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Papers matching “classification methods” 280

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Adaptive representations of sound for automatic insect recognition
2023 PLoS Computational Biology article Computer Science Music and Audio Processing Open access

Marius Faiß, Dan Stowell

27

citations
Are LSTMs good few-shot learners?
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

12

citations
A high-resolution downscaling approach for solar irradiance using statistical parameter matching
2025 Renewable Energy article Computer Science Solar Radiation and Photovoltaics Open access

Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Miguel Larrañeta, Jochen Linßen, Detlef Stolten

11

citations
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications
2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access

Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong

4

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks
2022 Proceedings - International Conference on Image Processing conference-paper Computer Science Face and Expression Recognition

Abin Jose, Dennis Eschweiler, Ina Laube, Johannes Stegmaier

2

citations
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification
2025 Advanced Engineering Informatics article Computer Science Multimodal Machine Learning Applications Open access

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao

1

citations
Scale-preserving automatic concept extraction (SPACE)
2023 Machine Learning article Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe

1

citations
Inter-Facility Evaluation of Machine Learning Based Deep Hematopoietic Cell Classifiers for Cytological Evaluation of Hematopoiesis
2023 Blood conference-abstract Computer Science Digital Imaging for Blood Diseases Open access

Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Volkmar Schulz, +2 more

0

citations
Are LSTMs Good Few-Shot Learners?
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

0

citations
Scale-Preserving Automatic Concept Extraction (SPACE)
2023 RWTH Publications (RWTH Aachen) article Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe

0

citations
Understanding the Nature of Metadata: Systematic Review
2021 Journal of Medical Internet Research review Computer Science Research Data Management Practices Open access

Hannes Ulrich, Ann-Kristin Kock-Schoppenhauer, Noemi Deppenwiese, Robert Gött, Jori Kern, Martin Lablans, +6 more

94

citations
UISketch: A Large-Scale Dataset of UI Element Sketches
2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

Vinoth Pandian Sermuga Pandian, Sarah Suleri, Prof. Dr. Matthias Jarke

11

citations
MaskTerial: a foundation model for automated 2D material flake detection
2025 Digital Discovery article Computer Science Advanced Neural Network Applications Open access

Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer

6

citations
DEEPGRAFT, A DEEP LEARNING ALGORITHM TO CLASSIFY KIDNEY TRANSPLANT DISEASES FROM DIGITAL WHOLE SLIDE BIOPSY IMAGES
2020 Transplantation article Computer Science AI in cancer detection

Jesper Kers, Roman David Bülow, Barbara M. Klinkhammer, Gerben Eise Breimer, Rianne Hofstraat, Garry L. Corthals, +8 more

0

citations
NeuroFAIR curator: an AI-assisted framework for metadata enrichment, quality screening, curation prioritization, and FAIR readiness of brain tumor MRI data
2026 Frontiers in Neuroinformatics article Computer Science Research Data Management Practices Open access

Faizan Ullah, Zaheer Abbas, Mohmmad Abrar, Farhan Amin, N. Jon Shah

0

citations
Unified field theoretical approach to deep and recurrent neuronal networks
2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access

Kai Segadlo, Bastian Epping, Alexander van Meegen, David Dahmen, Moritz Helias

17

citations
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review
2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad Dehghanmanshadi, Nika Khosravi, Julien Cohen‐Adad, Dorit Merhof

14

citations
A dataset of insect sounds from 459 species for bioacoustic machine learning
2026 Scientific Data data-paper Computer Science Music and Audio Processing Open access

Marius Faiß, Burooj Ghani, Dan Stowell

6

citations
Is Active Learning Green? An Empirical Study
2023 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Shirin Salehi, Anke Schmeink

3

citations
On Dequantization of Supervised Quantum Machine Learning via Random Fourier Features
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Mehrad Sahebi, Alice Barthe, Yudai Suzuki, Zoë Holmes, Michele Grossi

2

citations
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity
2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Jamie Lohoff, Florian Assmuth, Emre Neftci

0

citations
Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zihan Wang, Kai Zhao, Yongquan He, Zhumin Chen, Pengjie Ren, Maarten de Rijke, +1 more

0

citations
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity
2025 conference-paper Computer Science Neural Networks and Applications

Jamie Lohofl, Florian Assmuth, Emre Neftci

0

citations
Metrics reloaded: recommendations for image analysis validation
2024 Nature Methods article Computer Science Medical Image Segmentation Techniques Open access

Lena Maier‐Hein, Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou, +66 more

468

citations