From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “model learning” 5,158

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

On Using Meta-Learning to Overcome Challenges in Speaker Localization
2023 IEEE EUROCON - International Conference on Smart Technologies (EUROCON) conference-paper Computer Science Speech and Audio Processing

Mahdi Barhoush, Ahmed Hallawah, Anke Schmeink

0

citations
Deep learning models to detect microsatellite instability in colorectal cancer from histological images
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

0

citations
Multi-Faceted Learning to Rank With Content-Behavior Fusion for Satisfaction-Diverse Web Search
2026 IEEE Transactions on Knowledge and Data Engineering article Computer Science Information Retrieval and Search Behavior Open access

Yuchen Li, Hao Zhang, Yongqi Zhang, Xinyu Ma, Hengyi Cai, Haojie Zhang, +6 more

0

citations
A Variational Inequality Approach to Independent Learning in Static Mean-Field Games
2025 arXiv (Cornell University) preprint Decision Sciences Game Theory and Applications Open access

Batuhan Yardim, Semih Çaycı, Niao He

0

citations
Quantifying the effect of quantum operations in machine learning by comparison to classically simulable variants
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Quantum Computing Algorithms and Architecture Open access

Víctor Mauricio Gutiérrez Luque

0

citations
Unsupervised learning for defect segmentation in in-line industrial X-ray computed tomography
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian

0

citations
Uncertainty quantification in machine learning: confidence intervals for high-dimensional regression
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Sparse and Compressive Sensing Techniques Open access

Frederik Hoppe

0

citations
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review
2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access

Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak

27

citations
Robot Learning With Crash Constraints
2021 IEEE Robotics and Automation Letters article Computer Science Reinforcement Learning in Robotics Open access

24

citations
Robot Learning With Crash Constraints
2021 RWTH Publications (RWTH Aachen) article Computer Science Reinforcement Learning in Robotics

Alonso Marco, Dominik Baumann, Majid Khadiv, Philipp Hennig, Ludovic Righetti

19

citations
Recent Advances in the Prediction of Protein Structural Classes: Feature Descriptors and Machine Learning Algorithms
2021 Crystals article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Lin Zhu, Mehdi D. Davari, Wenjin Li

15

citations
Multiagent Deep Reinforcement Learning: Challenges and Directions Towards Human-Like Approaches.
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Annie Wong, Thomas Bäck, Anna V. Kononova, Aske Plaat

12

citations
Deep Multiagent Reinforcement Learning: Challenges and Directions
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Annie Wong, Thomas Bäck, Anna V. Kononova, Aske Plaat

10

citations
Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials
2026 Computational Materials Science article Materials Science Machine Learning in Materials Science Open access

G. Laskaris, D. Morozov, D. Tarpanov, A. Seth, J. Procelewska, Gopalakrishnan Sai Gautam, +3 more

2

citations
Machine learning for optimal growth temperature prediction of prokaryotes using amino acid descriptors
2025 Lirias article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Vera van Noort

0

citations
Basics of machine learning
2025 Cambridge University Press eBooks book-chapter Computer Science Machine Learning and Algorithms Open access

Borja Requena, Kaelan Donatella, Juan Carrasquilla, Evert van Nieuwenburg, Giuseppe Carleo, Eliška Greplová, +2 more

0

citations
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

0

citations
Development and External Validation of a PET Radiomic Model for Prognostication of Head and Neck Cancer
2023 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Wyanne A. Noortman, Nicolas Aide, Dennis Vriens, Lisa S. Arkes, Cornelis Herman Slump, Ronald Boellaard, +14 more

9

citations
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures
2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access

Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei

21

citations
Embedding an ANN-Based Crystal Plasticity Model into the Finite Element Framework using an ABAQUS User-Material Subroutine
2024 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Yousef Heider, Bernd A. Markert

0

citations
Explainable machine learning for precise fatigue crack tip detection
2022 Scientific Reports article Engineering Fatigue and fracture mechanics Open access cited by 3 patents

David Melching, Tobias Strohmann, Guillermo Carlos Requena, Eric Breitbarth

44

citations
Federated Learning in Heterogeneous Networks With Unreliable Communication
2023 IEEE Transactions on Wireless Communications article Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Lin Zhu, Yulin Hu, Zhengming J. Zhang, Anke Schmeink

40

citations
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Human Pose and Action Recognition

István Sárándi, Alexander Hermans, Bastian Leibe

38

citations
Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication
2024 Frontiers in Artificial Intelligence article Health Professions Artificial Intelligence in Healthcare Open access

Seyed‐Ali Sadegh‐Zadeh, Sanaz Khanjani, Shima Javanmardi, Bita Bayat, Zahra Naderi, Amir M. Hajiyavand

33

citations
Multi-institutional PET/CT image segmentation using federated deep transformer learning
2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent

Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more

32

citations