A GAN-Based Hybrid Approach for Addressing Class Imbalance in Machine Learning.
- Published in:
- Computer Science & Information Systems, 2025, v. 22, n. 3, p. 673, doi. 10.2298/CSIS231113014K
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- Publication type:
- Article
Works about GENERATIVE adversarial networks
Results: 5000
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A holistic framework for intradialytic hypotension prediction using generative adversarial networks-based data balancing.
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- BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03094-5
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- Publication type:
- Article
3
A novel hybrid generation technique of facial expressions using fine-tuning and auxiliary condition generative adversarial network.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3418, doi. 10.11591/ijece.v15i3.pp3418-3428
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- Publication type:
- Article
4
Improved YOLOv10 model for detecting surface defects on solar photovoltaic panels.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3319, doi. 10.11591/ijece.v15i3.pp3319-3331
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- Publication type:
- Article
5
Robust deep learning approach for accurate detection of brain tumor and analysis.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3226, doi. 10.11591/ijece.v15i3.pp3226-3237
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- Publication type:
- Article
6
SIGAN: A generative adversarial network architecture for sketch to photo synthesis.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3118, doi. 10.11591/ijece.v15i3.pp3118-3126
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- Publication type:
- Article
7
Enhancing malware detection with genetic algorithms and generative adversarial networks.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3064, doi. 10.11591/ijece.v15i3.pp3064-3074
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- Publication type:
- Article
8
Enhancing training performance for small models using data-centric approaches.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2951, doi. 10.11591/ijece.v15i3.pp2951-2964
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- Publication type:
- Article
9
Workpiece surface defect detection based on YOLOv11 and edge computing.
- Published in:
- PLoS ONE, 2025, v. 19, n. 7, p. 1, doi. 10.1371/journal.pone.0327546
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- Publication type:
- Article
10
Network models for temporal data reconstruction for dam health monitoring.
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- Computer-Aided Civil & Infrastructure Engineering, 2025, v. 40, n. 14, p. 2010, doi. 10.1111/mice.13431
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- Publication type:
- Article
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MTSR-GAN: achieving 2.5 m resolution from 10 m Sentinel-2 images with a novel super-resolution GAN framework.
- Published in:
- International Journal of Remote Sensing, 2025, v. 46, n. 14, p. 5303, doi. 10.1080/01431161.2025.2518505
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- Publication type:
- Article
12
Customized Generative Adversarial Imitation Learning for Driving Behavior Modeling in Traffic Simulation.
- Published in:
- 2025
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- Publication type:
- Conference Paper/Materials
13
EGAN: an ensemble adversarial network for topology-preserving EEG data generation for predicting cognitive load levels.
- Published in:
- Neural Computing & Applications, 2025, v. 37, n. 20, p. 15923, doi. 10.1007/s00521-025-11346-8
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- Publication type:
- Article
14
Quality prediction method for automotive body resistance spot welding based on digital twin technology.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09959-z
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- Publication type:
- Article
15
Novel 59-layer dense inception network for robust deepfake identification.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03889-6
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- Publication type:
- Article
16
The development of the generative adversarial supporting vector machine for molecular property generation.
- Published in:
- Journal of Cheminformatics, 2025, v. 17, n. 1, p. 1, doi. 10.1186/s13321-025-01052-x
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- Publication type:
- Article
17
Prediction of short-term anatomic prognosis for central serous chorioretinopathy using a generative adversarial network.
- Published in:
- Graefe's Archive of Clinical & Experimental Ophthalmology, 2025, v. 263, n. 6, p. 1523, doi. 10.1007/s00417-025-06786-w
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- Publication type:
- Article
18
Modeling and prediction of tribological properties of graphite-filled PTFE self-lubricating composites based on machine learning algorithms.
- Published in:
- Journal of Materials Science, 2025, v. 60, n. 26, p. 10788, doi. 10.1007/s10853-025-11049-4
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- Publication type:
- Article
19
Review of GAN-Based Person Re-Identification.
- Published in:
- Journal of New Media, 2021, v. 3, n. 1, p. 11, doi. 10.32604/jnm.2021.018027
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- Publication type:
- Article
20
Motion Control of Mobile Robots in Snowy Environments Using Semantic Segmentation —Temporally Consistent GAN-Based Image-to-Image Translation from Winter to Summer—.
- Published in:
- International Journal of Automation Technology, 2025, v. 19, n. 4, p. 575, doi. 10.20965/ijat.2025.p0575
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- Publication type:
- Article
21
Knowledge-inspired fusion strategies for the inference of PM<sub>2.5</sub> values with a neural network.
- Published in:
- Geoscientific Model Development, 2025, v. 18, n. 12, p. 3707, doi. 10.5194/gmd-18-3707-2025
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- Publication type:
- Article
22
Rolling Bearing Fault Detection Based on Self-Adaptive Wasserstein Dual Generative Adversarial Networks and Feature Fusion under Small Sample Conditions.
- Published in:
- Structural Durability & Health Monitoring (SDHM), 2025, v. 19, n. 4, p. 1011, doi. 10.32604/sdhm.2025.060596
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- Publication type:
- Article
23
Improving Object Detection Performance in Built Areas from Drone Imagery Using Deep-learning-based Super-resolution Techniques.
- Published in:
- Sensors & Materials, 2025, v. 37, n. 6, Part 4, p. 2663, doi. 10.18494/SAM5648
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- Publication type:
- Article
24
Multicase structural damage classification based on semisupervised generative adversarial network.
- Published in:
- Structural Health Monitoring, 2025, v. 24, n. 4, p. 2475, doi. 10.1177/14759217241258785
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- Publication type:
- Article
25
Deep learning-based organ-at-risk segmentation, registration and dosimetry on cone beam computed tomography images in radiation therapy: A comprehensive review.
- Published in:
- Journal of Cancer Research & Therapeutics, 2025, v. 21, n. 3, p. 523, doi. 10.4103/jcrt.jcrt_2006_24
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- Publication type:
- Article
26
Growth prediction of tomato seedlings based on causal LSTM and GAN.
- Published in:
- International Journal of Agricultural & Biological Engineering, 2025, v. 18, n. 3, p. 51, doi. 10.25165/j.ijabe.20251803.8757
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- Publication type:
- Article
27
FAULT DETECTION OF ROTATING MACHINERY IN THE PETROCHEMICAL INDUSTRY USING A DEEP LEARNING BASED APPROACH: TABNET – WGAN.
- Published in:
- Eastern-European Journal of Enterprise Technologies, 2025, v. 135, n. 1, p. 90, doi. 10.15587/1729-4061.2025.332597
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- Publication type:
- Article
28
Positive–negative prototypes fusion framework for open set recognition.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09625-4
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- Publication type:
- Article
29
A novel method in COPD diagnosing using respiratory signal generation based on CycleGAN and machine learning.
- Published in:
- Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 9, p. 1538, doi. 10.1080/10255842.2024.2329938
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- Publication type:
- Article
30
Advancing 1.5T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques.
- Published in:
- Frontiers in Human Neuroscience, 2025, p. 1, doi. 10.3389/fnhum.2025.1532395
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- Publication type:
- Article
31
应用深度学习网络的变电站二次测量回路误差评估.
- Published in:
- Electric Power, 2025, v. 58, n. 6, p. 206, doi. 10.11930/j.issn.1004-9649.202406003
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- Publication type:
- Article
32
Risk Level Identification of Train Dispatch Safety Based on CGAN-KPCA-BO-LSSVM.
- Published in:
- IAENG International Journal of Applied Mathematics, 2025, v. 55, n. 7, p. 2233
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- Publication type:
- Article
33
1D-GAN for improving offline handwritten signature verification based on small sets of real samples.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24541, doi. 10.1007/s11042-024-20517-z
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- Publication type:
- Article
34
HyperplaneGAN: a unified consistent translation framework for facial attribute editing.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24229, doi. 10.1007/s11042-024-20062-9
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- Article
35
Generative artificial intelligence: a systematic review and applications.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 23661, doi. 10.1007/s11042-024-20016-1
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- Publication type:
- Article
36
Effectiveness of generative adversarial networks in denoising medical imaging (CT/MRI images).
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 21891, doi. 10.1007/s11042-024-20130-0
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- Publication type:
- Article
37
Next-gen security for medical data: optical encryption empowered by generative adversarial networks.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22475, doi. 10.1007/s11042-024-19921-2
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- Publication type:
- Article
38
A systematic literature review on deepfake detection techniques.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22187, doi. 10.1007/s11042-024-19906-1
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- Publication type:
- Article
39
Employing cross-domain modelings for robust object detection in dynamic environment of autonomous vehicles.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 23211, doi. 10.1007/s11042-024-19409-z
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- Publication type:
- Article
40
Conv-attention ViT for classification of multi-label class imbalanced data of lung thoracic diseases.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 21747, doi. 10.1007/s11042-024-20363-z
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- Publication type:
- Article
41
A systematic literature review of visual feature learning: deep learning techniques, applications, challenges and future directions.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 20439, doi. 10.1007/s11042-024-19823-3
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- Publication type:
- Article
42
Securing IoT Networks with SYN-GAN: A Robust Intrusion Detection System Using GAN-Generated Data.
- Published in:
- IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2391
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- Publication type:
- Article
43
Artificial Intelligence Meets Bioequivalence: Using Generative Adversarial Networks for Smarter, Smaller Trials.
- Published in:
- Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 47, doi. 10.3390/make7020047
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- Publication type:
- Article
44
A Collision Risk Control Model for Mechanical Engineering Vehicles Based on Image Road Condition Monitoring Method.
- Published in:
- International Journal of Automotive & Mechanical Engineering, 2025, v. 22, n. 2, p. 12417, doi. 10.15282/ijame.22.2.2025.13.0950
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- Publication type:
- Article
45
A Novel Feature Enhancement Approach for Image Design Through Transformer-Integrated Generative Adversarial Network.
- Published in:
- Journal of Circuits, Systems & Computers, 2025, v. 34, n. 14, p. 1, doi. 10.1142/S0218126625502500
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- Publication type:
- Article
46
Design and Analysis of Electricity Anomaly Detection and Diagnosis Models Based on Generative Adversarial Networks.
- Published in:
- International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425403304
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- Publication type:
- Article
47
Diagnosis of unbalanced bearing fault samples based on cycle generative adversarial networks.
- Published in:
- Neural Computing & Applications, 2025, v. 37, n. 19, p. 13447, doi. 10.1007/s00521-025-11265-8
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- Publication type:
- Article
48
GPRN: GAN-based prototype refinement network for few-shot learning.
- Published in:
- Neural Computing & Applications, 2025, v. 37, n. 19, p. 14127, doi. 10.1007/s00521-025-11235-0
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- Publication type:
- Article
49
Efficient and accurate brain tumor detection and classification using advanced hybrid filtering and self-attention generative adversarial networks.
- Published in:
- Neural Computing & Applications, 2025, v. 37, n. 19, p. 14097, doi. 10.1007/s00521-025-11216-3
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- Publication type:
- Article
50
A hybrid deep learning framework for solar irradiation prediction based on regional satellite images and data.
- Published in:
- Neural Computing & Applications, 2025, v. 37, n. 19, p. 14327, doi. 10.1007/s00521-025-11197-3
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- Publication type:
- Article