lukas Westhofen, Christian Neurohr, Martin Butz, Maike Scholtes, Michael Schuldes
48citations -
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction2020 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Olga Półchłopek, Nynke R. Koning, Frederike L. Büchner, Mathilde R. Crone, Mattijs Everard Numans, Mark Hoogendoorn
17citations -
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access
Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, +1 more
12citations -
An Automatic Framework to Create Patient-specific Eye Models From 3D Magnetic Resonance Images for Treatment Selection in Patients With Uveal Melanoma2021 Advances in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access
Mohamed Kilany Hassan, Emmanuelle Fleury, Denis P. Shamonin, Lorna Grech Fonk, Marina Marinkovic, Myriam G. Jaarsma‐Coes, +4 more
12citations -
Without Further Ado: Direct and Simultaneous Speech Translation by AppTek in 20212021 International Conference on Spoken Language Translation (IWSLT) conference-paper Computer Science Speech Recognition and Synthesis Open access
Parnia Bahar, Patrick Wilken, Mattia Antonino Di Gangi, Evgeny Matusov
7citations -
Predicted Adsorption Affinity for Enteric Microbial Metabolites to Metal and Carbon Nanomaterials2022 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Bregje W. Brinkmann, Ankush Singhal, G. J. A. Sevink, Lisette Neeft, Martina G. Vijver, Willie J.G.M. Peijnenburg
7citations -
3DDPDs: describing protein dynamics for proteochemometric bioactivity prediction. A case for (mutant) G protein-coupled receptors2023 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Marina Gorostiola González, Remco L. van den Broek, Magdalini Chatzopoulou, Willem Jespers, Adriaan P. IJzerman, Laura H. Heitman, +1 more
6citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
3citations