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Papers matching “model learning” 5,158

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Models as the subject of education
2020 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access

Hüseyin Ergin, Jeff Gray, Bernhard Rumpe⋆

1

citations
Stratifizierung des Überlebens von Patienten mit kolorektalen Lebermetastasen nach kurativer Resektion durch maschinelles Lernen
2022 Zeitschrift für Gastroenterologie article Medicine Colorectal Cancer Treatments and Studies

Iakovos Amygdalos, Gustav Anton Müller‐Franzes, Alexandros Chrysos, K. Jöchle, Zoltán Czigány, Jan Bednarsch, +7 more

0

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

142

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

1

citations
Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review
2022 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

Anne de Hond, Artuur M. Leeuwenberg, Lotty Hooft, Ilse M.J. Kant, Steven W J Nijman, Hendrikus J. A. van Os, +8 more

501

citations
A systematic analysis of the impact of data variation on AI-based histopathological grading of prostate cancer
2025 Medical Image Analysis article Computer Science AI in cancer detection Open access

Patrick Fuhlert, Fabian Westhaeusser, Esther Dietrich, Maximilian Lennartz, Robin Khatri, Nico Kaiser, +19 more

5

citations
The quality of reporting in cardiac MRI artificial intelligence segmentation studies - a systematic review
2022 European Heart Journal - Cardiovascular Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access

Samer Alabed, Ahmed Maiter, Mahan Salehi, Sam Jenkins, Michael J. Sharkey, Vera Rakocevic, +7 more

1

citations
Evaluation of Study Plans using Partial Orders
2024 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Christian Rennert, Mahsa Pourbafrani, Wil M. P. van der Aalst

0

citations
Re-Examination of the Reciprocal Relation Between Intrinsic Motivation and Competence Beliefs in Math Using the Random-Intercept Cross-Lagged Panel Framework
2025 Child Development article Psychology Education, Achievement, and Giftedness Open access

Patrick Paschke, Ricarda Steinmayr, Alica Mertens, Andreas B. Neubauer, Birgit Spinath

3

citations
MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit
2023 medRxiv preprint Psychology Mental Health via Writing Open access

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

0

citations
MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit
2023 arXiv (Cornell University) preprint Psychology Mental Health via Writing Open access

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

0

citations
Machine guess of scattering factors – SALTED-NoSpherA2
2024 Acta Crystallographica Section A Foundations and Advances article Materials Science X-ray Diffraction in Crystallography Open access

Florian Kleemiss, L. Seiffert, D. Brüx

0

citations
Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains
2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Ahmad Moeineddin, Michael Kaliske, Stefanie Reese, Shahed Rezaei

98

citations
Graph neural networks for surfactant multi-property prediction
2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos

30

citations
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data
2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco

15

citations
What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models
2024 Workshop on Cognitive Modeling and Computational Linguistics (CMCL) conference-paper Computer Science Multimodal Machine Learning Applications Open access

Tessa Verhoef, Kiana Shahrasbi, Tom Kouwenhoven

1

citations
Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery
2022 Physics and Imaging in Radiation Oncology article Medicine Colorectal Cancer Surgical Treatments Open access

Biche Osong, Carlotta Masciocchi, Andrea Damiani, Iñigo Bermejo, Elisa Meldolesi, Giuditta Chiloiro, +15 more

14

citations
D5.2: Specification of QRL algorithm for inventory management
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Quantum Computing Algorithms and Architecture Open access

Vedran Dunjko, Simon C. Marshall

0

citations
Resilient Digital Twins
2021 Business & Information Systems Engineering article Decision Sciences Impact of AI and Big Data on Business and Society Open access

Wil M. P. van der Aalst, Oliver Fast Hinz, Christof Weinhardt

43

citations
Quantifying the Value of Privileged Information Using a PAC-Bayesian Approach
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Vasily Bokov, Sebastian Schmitt, Vedran Dunjko, Hao Wang

0

citations
Introduction
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Data-Centric Green Artificial Intelligence: A Survey
2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

Shirin Salehi, Anke Schmeink

75

citations
Hyperparameter importance and optimization of quantum neural networks across small datasets
2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Yash J. Patel, Vedran Dunjko, Thomas Bäck, Jan N. van Rijn

26

citations
Exploring data augmentation: Multi-task methods for molecular property prediction
2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

Timo Gervens, Alexander Mitsos, Martin Grohe, Jan G. Rittig

3

citations
Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries
2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research cited by 6 patents

Weihan Li, Jiawei Zhang, Florian Ringbeck, Dominik Jöst, Lei Zhang, Zhongbao Wei, +1 more

149

citations