Works matching DE "DATA augmentation"

Results: 4376

Artificial Intelligence in Melanoma Detection: A Review of Current Technologies and Future Directions.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/3164952

By:

Alam, Fakhre;
Ullah, Asad;
Shah, Dilawar;
Ali, Shujaat;
Tahir, Muhammad;
Yang, Yingjie

Publication type:

Article

Bird Species Classification Using Image Background Removal for Data Augmentation.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 791, doi. 10.32604/cmc.2025.065048

By:

Zhao, Yu-Xiang;
Lee, Yi

Publication type:

Article

ONTDAS: An Optimized Noise-Based Traffic Data Augmentation System for Generalizability Improvement of Traffic Classifiers.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 365, doi. 10.32604/cmc.2025.064438

By:

Yu, Rongwei;
Yin, Jie;
Xiang, Jingyi;
Shao, Qiyun;
Wang, Lina

Publication type:

Article

A Deep Learning Approach to Classification of Diseases in Date Palm Leaves.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1329, doi. 10.32604/cmc.2025.063961

By:

Sagheer, Sameera V Mohd;
P V, Orwel;
Ameer, P M;
BaQais, Amal;
Kalathil, Shaeen

Publication type:

Article

Diabetes Prediction Using ADASYN-Based Data Augmentation and CNN-BiGRU Deep Learning Model.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 811, doi. 10.32604/cmc.2025.063686

By:

Fatima, Tehreem;
Xia, Kewen;
Yang, Wenbiao;
Ul Ain, Qurat;
Perera, Poornima Lankani

Publication type:

Article

The Future of Artificial Intelligence in the Face of Data Scarcity.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1073, doi. 10.32604/cmc.2025.063551

By:

Abdalla, Hemn Barzan;
Kumar, Yulia;
Marchena, Jose;
Guzman, Stephany;
Awlla, Ardalan;
Gheisari, Mehdi;
Cheraghy, Maryam

Publication type:

Article

A Data-Enhanced Deep Learning Approach for Emergency Domain Question Intention Recognition in Urban Rail Transit.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1597, doi. 10.32604/cmc.2025.062779

By:

Chen, Yinuo;
Wu, Xu;
Fan, Jiaxin;
Zhu, Guangyu

Publication type:

Article

Salient Features Guided Augmentation for Enhanced Deep Learning Classification in Hematoxylin and Eosin Images.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1711, doi. 10.32604/cmc.2025.062489

By:

Li, Tengyue;
Song, Shuangli;
Zhou, Jiaming;
Fong, Simon;
Li, Geyue;
Song, Qun;
Mohammed, Sabah;
Lin, Weiwei;
Gao, Juntao

Publication type:

Article

ADOPTION OF X-RAY IMAGE BONE DENSITY INTELLIGENT RECOGNITION IN EARLY DIAGNOSIS OF PERIODONTAL DISEASE.

Published in:

Journal of Mechanics in Medicine & Biology, 2025, v. 25, n. 5, p. 1, doi. 10.1142/S021951942540041X

By:

XU, HUA;
MA, XIAOLAN;
ZHANG, CHI;
ZHANG, YANAN;
ZHENG, KAIYUE;
ZOU, QIAN;
LV, YANYANG;
BAI, XIAOBEI;
WANG, HONGWEI

Publication type:

Article

基于改进 RT-DETR的异形电子元件表面缺陷检测算法.

Published in:

Journal of South China Normal University (Natural Science Edition) / Huanan Shifan Daxue Xuebao (Ziran Kexue Ban), 2025, v. 57, n. 2, p. 85, doi. 10.6054/j.jscnun.2025021

By:

宣丽萍;
陈济禾;
甘一坤;
刘海镔;
曾北兴;
曹子孝

Publication type:

Article

泥石流视频图像跟踪检测方法研究.

Published in:

Advances in Earth Science (1001-8166), 2025, v. 40, n. 4, p. 388, doi. 10.11867/j.issn.1001-8166.2025.030.

By:

周杰;
巨能攀;
张燕;
田华兵;
何朝阳

Publication type:

Article

An Optimized Deep Learning Model with Enhanced Padding for Early Detection of Retinal Diseases.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 462

By:

Swapna, Ch.;
Susmitha, Kasa;
Hemaza, Bandaru;
Thanusri, Adudodla;
Aravind, Akuthota

Publication type:

Article

Boosting 3D Object Detection with Adversarial Adaptive Data Augmentation Strategy.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3493, doi. 10.3390/s25113493

By:

Li, Shihao;
Li, Jingsong;
Fu, Jianghua;
Chen, Qiuyue

Publication type:

Article

Sustainable Self-Training Pig Detection System with Augmented Single Labeled Target Data for Solving Domain Shift Problem.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3406, doi. 10.3390/s25113406

By:

Lee, Junhee;
Chae, Heechan;
Son, Seungwook;
Seo, Jongwoong;
Suh, Yooil;
Lee, Jonguk;
Chung, Yongwha;
Park, Daihee

Publication type:

Article

VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3367, doi. 10.3390/s25113367

By:

Dhakal, Sudip;
Qu, Deyuan;
Carrillo, Dominic;
Dehghani Tezerjani, Mohammad;
Yang, Qing

Publication type:

Article

An ensemble-based 3D residual network for the classification of Alzheimer's disease.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324520

By:

Yang, Xiaoli;
Zhou, Jiayi;
Wang, Chenchen;
Li, Xiao;
Wang, Jiawen;
Duan, Angchao;
Du, Nuan

Publication type:

Article

A Hybrid Algorithm with a Data Augmentation Method to Enhance the Performance of the Zero-Inflated Bernoulli Model.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1702, doi. 10.3390/math13111702

By:

Su, Chih-Jen;
Chen, I-Fei;
Tsai, Tzong-Ru;
Lio, Yuhlong

Publication type:

Article

Concatenation Augmentation for Improving Deep Learning Models in Finance NLP with Scarce Data.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2289, doi. 10.3390/electronics14112289

By:

Vaca, César;
Román-Gallego, Jesús-Ángel;
Barroso-García, Verónica;
Tejerina, Fernando;
Sahelices, Benjamín

Publication type:

Article

Large Language Model Text Adversarial Defense Method Based on Disturbance Detection and Error Correction.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2267, doi. 10.3390/electronics14112267

By:

Che, Lei;
Wu, Chengcong;
Hou, Yan

Publication type:

Article

Improving Text Classification of Imbalanced Call Center Conversations Through Data Cleansing, Augmentation, and NER Metadata.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2259, doi. 10.3390/electronics14112259

By:

Jurn, Sihyoung;
Kim, Wooje

Publication type:

Article

DLF-YOLO: A Dynamic Synergy Attention-Guided Lightweight Framework for Few-Shot Clothing Trademark Defect Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2113, doi. 10.3390/electronics14112113

By:

Chen, Kefeng;
Zhou, Xinpiao;
Ren, Jia

Publication type:

Article

VAE-GAN-Guided Cross-Class Generation: A Class Imbalance Data Augmentation Method for Network Intrusion Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2103, doi. 10.3390/electronics14112103

By:

Kang, Fuyuan;
Feng, Tao;
Lin, Jiaqi

Publication type:

Article

Enhancing Bee Mite Detection with YOLO: The Role of Data Augmentation and Stratified Sampling.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1221, doi. 10.3390/agriculture15111221

By:

Lee, Hong-Gu;
Shin, Jeong-Yong;
Kim, Su-Bae;
Kim, Min-Jee;
Kim, Moon S.;
Lee, Hoyoung;
Mo, Changyeun

Publication type:

Article

基于生成式样本合成的工件缺陷样本数据增强.

Published in:

Journal of Guangdong University of Technology, 2025, v. 42, n. 3, p. 27, doi. 10.12052/gdutxb.240056

By:

李晋芳;
肖立宝;
何明桐;
莫建清

Publication type:

Article

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

High-Cycle Fatigue Life Prediction of Additive Manufacturing Inconel 718 Alloy via Machine Learning.

Published in:

Materials (1996-1944), 2025, v. 18, n. 11, p. 2604, doi. 10.3390/ma18112604

By:

Song, Zongxian;
Peng, Jinling;
Zhu, Lina;
Deng, Caiyan;
Zhao, Yangyang;
Guo, Qingya;
Zhu, Angran

Publication type:

Article

YOLO-SCNet: A Framework for Enhanced Detection of Small Lunar Craters.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1959, doi. 10.3390/rs17111959

By:

Zuo, Wei;
Gao, Xingye;
Wu, Di;
Liu, Jiaqian;
Zeng, Xingguo;
Li, Chunlai

Publication type:

Article

A Global Coseismic InSAR Dataset for Deep Learning: Automated Construction from Sentinel-1 Observations (2015–2024).

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1832, doi. 10.3390/rs17111832

By:

Liu, Xu;
Wang, Zhenjie;
Zhang, Yingfeng;
Shan, Xinjian;
Liu, Ziwei

Publication type:

Article

Spatial-Spectral Linear Extrapolation for Cross-Scene Hyperspectral Image Classification.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1816, doi. 10.3390/rs17111816

By:

Lin, Lianlei;
Zhao, Hanqing;
Gao, Sheng;
Wang, Junkai;
Zhang, Zongwei

Publication type:

Article

Parallel VMamba and Attention-Based Pneumonia Severity Prediction from CXRs: A Robust Model with Segmented Lung Replacement Augmentation.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1301, doi. 10.3390/diagnostics15111301

By:

Slika, Bouthaina;
Dornaika, Fadi;
Hammoudi, Karim

Publication type:

Article

A Study on Small-Scale Snake Image Classification Based on Improved SimCLR.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6290, doi. 10.3390/app15116290

By:

Li, Lingyan;
Kang, Ruiqing;
Huang, Wenjie;
Feng, Wenhui

Publication type:

Article

MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6225, doi. 10.3390/app15116225

By:

Guo, Chenxi;
Potekhin, Vyacheslav V.;
Li, Peng;
Kovalchuk, Elena A.;
Lian, Jing

Publication type:

Article

Hybrid Transform-Based Feature Extraction for Skin Lesion Classification Using RGB and Grayscale Analysis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5860, doi. 10.3390/app15115860

By:

López-Ávila, Luis Felipe;
Álvarez-Borrego, Josué

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.

Published in:

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