Works matching DE "DATA augmentation"

Results: 4343

PGRS-FaultNet: A Fusion Model for Fault Detection and Prediction in Intelligent Manufacturing.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 11, p. 1, doi. 10.1142/S0218126625502433

By:

Jiang, Xingmeng;
Hu, Daidi

Publication type:

Article

Few-shot SAR target recognition based on deep causal metric learning.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 12, p. 4629, doi. 10.1080/01431161.2025.2511204

By:

Wang, Ke;
Qiao, Qi;
Mao, Yuqian;
Xu, Yihan

Publication type:

Article

基于改进YOLOv8 的无人机视角下高速公路异常目标检测方法.

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Journal of Computer Engineering & Applications, 2025, v. 61, n. 11, p. 105, doi. 10.3778/j.issn.1002-8331.2410-0243

By:

王芯蕊;
王慧琴;
王可;
郭楠

Publication type:

Article

An Ultrasonic Signal Recognition Method for Roll Defects Based on C-GAN and CNN-Attention.

Published in:

Russian Journal of Nondestructive Testing, 2025, v. 61, n. 2, p. 197, doi. 10.1134/S1061830924603349

By:

Lian, Jinhong;
Zhu, Yinlong;
Chen, Wei;
Liu, Ying;
Yan, Xiaoan

Publication type:

Article

Efficiently charting the space of mixed vacancy-ordered perovskites by machine-learning encoded atomic-site information.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01667-6

By:

Zhang, Fan;
Fu, Li;
Gao, Weiwei;
Zhang, Peihong;
Zhao, Jijun

Publication type:

Article

A comparative analysis of deep learning architectures with data augmentation and multichannel input for locoregional breast cancer radiotherapy.

Published in:

Journal of Applied Clinical Medical Physics, 2025, v. 26, n. 6, p. 1, doi. 10.1002/acm2.70047

By:

Klarenberg, Rosalie;
Bakx, Nienke L. M.;
Hurkmans, Coen W.

Publication type:

Article

Pixel‐wise anomaly detection on road by encoder–decoder semantic segmentation framework with driving vigilance.

Published in:

Computer-Aided Civil & Infrastructure Engineering, 2025, v. 40, n. 15, p. 2190, doi. 10.1111/mice.13443

By:

Liu, Yipeng;
Wu, Jianqing;
Song, Xiuguang

Publication type:

Article

Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4690, doi. 10.1007/s11263-025-02396-5

By:

Josi, Arthur;
Alehdaghi, Mahdi;
Cruz, Rafael M. O.;
Granger, Eric

Publication type:

Article

Unknown Support Prototype Set for Open Set Recognition.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4366, doi. 10.1007/s11263-025-02384-9

By:

Jiang, Guosong;
Zhu, Pengfei;
Cao, Bing;
Chen, Dongyue;
Hu, Qinghua

Publication type:

Article

Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4294, doi. 10.1007/s11263-025-02372-z

By:

Mittal, Sudhanshu;
Niemeijer, Joshua;
Çiçek, Özgün;
Tatarchenko, Maxim;
Ehrhardt, Jan;
Schäfer, Jörg P.;
Handels, Heinz;
Brox, Thomas

Publication type:

Article

基于注意力机制及 GSConv-YOLOv8 的淡水鱼鱼病检测方法.

Published in:

Fishery Modernization, 2025, v. 52, n. 2, p. 118, doi. 10.3969/j.issn.1007-9580.2025.02.013

By:

王怡飞;
袁红春

Publication type:

Article

基于 LCVAE-CNN 的多任务室内 Wi-Fi 指纹定位方法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 6, p. 1844, doi. 10.19734/j.issn.1001-3695.2024.10.0461

By:

吴仕勋;
曾鑫睿;
徐凯;
蓝章礼;
张淼;
金悦

Publication type:

Article

Visible-infrared person re-identification with region-based augmentation and cross modality attention.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01979-z

By:

Guo, Yuwei;
Zhang, Wenhao;
Jiao, Licheng;
Wang, Shuang;
Wang, Shuo;
Liu, Fang

Publication type:

Article

Convolutional Neural Network based Automatic Detection of Visible Faults in a Photovoltaic Module.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2025, v. 47, n. 1, p. 6270, doi. 10.1080/15567036.2021.1905753

By:

Sridharan, Naveen Venkatesh;
Sugumaran, V

Publication type:

Article

A copula-based data augmentation strategy for the sensitivity analysis of extreme operational losses.

Published in:

Quantitative Finance, 2025, v. 25, n. 5, p. 841, doi. 10.1080/14697688.2025.2487103

By:

Khorrami Chokami, A.;
Rabitti, G.

Publication type:

Article

Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images.

Published in:

International Arab Journal of Information Technology (IAJIT), 2025, v. 22, n. 3, p. 614, doi. 10.34028/iajit/22/3/14

By:

Haripriya, K. P.;
Inbarani, H. Hannah

Publication type:

Article

Uncertainty quantification for variational Bayesian dropout based deep bidirectional LSTM networks.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 5, p. 2021, doi. 10.1007/s00477-025-02956-8

By:

Sardar, Iqra;
Noor, Farzana;
Iqbal, Muhammad Javed;
Alsanad, Ahmed;
Akbar, Muhammad Azeem

Publication type:

Article

Transfer learning for accurate brain tumor classification in MRI: a step forward in medical diagnostics.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02671-4

By:

Khan, Muhammad Adnan;
Hussain, Muhammad Zahid;
Mehmood, Shahid;
Khan, Muhammad Farhan;
Ahmad, Munir;
Mazhar, Tehseen;
Shahzad, Tariq;
Saeed, Mamoon M.

Publication type:

Article

A Novel Approach Deep Learning Framework for Automatic Detection of Diseases in Retinal Fundus Images.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 1485, doi. 10.32604/cmes.2025.063239

By:

Anvesh, Kachi;
Reshmi, Bharati M.;
Hariharan, Shanmugasundaram;
Reddy, H. Venkateshwara;
Krishnamoorthy, Murugaperumal;
Kukreja, Vinay;
Chen, Shih-Yu

Publication type:

Article

基于大语言模型的虚假信息检测框架综述.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 6, p. 1414, doi. 10.3778/j.issn.1673-9418.2411001

By:

张欣;
孙靖超

Publication type:

Article

基于大语言模型的NLP数据增强方法综述.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 6, p. 1395, doi. 10.3778/j.issn.1673-9418.2410054

By:

许德龙;
林民;
王玉荣;
张树钧

Publication type:

Article

Augmented Ensemble Model (AEM) for health trends prediction on social networks.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0323449

By:

Saini, Sonia;
Agarwal, Ruchi;
Singh, S.P.;
Gupta, Punit;
Vidhyarthi, Ankit;
Verma, Rohit

Publication type:

Article

Development of SMOTET-LSTM Model Based on Hyperparameter Tuning for Fault Classification in Multi-Sensor Nodes.

Published in:

International Journal of Computers, Communications & Control, 2025, v. 20, n. 3, p. 1, doi. 10.15837/ijccc.2025.3.7046

By:

Şansal, Uğur;
Ersoy, Mevlüt

Publication type:

Article

A Novel Deep Feature Extraction Approach Based on DenseNet201 and ResNet50 for Cotton Leaf Disease Detection.

Published in:

Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi, 2025, v. 16, n. 1, p. 125, doi. 10.24012/dumf.1614458

By:

BAYĞIN, Nursena

Publication type:

Article

Hybrid Sequence Augmentation and Optimized Contrastive Loss Recommendation.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 517, doi. 10.14569/ijacsa.2025.0160550

By:

Minghui Li;
Xiaodong Cai

Publication type:

Article

FB-PNet: A Semantic Segmentation Model for Automated Plant Leaf and Disease Annotation: Automated Plant Leaf and Disease Annotation.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 505, doi. 10.14569/ijacsa.2025.0160549

By:

Dinesh, P.;
Lakshmanan, Ramanathan

Publication type:

Article

Enhanced Bidirectional LSTM for Sentiment Analysis of Learners' Posts in MOOCs.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 163, doi. 10.14569/ijacsa.2025.0160517

By:

Fri, Chakir;
Elouahbi, Rachid;
Taki, Youssef;
Remaida, Ahmed

Publication type:

Article

Optimizing Land Image Classification: A Deep Learning Approach with ResNet-101 on the EuroSAT Dataset.

Published in:

International Journal of Engineering & Geosciences, 2025, v. 10, n. 2, p. 197, doi. 10.26833/ijeg.1538708

By:

Celik, Fatih;
Celik, Kemal

Publication type:

Article

Leveraging deep semantic segmentation for assisted weed detection.

Published in:

Journal of Agricultural Engineering (1974-7071), 2025, v. 56, n. 2, p. 56, doi. 10.4081/jae.2025.1741

By:

Garibaldi-Márquez, Francisco;
Flores, Gerardo;
Valentín-Coronado, Luis M.

Publication type:

Article

Attention-enhanced residual U-Net: lymph node segmentation method with bimodal MRI images.

Published in:

BioMedical Engineering OnLine, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12938-025-01400-w

By:

Qiu, Juping;
Chen, Chunxia;
Li, Ming;
Hong, Jingde;
Dong, Binhua;
Xu, Shangyue;
Lin, Yongping

Publication type:

Article

Generative artificial intelligence enables the generation of bone scintigraphy images and improves generalization of deep learning models in data-constrained environments.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2355, doi. 10.1007/s00259-025-07091-8

By:

Haberl, David;
Ning, Jing;
Kluge, Kilian;
Kumpf, Katarina;
Yu, Josef;
Jiang, Zewen;
Constantino, Claudia;
Monaci, Alice;
Starace, Maria;
Haug, Alexander R.;
Calabretta, Raffaella;
Camoni, Luca;
Bertagna, Francesco;
Mascherbauer, Katharina;
Hofer, Felix;
Albano, Domenico;
Sciagra, Roberto;
Oliveira, Francisco;
Costa, Durval;
Nitsche, Christian

Publication type:

Article

Enhanced ResNet50 for Diabetic Retinopathy Classification: External Attention and Modified Residual Branch.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1557, doi. 10.3390/math13101557

By:

Feng, Menglong;
Cai, Yixuan;
Yan, Shen

Publication type:

Article

Few-Shot Face Recognition: Leveraging GAN for Effective Data Augmentation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2003, doi. 10.3390/electronics14102003

By:

Li, Shuhui;
Yue, Cai;
Zhou, Hang

Publication type:

Article

Vision Transformers for Efficient Indoor Pathloss Radio Map Prediction.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 1905, doi. 10.3390/electronics14101905

By:

Mkrtchyan, Rafayel;
Ghukasyan, Edvard;
Petrosyan, Khoren;
Khachatrian, Hrant;
Raptis, Theofanis P.

Publication type:

Article

Few-Shot Data Augmentation by Morphology-Constrained Latent Diffusion for Enhanced Nematode Recognition.

Published in:

Computers (2073-431X), 2025, v. 14, n. 5, p. 198, doi. 10.3390/computers14050198

By:

Ouyang, Xiong;
Zhuang, Jiayan;
Gu, Jianfeng;
Ye, Sichao

Publication type:

Article

ViX-MangoEFormer: An Enhanced Vision Transformer–EfficientFormer and Stacking Ensemble Approach for Mango Leaf Disease Recognition with Explainable Artificial Intelligence.

Published in:

Computers (2073-431X), 2025, v. 14, n. 5, p. 171, doi. 10.3390/computers14050171

By:

Noman, Abdullah Al;
Hossain, Amira;
Sakib, Anamul;
Debnath, Jesika;
Fardin, Hasib;
Sakib, Abdullah Al;
Haque, Rezaul;
Ahmed, Md. Redwan;
Reza, Ahmed Wasif;
Dewan, M. Ali Akber

Publication type:

Article

YOLOv11-RDTNet: A Lightweight Model for Citrus Pest and Disease Identification Based on an Improved YOLOv11n.

Published in:

Agronomy, 2025, v. 15, n. 5, p. 1252, doi. 10.3390/agronomy15051252

By:

Dai, Qiufang;
Liang, Shiyao;
Li, Zhen;
Lyu, Shilei;
Xue, Xiuyun;
Song, Shuran;
Huang, Ying;
Zhang, Shaoyu;
Fu, Jiaheng

Publication type:

Article

A Review of Artificial Intelligence Techniques for Wheat Crop Monitoring and Management.

Published in:

Agronomy, 2025, v. 15, n. 5, p. 1157, doi. 10.3390/agronomy15051157

By:

Barbedo, Jayme Garcia Arnal

Publication type:

Article

Apple Pest and Disease Detection Network with Partial Multi-Scale Feature Extraction and Efficient Hierarchical Feature Fusion.

Published in:

Agronomy, 2025, v. 15, n. 5, p. 1043, doi. 10.3390/agronomy15051043

By:

Bao, Weihao;
Zhang, Fuquan

Publication type:

Article

Research on Storage Grain Temperature Prediction Method Based on FTA-CNN-SE-LSTM with Dual-Domain Data Augmentation and Deep Learning.

Published in:

Foods, 2025, v. 14, n. 10, p. 1671, doi. 10.3390/foods14101671

By:

Peng, Hailong;
Zhu, Yuhua;
Li, Zhihui

Publication type:

Article

A CNN-Based Method for Quantitative Assessment of Steel Microstructures in Welded Zones.

Published in:

Fibers, 2025, v. 13, n. 5, p. 66, doi. 10.3390/fib13050066

By:

Almeida, Cássio Danelon de;
Filgueiras, Thales Tozatto;
Lagares Jr., Moisés Luiz;
Macêdo, Bruno da Silva;
Saporetti, Camila Martins;
Bodini, Matteo;
Goliatt, Leonardo

Publication type:

Article

Explicit intent enhanced contrastive learning with denoising networks for sequential recommendation.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03047-y

By:

Sheng, Jinfang;
Zhang, Xuhao;
Wang, Bin

Publication type:

Article

Enhancing Office Comfort with Personal Comfort Systems: A Data-Driven Machine Learning Approach.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 10, p. 1676, doi. 10.3390/buildings15101676

By:

Wegertseder-Martinez, Paulina;
Restrepo-Medina, Silvia E.;
Aedo-García, Roberto;
Soto-Concha, Raul

Publication type:

Article

Perspective Transformation and Viewpoint Attention Enhancement for Generative Adversarial Networks in Endoscopic Image Augmentation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5655, doi. 10.3390/app15105655

By:

Janutėnas, Laimonas;
Šešok, Dmitrij

Publication type:

Article

Synthetic Text as Data: On Usefulness and Limitations.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5460, doi. 10.3390/app15105460

By:

Choi, Seoyeon;
Sim, Jaein;
Choi, Guebin

Publication type:

Article

Multi-Dimensional Feature Fusion and Enhanced Attention Streaming Movie Prediction Algorithm.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5372, doi. 10.3390/app15105372

By:

Hu, Hanqing;
Tian, Tianmu;
Liu, Chengjing;
Bai, Xueyuan

Publication type:

Article

Deep Learning-Enhanced Spectrogram Analysis for Anatomical Region Classification in Biomedical Signals.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5313, doi. 10.3390/app15105313

By:

Karim, Abdul;
Ryu, Semin;
Jeong, In cheol

Publication type:

Article

Deep Watermarking Based on Swin Transformer for Deep Model Protection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5250, doi. 10.3390/app15105250

By:

Un, Cheng-Hin;
Choi, Ka-Cheng

Publication type:

Article

Comparison of Deep Transfer Learning Against Contrastive Learning in Industrial Quality Applications for Heavily Unbalanced Data Scenarios When Data Augmentation Is Limited.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3048, doi. 10.3390/s25103048

By:

Farmanesh, Amir;
Sanchis, Raúl G.;
Ordieres-Meré, Joaquín

Publication type:

Article

A Few-Shot Steel Surface Defect Generation Method Based on Diffusion Models.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3038, doi. 10.3390/s25103038

By:

Li, Hongjie;
Liu, Yang;
Liu, Chuni;
Pang, Hongxuan;
Xu, Ke

Publication type:

Article