Works matching DE "DATA augmentation"

Results: 4313

Hybrid Sequence Augmentation and Optimized Contrastive Loss Recommendation.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 517

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

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

By:

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

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

LarGAN: A Label Auto-Rescaling Generation Adversarial Network for Rare Surface Defects.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 2958, doi. 10.3390/s25102958

By:

Qin, Guan;
Zhang, Hanxin;
Xu, Ke;
Pan, Liaoting;
Huang, Lei;
Huang, Xuezhong;
Wei, Yi

Publication type:

Article

Improving State-of-Health Estimation for Lithium-Ion Batteries Based on a Generative Adversarial Network and Partial Discharge Profiles.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 5, p. 277, doi. 10.3390/wevj16050277

By:

Zhang, Hangyu;
Lai, Yi-Horng

Publication type:

Article

Automated Detection and Counting of Gossypium barbadense Fruits in Peruvian Crops Using Convolutional Neural Networks.

Published in:

AgriEngineering, 2025, v. 7, n. 5, p. 152, doi. 10.3390/agriengineering7050152

By:

Ballena-Ruiz, Juan;
Arcila-Diaz, Juan;
Tuesta-Monteza, Victor

Publication type:

Article

Scalable training of neural network potentials for complex interfaces through data augmentation.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01651-0

By:

Yeu, In Won;
Stuke, Annika;
López-Zorrilla, Jon;
Stevenson, James M.;
Reichman, David R.;
Friesner, Richard A.;
Urban, Alexander;
Artrith, Nongnuch

Publication type:

Article

A methodology for nuclei segmentation in H&E images using EfficientNetB7 guided U-Net and multiple data augmentation strategies.

Published in:

Turkish Journal of Electrical Engineering & Computer Sciences, 2025, v. 33, n. 3, p. 372, doi. 10.55730/1300-0632.4132

By:

ATLAN, Furkan;
HANÇER, Emrah

Publication type:

Article

Detection of Aflatoxin B1 in Maize Silage Based on Hyperspectral Imaging Technology.

Published in:

Agriculture; Basel, 2025, v. 15, n. 10, p. 1023, doi. 10.3390/agriculture15101023

By:

Guo, Lina;
Tian, Haiqing;
Wan, Daqian;
Yu, Yang;
Zhao, Kai;
Zheng, Xinglu;
Li, Haijun;
Sun, Jianying

Publication type:

Article

基于特征插值 TSCTransMix-CapsNet 的轴承故障分类模型.

Published in:

Journal of Mechanical & Electrical Engineering, 2025, v. 42, n. 4, p. 607, doi. 10.3969/j.issn.1001-4551.2025.04.001

By:

任义;
孙明丽;
栾方军;
袁帅

Publication type:

Article

基于改进图神经网络图形样本聚合的增量学习模型.

Published in:

Journal of Mechanical & Electrical Engineering, 2025, v. 42, n. 3, p. 549, doi. 10.3969/j.issn.1001-4551.2025.03.015

By:

刘振柱;
侯乔文;
兰媛;
于磊;
牛蔺楷

Publication type:

Article

Development and Training of a Neural Network Filter for Satellite Images Processing.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2024, v. 48, n. 2/W5, p. 9, doi. 10.5194/isprs-archives-XLVIII-2-W5-2024-9-2024

By:

Andriyanov, Nikita;
Kim, Alexandr

Publication type:

Article

An Interval Autocorrelation Mix-Up of Data Augmentation Based on the Time Series Prediction for Wastewater Treatment Model.

Published in:

Water (20734441), 2025, v. 17, n. 10, p. 1525, doi. 10.3390/w17101525

By:

Fang, Qunhao;
Cui, Xin;
Ning, Haoran;
Zhao, Huimin;
Chen, Xiaoming

Publication type:

Article

Enhancing Dongba Pictograph Recognition Using Convolutional Neural Networks and Data Augmentation Techniques.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 362, doi. 10.3390/info16050362

By:

Li, Shihui;
Nguyen, Lan Thi;
Chansanam, Wirapong;
Iam-On, Natthakan;
Boongoen, Tossapon

Publication type:

Article

Optimized Deep Learning for Mammography: Augmentation and Tailored Architectures.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 359, doi. 10.3390/info16050359

By:

Hussain, Syed Ibrar;
Toscano, Elena

Publication type:

Article

Stroke Detection in Brain CT Images Using Convolutional Neural Networks: Model Development, Optimization and Interpretability.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 345, doi. 10.3390/info16050345

By:

Abdi, Hassan;
Sattar, Mian Usman;
Hasan, Raza;
Dattana, Vishal;
Mahmood, Salman

Publication type:

Article

Mitigating Class Imbalance in Network Intrusion Detection with Feature-Regularized GANs.

Published in:

Future Internet, 2025, v. 17, n. 5, p. 216, doi. 10.3390/fi17050216

By:

Li, Jing;
Zong, Wei;
Chow, Yang-Wai;
Susilo, Willy

Publication type:

Article

FedOPCS: An Optimized Poisoning Countermeasure for Non-IID Federated Learning with Privacy-Preserving Stability.

Published in:

Symmetry (20738994), 2025, v. 17, n. 5, p. 782, doi. 10.3390/sym17050782

By:

Bai, Fenhua;
Zhao, Yinqi;
Shen, Tao;
Zeng, Kai;
Zhang, Xiaohui;
Zhang, Chi

Publication type:

Article

On the Robustness of Individual Tree Segmentation to Data Adversarial Attacks from Remote Sensing Point Clouds.

Published in:

Symmetry (20738994), 2025, v. 17, n. 5, p. 688, doi. 10.3390/sym17050688

By:

Shen, Renhao;
Miao, Yongwei;
Liu, Haijian

Publication type:

Article

Generative Neural Networks for Addressing the Bioequivalence of Highly Variable Drugs.

Published in:

Algorithms, 2025, v. 18, n. 5, p. 266, doi. 10.3390/a18050266

By:

Nikolopoulos, Anastasios;
Karalis, Vangelis D.

Publication type:

Article

TransembleNet: Enhancing vector mosquito species classification through transfer learning-based ensemble model.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0322171

By:

Al Maruf, Abdullah;
Mahmudul Haque, Md.;
Ara Rumy, Rownuk;
Jahan Puspo, Jasmin;
Aung, Zeyar

Publication type:

Article

Mobile based deep CNN model for maize leaf disease detection and classification.

Published in:

Plant Methods, 2025, v. 21, n. 1, p. 1, doi. 10.1186/s13007-025-01386-5

By:

Askale, Getnet Tigabie;
Yibel, Achenef Behulu;
Taye, Belayneh Matebie;
Wubneh, Gashaw Desalegn

Publication type:

Article

Data Augmentation for Enhanced Fish Detection in Lake Environments: Affine Transformations, Neural Filters, SinGAN.

Published in:

Animals (2076-2615), 2025, v. 15, n. 10, p. 1466, doi. 10.3390/ani15101466

By:

Watanabe, Kidai;
Nguyen-Nhu, Thao;
Takano, Saya;
Mori, Daisuke;
Fujimoto, Yasufumi

Publication type:

Article

RFA: Regularized Feature Alignment Method for Cross-Subject Human Activity Recognition.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 8, p. 1, doi. 10.1142/S0218001425510085

By:

Yang, Zhe;
Fu, Hao;
Huan, Ruohong;
Qu, Mengjie;
Pan, Yun

Publication type:

Article

Apoyo al diagnóstico de neumonía y detección de opacidades pulmonares usando segmentación de instancias semánticas en imágenes de rayos X de tórax.

Published in:

Ingeniería y Desarrollo, 2021, v. 39, n. 2, p. 259, doi. 10.14482/inde.39.2.621.367

By:

ASTUDILLO DELGADO, VICTOR MANUEL;
REVELO LUNA, DAVID ARMANDO

Publication type:

Article

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4013, doi. 10.1007/s10994-023-06498-4

By:

Theodoropoulos, Spyros;
Zajec, Patrik;
Rožanec, Jože M.;
Kyriazis, Dimosthenis;
Tsanakas, Panayiotis

Publication type:

Article

Generation, augmentation, and alignment: a pseudo-source domain based method for source-free domain adaptation.

Published in:

Machine Learning, 2024, v. 113, n. 6, p. 3611, doi. 10.1007/s10994-023-06432-8

By:

Du, Yuntao;
Yang, Haiyang;
Chen, Mingcai;
Luo, Hongtao;
Jiang, Juan;
Xin, Yi;
Wang, Chongjun

Publication type:

Article

Heterogeneous multi-task Gaussian Cox processes.

Published in:

Machine Learning, 2023, v. 112, n. 12, p. 5105, doi. 10.1007/s10994-023-06382-1

By:

Zhou, Feng;
Kong, Quyu;
Deng, Zhijie;
He, Fengxiang;
Cui, Peng;
Zhu, Jun

Publication type:

Article

FAC-fed: Federated adaptation for fairness and concept drift aware stream classification.

Published in:

Machine Learning, 2023, v. 112, n. 8, p. 2761, doi. 10.1007/s10994-023-06360-7

By:

Badar, Maryam;
Nejdl, Wolfgang;
Fisichella, Marco

Publication type:

Article

Machine truth serum: a surprisingly popular approach to improving ensemble methods.

Published in:

Machine Learning, 2023, v. 112, n. 3, p. 789, doi. 10.1007/s10994-022-06183-y

By:

Luo, Tianyi;
Liu, Yang

Publication type:

Article