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Papers matching “multi-class classification” 26

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Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status
2020 Computers in Biology and Medicine article Engineering 3D Printing in Biomedical Research Open access cited by 1 patent

Tobias Piotrowski, Oliver Rippel, Andreas Elanzew, Bastian Nießing, Sebastian Stucken, Sven Jung, +6 more

50

citations
Multi-class Differentiation of Liver Parenchyma and Liver Malignancies in Optical Coherence Tomography Images ex vivo: A Comparison of Machine-learning Models
2025 HPB article Medicine Liver Disease Diagnosis and Treatment Open access

Patrick Wienholt, Caroline Girmen, Niels König, Robert Heinrich Schmitt, S. Büsker, Daniel Truhn, +2 more

0

citations
Classification of Inter-Turn Short Circuit Faults in Field-Oriented Controlled Electrical Machines using Convolutional Neural Networks
2023 IEEE International Electric Machines & Drives Conference (IEMDC) conference-paper Engineering Machine Fault Diagnosis Techniques

Pablo Garcia Soler, Xinyi Yu, Rik W. De Doncker

7

citations
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

Johannes Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Motion Artifact Detection and Classification for Unobtrusive Cardiorespiratory Signals Using Machine Learning
2022 Computing in cardiology conference-paper Engineering Non-Invasive Vital Sign Monitoring Open access

Onno Linschmann, Carl Fredrik Olle Revander, Steffen K. Leonhardt, Markus Lueken

2

citations
First Step Towards EXPLAINable DGA Multiclass Classification
2021 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

18

citations
First Step Towards EXPLAINable DGA Multiclass Classification
2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Malware Detection Techniques

Arthur Drichel, Nils Faerber, Ulrike Meyer

15

citations
Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification
2024 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

Arthur Drichel, Benedikt von Querfurth, Ulrike Meyer

1

citations
Classification of 12-lead ECGs Using Gradient Boosting on Features Acquired With Domain-Specific and Domain-Agnostic Methods
2020 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis Open access

Durmus Umutcan Uguz, Felix Berief, Steffen K. Leonhardt, Christoph Hoog Antink

6

citations
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
2025 conference-paper Computer Science Network Security and Intrusion Detection

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu

3

citations
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
2025 arXiv (Cornell University) preprint Computer Science Network Security and Intrusion Detection Open access

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Yan Li, Chang Liu

1

citations
Making use of NXt to nothing
2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert

16

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
Binning high-dimensional classifier output for HEP analyses through a clustering algorithm
2024 EPJ Web of Conferences conference-paper Computer Science Neural Networks and Applications Open access

S. Diekmann, N. Eich, Martin Erdmann

1

citations
Solar Flare Forecast: A Comparative Analysis of Machine Learning Algorithms for Predicting Solar Flare Classes
2025 Astronomy article Physics and Astronomy Solar and Space Plasma Dynamics Open access

Julia Bringewald, Olivier Parisot

7

citations
Breathing Pattern Monitoring by Using Remote Sensors
2022 Sensors article Engineering Non-Invasive Vital Sign Monitoring Open access

Janosch Kunczik, Kerstin Hubbermann, Lucas Mösch, Andreas Follmann, Michael Czaplik, Carina Barbosa Pereira

24

citations
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
2022 International Workshop on Health Text Mining and Information Analysis (LOUHI) conference-paper Psychology Mental Health via Writing Open access

Sourabh Zanwar, Daniel Wiechmann, Elma Kerz

8

citations
Search for Supersymmetry in single lepton events and reinterpretation in the pMSSM-19 framework
2025 conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access

Frederic Engelke, Kerstin Borras, Dirk Krücker, Isabell-Alissandra Melzer-Pellmann, Lucas Wiens

0

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
A Hybrid Intrusion Detection System for Electric Vehicle Charging Infrastructure
2026 IEEE Internet of Things Journal article Engineering Smart Grid Security and Resilience Open access

Charukeshi Joglekar, Chijioke Eze, Danni Xiang, Antonello Monti

1

citations
An intrinsically explainable pipeline for MRI classification
2026 Zenodo (CERN European Organization for Nuclear Research) dissertation Computer Science Explainable Artificial Intelligence (XAI) Open access

Lars Quakulinski

0

citations
An intrinsically explainable pipeline for MRI classification
2026 Zenodo (CERN European Organization for Nuclear Research) dissertation Computer Science Explainable Artificial Intelligence (XAI) Open access

Lars Quakulinski

0

citations
A sustainable neuromorphic framework for disease diagnosis using digital medical imaging
2024 Computer Methods and Programs in Biomedicine Update article Neuroscience Brain Tumor Detection and Classification Open access

Rutwik Gulakala, Marcus Stoffel

5

citations
Bone2Gene: Next-generation Phenotyping of Rare Bone Diseases
2026 medRxiv preprint Arts and Humanities Forensic Anthropology and Bioarchaeology Studies Open access

Eike Bolmer, Philipp Schmidt, Isabel Fischer, Sebastian Rassmann, Adele Ruder, Alexander Hustinx, +53 more

1

citations
Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city
2023 Environment and Planning B Urban Analytics and City Science article Environmental Science Land Use and Ecosystem Services Open access

Chih‐Yu Chen, Florian Koch, Christa Reicher

20

citations