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Papers matching “classification methods” 1,717

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Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
2026 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

J. Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Continuous Sweep for Binary Quantification Learning
2026 Journal of Classification article Computer Science Imbalanced Data Classification Techniques Open access

Kevin Kloos, Julian David Karch, Quinten Meertens, Sander Scholtus, Mark de Rooij

0

citations
Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning
2024 EBioMedicine article Computer Science AI in cancer detection Open access

Divya Choudhury, James M. Dolezal, Emma Dyer, Sara E. Kochanny, Siddhi Ramesh, Frederick Matthew Howard, +6 more

17

citations
What’s a migraine day? Towards a consensus definition for clinical care and research – a Delphi panel-based study
2026 The Journal of Headache and Pain article Medicine Migraine and Headache Studies Open access

Luna De Loose, Koen Paemeleire, Christina I. Deligianni, Christian Lampl, Derya Uludüz, Erling Tronvik, +17 more

1

citations
ProtoSimNet: Exploiting prototype similarity for few-shot learning
2026 Neurocomputing article Computer Science Domain Adaptation and Few-Shot Learning Open access

Nan Pu, Erwin M. Bakker, Michael S. Lew

0

citations
SUBiNN: a stacked uni- and bivariate kNN sparse ensemble
2021 Advances in Data Analysis and Classification article Computer Science Machine Learning and Data Classification Open access

Tiffany Elsten, Mark de Rooij

2

citations
From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs
2024 arXiv (Cornell University) preprint Social Sciences Computational and Text Analysis Methods Open access

Lukas Birkenmaier, Matthias Roth, Indira Sen

0

citations
Generative adversarial network based data augmentation for CNN based detection of Covid-19
2022 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

54

citations
Acoustic Identification of Individual Animals with Hierarchical Contrastive Learning
2025 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Music and Audio Processing Open access

Inês Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos

1

citations
Preoperative Staging in Oral Cavity Cancer: Nationwide Practice and Concordance With Pathology
2025 Oral Diseases article Medicine Head and Neck Cancer Studies Open access

Hanneke Doremiek van Oorschot, Julie Sijmons, José A. Hardillo, Robert J. Baatenburg de Jong

1

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 PLoS ONE article Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

8

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

1

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
Do we need a novel framework for classifying psychopathology? A discussion paper
2023 Clinical Psychology in Europe article Arts and Humanities Mental Health and Psychiatry Open access

Winfried Rief, Stefan G. Hofmann, Max Berg, Miriam K. Forbes, Diego A. Pizzagalli, Johannes Zimmermann, +2 more

46

citations
Automated color detection in orchids using color labels and deep learning
2021 PLoS ONE article Computer Science Advanced Neural Network Applications Open access

Diah Harnoni Apriyanti, Luuk Spreeuwers, Peter Lucas, Raymond N. J. Veldhuis

23

citations
Anti-carbamylated protein antibodies: are they useful for the diagnosis of rheumatoid arthritis?
2021 Clinical and Experimental Rheumatology article Medicine Rheumatoid Arthritis Research and Therapies Open access

Frédérique Ponchel, Myrthe A. M. van Delft, Xuanxiao Xie, Agata N. Burska, Laurence M Duquenne, Leendert Adrianus Trouw, +1 more

12

citations
Biosynfoni: a biosynthesis-informed and interpretable lightweight molecular fingerprint
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Lucina-May Nollen, David Meijer, Maria Sorokina, Justin J. J. van der Hooft

4

citations
Measuring Complexity and Reproducibility: A Comprehensive Benchmark of LLMs for Multilingual Policy Agenda Topic Annotation
2025 Zenodo (CERN European Organization for Nuclear Research) article Social Sciences Computational and Text Analysis Methods Open access

0

citations
Computer-assisted timber identification based on features extracted from microscopic wood sections
2020 IAWA Journal - KU Leuven/IAWA Journal article Chemistry Wood and Agarwood Research Open access

Frederic Lens, Chao Liang, Yuanhao Guo, Xiaoqin Tang, Mehrdad Jahanbanifard, Flávio Soares Corrêa da Silva, +2 more

51

citations
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning
2026 Reproductive Biology and Endocrinology article Medicine Endometriosis Research and Treatment Open access

Tomáš Kupec, Julia Wittenborn, Chao-Chung Kuo, Laila Najjari, Rebecca Senger, Philipp Meyer-Wilmes, +2 more

4

citations
A novel ensemble artificial intelligence approach for coronary artery disease prediction
2024 International Journal of Intelligent Computing and Cybernetics article Health Professions Artificial Intelligence in Healthcare

Özge H. Namlı, Seda Yanık, Aslan Erdoğan, Anke Schmeink

2

citations
First three years of the international verification of neural networks competition (VNN-COMP)
2023 International Journal on Software Tools for Technology Transfer article Computer Science Formal Methods in Verification Open access cited by 1 patent

Christopher Brix, Mark Niklas Müller, Stanley Bak, Taylor Thomas Johnson, Changliu Liu

66

citations
Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation
2022 Computer Methods and Programs in Biomedicine article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

42

citations
tdescore: An Accurate Photometric Classifier for Tidal Disruption Events
2024 The Astrophysical Journal Letters article Physics and Astronomy Gamma-ray bursts and supernovae Open access

Robert David Stein, Ashish A. Mahabal, Simeon Reusch, M. J. Graham, M. M. Kasliwal, Marek P. Kowalski, +9 more

17

citations