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Papers matching “class imbalance” 43

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Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition
2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification cited by 1 patent

Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi

109

citations
Optimized Federated Learning on Class-Biased Distributed Data Sources
2021 Communications in computer and information science conference-paper Computer Science Privacy-Preserving Technologies in Data

Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, Oya Beyan

7

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
Classification of Heart Sounds Using Convolutional Neural Network
2020 Applied Sciences article Medicine Phonocardiography and Auscultation Techniques Open access

Fan Li, Hong Xiang Tang, Shang Shang, Klaus Mathiak, Fengyu Cong

128

citations
Towards robust validation strategies for EO flood maps
2024 Remote Sensing of Environment article Environmental Science Flood Risk Assessment and Management Open access

Tim Landwehr, Antara Dasgupta, Björn Waske

17

citations
Enhancement of intelligent GPR detection based on category-aware generative framework of B-scan images
2026 Computer-Aided Civil and Infrastructure Engineering article Engineering Geophysical Methods and Applications Open access

Zuhao Wang, Guangyao Li, Fengzijun Pan, Zepeng Fan, Xiaopei Cai, Dawei Wang

0

citations
Do Geospatial Foundation Models Improve SAR-Based Flood Mapping?
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Antara Dasgupta, Moetez Zouaidi

0

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
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou, Pengfei Liu

4

citations
Sexism Detection on a Data Diet
2024 conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access

Rabiraj Bandyopadhyay, Dennis Assenmacher, José M. Alonso, Claudia Wagner

3

citations
Automatic Embedding Interventions for the Classification of Hematopoietic Cells
2022 2022 26th International Conference on Pattern Recognition (ICPR) conference-paper Computer Science Digital Imaging for Blood Diseases

Philipp Gräbel, Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, +1 more

0

citations
Dedicated Axillary MRI-Based Radiomics Analysis for the Prediction of Axillary Lymph Node Metastasis in Breast Cancer
2021 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Sanaz Samiei, Renée W. Y. Granzier, Abdalla Ibrahim, Sergey P. Primakov, Marc B. I. Lobbes, Regina G. H. Beets‐Tan, +4 more

37

citations
Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images
2023 Cancers article Computer Science AI in cancer detection Open access

Lukas Glänzer, Husam E. Masalkhi, Anjali A. Roeth, Thomas Schmitz‐Rode, Ioana Slabu

9

citations
Reliable detection of focal onset impaired awareness seizures in patients with epilepsy using wearable ECG: Development and validation study
2026 Computer Methods and Programs in Biomedicine article Medicine ECG Monitoring and Analysis Open access

Mohamed Alhaskir, Ekaterina Kutafina, Florian Linke, Florian P. Fischer, Elisabeth Schriewer, Stephan Lauxmann, +13 more

2

citations
GeHirNet: A Gender-Aware Hierarchical Model for Voice Pathology Classification
2025 arXiv (Cornell University) preprint Medicine Voice and Speech Disorders Open access

Fan Wu, Kaicheng Zhao, Elgar Fleisch, Filipe Barata

1

citations
Explainable Spike Detection Algorithm on C-fiber Microneurography Data using Weighted Hermite Variable Projection Neural Networks
2025 conference-paper Computer Science Neural Networks and Reservoir Computing

Dominika Darabos, Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer, +2 more

1

citations
Integrated Multimodal Data Pipelines for Intelligent Security Monitoring in Smart Cities
2025 Preprints.org preprint Computer Science Anomaly Detection Techniques and Applications Open access

Johannes Richter, Felix K. Wagner

0

citations
Stacked recurrent neural network for botnet detection in smart homes
2021 Computers & Electrical Engineering article Computer Science Network Security and Intrusion Detection

Segun Isaiah Popoola, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Haris Gacanin, Guan Gui

61

citations
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

citations
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning
2025 Transportation Research Record Journal of the Transportation Research Board article Computer Science Anomaly Detection Techniques and Applications Open access

Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Guo Song, Bart van Arem, Haneen Farah

2

citations
General adapted‐threshold monitoring in discrete environments and rules for imbalanced classes
2024 Statistica Neerlandica article Decision Sciences Advanced Statistical Process Monitoring Open access

Ansgar Steland, Ewaryst Rafajłowicz, Wojciech Rafajłowicz

1

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations