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Papers matching “model learning” 5,158

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Tree-based learning on amperometric time series data demonstrates high accuracy for classification
2024 International Journal of Data Science and Analytics article Computer Science Time Series Analysis and Forecasting Open access

Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, +2 more

2

citations
Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction
2025 BMC Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access

Gregor Kohls, Erik M. Elster, Peter Tiňo, Graeme F. Fairchild, Arne Popma, Christine Margarete Freitag, +3 more

2

citations
Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification
2023 arXiv (Cornell University) preprint Chemistry Electrochemical Analysis and Applications Open access

Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Xiulan He, Soodabeh Majdi, Andreas Schuppert, +1 more

1

citations
Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning
2020 Proceedings - International Conference on Image Processing conference-paper Computer Science Face and Expression Recognition

Abin Jose, Yan Shen, Mi Zhang, Jens-Rainer Ohm

0

citations
Comparative Analysis of Self-Supervised Learning Techniques for Electron Microscopy Images
2024 BIO Web of Conferences conference-paper Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

Bashir Kazimi, Stefan Sandfeld

0

citations
Swarm learning for decentralized artificial intelligence in cancer histopathology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, +20 more

22

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

9

citations
Sensorless battery expansion estimation using electromechanical coupled models and machine learning
2025 Journal of Energy Chemistry article Engineering Battery Modeling and Management Open access

Xue Cai, Caiping Zhang, Jue Chen, Zeping Chen, Linjing Zhang, Dirk Uwe Sauer, +1 more

24

citations
Comprehensive deep learning-assisted multi-condition analysis of knee MRI studies improves resident radiologist performance
2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access

Roman Vuskov, Alexander Hermans, M Pixberg, Jonas Müller-Hübenthal, Andreas Brauksiepe, Eric Corban, +6 more

5

citations
Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response
2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

13

citations
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study
2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent

Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner, Hannah Sophie Muti, Tanwei Yuan, Sebastian Foersch, +13 more

108

citations
DrugEx v3: scaffold-constrained drug design with graph transformer-based reinforcement learning
2023 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Xuhan Liu, Kai Ye, Herman van Vlijmen, Adriaan P. IJzerman, Gerard J. P. van Westen

91

citations
Federated Learning in Heterogeneous Networks with Unreliable Communication
2021 IEEE Globecom Workshops (GC Wkshps) conference-paper Computer Science Privacy-Preserving Technologies in Data

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

16

citations
A novel surrogate-assisted evolutionary algorithm applied to partition-based ensemble learning
2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 2 patents

Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman

13

citations
DrugEx v3: Scaffold-Constrained Drug Design with Graph Transformer-based Reinforcement Learning
2021 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Xuhan Liu, Kai Ye, Herman van Vlijmen, Adriaan P. IJzerman, Gerard J. P. van Westen

11

citations
Quantum-classical separations in shallow-circuit-based learning with and without noises
2024 Communications Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

Zhihan Zhang, Weiyuan Gong, Weikang Li, Dong-Ling Deng

10

citations
Deep Learning for Electricity Price Forecasting: A Review of Day-Ahead, Intraday, and Balancing Electricity Markets
2026 International Conference on the European Energy Market (EEM) conference-paper Engineering Energy Load and Power Forecasting Open access

Runyao Yu, Derek W. Bunn, Julia Lin, Jochen Stiasny, Tara Esterl, Yuchen Tao, +4 more

7

citations
Deep learning-based prediction of rheumatoid arthritis-associated deformity on MRI
2025 Brain and Spine article Medicine Cervical and Thoracic Myelopathy Open access

Anna Baukje Lebouille-Veldman, Alexander G. Yearley, Timothy Ryan Smith, Aakanksha Rana, Carmen L. A. Vleggeert-Lankamp

3

citations
Histopathological evaluation of abdominal aortic aneurysms with deep learning
2025 Diagnostic Pathology article Computer Science AI in cancer detection Open access

Fiona R. Kolbinger, Omar S. M. El Nahhas, Maja Carina Nackenhorst, Christine Brostjan, Wolf Hans Eilenberg, Albert Busch, +1 more

2

citations
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems
2023 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Moncef Benaicha, David Thulke, Mehmet Turan

1

citations
Towards deep learning based airborne monitoring methods for heliostats in solar tower power plants
2023 conference-paper Energy Solar Thermal and Photovoltaic Systems

Rafal Broda, Alexander Schnerring, Julian J. Krauth, Marc Röger, Robert Pitz‐Paal

1

citations
Extraction of Quantitative Specimen Data using Machine Learning as a Service in the DiSSCo Research Infrastructure
2025 preprint Computer Science Advanced Neural Network Applications Open access

Claus Weiland, Jonas Grieb, Soulaine Theocharides, Sam Leeflang, Wouter Addink, Sharif Islam

1

citations
The role of data-induced randomness in quantum machine learning classification tasks
2026 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Berta Casas, Xavier Bonet-Monroig, Adrián Pérez-Salinas

1

citations
Deep learning driven quantification of interstitial fibrosis in kidney biopsies
2021 medRxiv preprint Computer Science AI in cancer detection Open access

Yi Feng Zheng, Clarissa Araujo Cassol, Divya Veerapaneni, Vipul Chimanlal Chitalia, Kevin Y. M. Ren, Shubha S. Bellur, +5 more

1

citations
Automated data curation for self-supervised learning in underwater acoustic analysis
2025 arXiv (Cornell University) preprint Environmental Science Marine animal studies overview Open access

Hilde I. Hummel, Sandjai Bhulai, Burooj Ghani, Rob van der Mei

1

citations