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Papers matching “method classification” 343

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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
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
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
Few-shot and meta-learning methods for image understanding: a survey
2023 International Journal of Multimedia Information Retrieval article Computer Science Domain Adaptation and Few-Shot Learning Open access

Kai He, Nan Pu, Mingrui Lao, Michael S. Lew

45

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
Gaussian processes and other kernel methods
2025 Cambridge University Press eBooks book-chapter Computer Science Gaussian Processes and Bayesian Inference

Borja Requena, Kaelan Donatella, Juan Carrasquilla, Marylou Gabrié, Evert van Nieuwenburg, Lei Wang, +4 more

12

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
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
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
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 Neuro Inspired Computational Elements Conference (NICE) conference-paper Computer Science Neural Networks and Applications

Jamie Lohofl, 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
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
Ontology pre-training improves prediction of molecular properties
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Computational Drug Discovery Methods Open access

Charlotte Tumescheit, Martin Glauer, Simon Flügel, Martin F. Larralde, Fabian Neuhaus, Janna Hastings

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
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
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

24

citations
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

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

22

citations
Improving musculoskeletal care with AI enhanced triage through data driven screening of referral letters
2025 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Tjardo Daniël Maarseveen, Herman Kasper Glas, Josien Veris-van Dieren, Erik B. van den Akker, Rachel Knevel

17

citations
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch
2023 IEEE Spoken Language Technology Workshop (SLT) conference-paper Computer Science Speech Recognition and Synthesis

Tina Raissi, Wei Guo Zhou, Simon Berger, Ralf Schlüter, Hermann Ney

12

citations
Stateless neural meta-learning using second-order gradients
2022 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

9

citations
Disentangling the Spectral Properties of the Hodge Laplacian: not all small Eigenvalues are Equal
2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

Vincent P. Grande, Michael T. Schaub

5

citations