Works matching DE "DATA augmentation"

Results: 4511

A Novel Trustworthy Toxic Text Detection Method with Entropy-Oriented Invariant Representation Learning for Portuguese Community.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2136, doi. 10.3390/math13132136

By:

Fan, Wenting;
Song, Haoyan;
Zhang, Jun

Publication type:

Article

A Semi-Automatic Framework for Practical Transcription of Foreign Person Names in Lithuanian.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2107, doi. 10.3390/math13132107

By:

Raškinis, Gailius;
Amilevičius, Darius;
Kalinauskaitė, Danguolė;
Mickus, Artūras;
Vitkutė-Adžgauskienė, Daiva;
Čenys, Antanas;
Krilavičius, Tomas

Publication type:

Article

A Novel Approach to Retinal Blood Vessel Segmentation Using Bi-LSTM-Based Networks.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2043, doi. 10.3390/math13132043

By:

Marti-Puig, Pere;
Kapllani, Kevin Mamaqi;
Ayala-Márquez, Bartomeu

Publication type:

Article

Contrastive Learning with Feature-Level Augmentation for Wireless Signal Representation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2728, doi. 10.3390/electronics14132728

By:

Mu, Shiyuan;
Chen, Shuai;
Zu, Yong;
Feng, Zhixi;
Yang, Shuyuan

Publication type:

Article

MSP-EDA: Multivariate Time Series Forecasting Based on Multiscale Patches and External Data Augmentation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2618, doi. 10.3390/electronics14132618

By:

Peng, Shunhua;
Sun, Wu;
Chen, Panfeng;
Xu, Huarong;
Ma, Dan;
Chen, Mei;
Wang, Yanhao;
Li, Hui

Publication type:

Article

MetaGAN: Metamorphic GAN-Based Augmentation for Improving Deep Learning-Based Multiple-Fault Localization Without Test Oracles.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2596, doi. 10.3390/electronics14132596

By:

Hu, Anlin;
Feng, Wenjiang;
Zhu, Xudong;
Wang, Junjie;
Ao, Yiping;
Feng, Hao

Publication type:

Article

Broken Wire Detection Based on TDFWNet and Its Application in the FAST Project.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2544, doi. 10.3390/electronics14132544

By:

Zhu, Wanxu;
Zhong, Zixu;
Cheng, Sha;
Li, Qingwei;
Yao, Rui;
Li, Hui

Publication type:

Article

Composition Design of a Novel High-Temperature Titanium Alloy Based on Data Augmentation Machine Learning.

Published in:

Materials (1996-1944), 2025, v. 18, n. 13, p. 3099, doi. 10.3390/ma18133099

By:

Fu, Xinpeng;
Li, Boya;
Fu, Binguo;
Dong, Tianshun;
Li, Jingkun

Publication type:

Article

Enhancing Highway Scene Understanding: A Novel Data Augmentation Approach for Vehicle-Mounted LiDAR Point Cloud Segmentation.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2147, doi. 10.3390/rs17132147

By:

Zhou, Dalong;
Yi, Yuanyang;
Wang, Yu;
Shao, Zhenfeng;
Hao, Yanjun;
Yan, Yuyan;
Zhao, Xiaojin;
Guo, Junkai

Publication type:

Article

An Empirical Evaluation of Ensemble Models for Python Code Smell Detection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7472, doi. 10.3390/app15137472

By:

Rao, Rajwant Singh;
Dewangan, Seema;
Mishra, Alok

Publication type:

Article

YOLOv8 with Post-Processing for Small Object Detection Enhancement.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7275, doi. 10.3390/app15137275

By:

Ryu, Jinkyu;
Kwak, Dongkurl;
Choi, Seungmin

Publication type:

Article

Food Waste Detection in Canteen Plates Using YOLOv11.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7137, doi. 10.3390/app15137137

By:

Ferreira, João;
Cerqueira, Paulino;
Ribeiro, Jorge

Publication type:

Article

Class-Balanced Random Patch Training to Address Class Imbalance in Tiling-Based Farmland Classification.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7056, doi. 10.3390/app15137056

By:

Bae, Yeongung;
Ban, Yuseok

Publication type:

Article

YOLOv8m for Automated Pepper Variety Identification: Improving Accuracy with Data Augmentation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7024, doi. 10.3390/app15137024

By:

Barbosa, Madalena de Oliveira;
Aguiar, Fernanda Pereira Leite;
Sousa, Suely dos Santos;
Cordeiro, Luana dos Santos;
Nääs, Irenilza de Alencar;
Okano, Marcelo Tsuguio

Publication type:

Article

A Method for Few-Shot Radar Target Recognition Based on Multimodal Feature Fusion.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4162, doi. 10.3390/s25134162

By:

Zhou, Yongjing;
Li, Yonggang;
Zhu, Weigang

Publication type:

Article

Generative Artificial Intelligence for Synthetic Spectral Data Augmentation in Sensor-Based Plastic Recycling.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4114, doi. 10.3390/s25134114

By:

Kulko, Roman-David;
Hanus, Andreas;
Elser, Benedikt

Publication type:

Article

Rice Canopy Disease and Pest Identification Based on Improved YOLOv5 and UAV Images.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4072, doi. 10.3390/s25134072

By:

Zhao, Gaoyuan;
Lan, Yubin;
Zhang, Yali;
Deng, Jizhong

Publication type:

Article

Enhancing Multi-User Activity Recognition in an Indoor Environment with Augmented Wi-Fi Channel State Information and Transformer Architectures.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 3955, doi. 10.3390/s25133955

By:

Kobir, MD Irteeja;
Machado, Pedro;
Lotfi, Ahmad;
Haider, Daniyal;
Ihianle, Isibor Kennedy

Publication type:

Article

HyenaCircle: a HyenaDNA-based pretrained large language model for long eccDNA prediction.

Published in:

Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1641162

By:

Li, Fuyu;
Lu, Wenxiang;
Bai, Yunfei

Publication type:

Article

P.184 Synthetic neurosurgical data generation using large language models.

Published in:

2025

By:

Barr, AA;
Guo, E;
Sezgin, E

Publication type:

Abstract

Optimizing rice leaf disease classification through convolutional neural network architectural modification and augmentation techniques.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3429, doi. 10.11591/ijece.v15i3.pp3429-3438

By:

Firdaus, Mohamad;
Kusrini;
Artha Agastya, I. Made;
Martínez-Béjar, Rodrigo

Publication type:

Article

Enhancing training performance for small models using data-centric approaches.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2951, doi. 10.11591/ijece.v15i3.pp2951-2964

By:

El-Khoribi, Reda A.;
Emary, Eid;
Hassan, Amr Essam

Publication type:

Article

A prediction of coconut and coconut leaf disease using MobileNetV2 based classification.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2834, doi. 10.11591/ijece.v15i3.pp2834-2844

By:

Gopalakrishna, Kavitha Magadi;
Lingaraju, Raviprakash Madenur

Publication type:

Article

TCMP-300: A Comprehensive Traditional Chinese Medicinal Plant Dataset for Plant Recognition.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05522-7

By:

Zhang, Yanling;
Sun, Wanhui;
Yang, Chuanguang;
Huang, Libo;
An, Zhulin;
Feng, Weilun;
Tang, Wenjing;
Xu, Yongjun

Publication type:

Article

Improvement of filter-type neural network performance for ECG analysis by adjusting the output ratio of training data.

Published in:

Journal of Mechanical Science & Technology, 2025, v. 39, n. 7, p. 4251, doi. 10.1007/s12206-025-0645-z

By:

Lee, Ui-in;
Choi, Seong-wook

Publication type:

Article

Estimation of substructure frequency response functions from operational responses only using a deep learning approach.

Published in:

Journal of Mechanical Science & Technology, 2025, v. 39, n. 7, p. 3835, doi. 10.1007/s12206-025-0608-4

By:

Lee, Dooho

Publication type:

Article

AI-Driven Risk Assessment in Food Safety Using EU RASFF Database.

Published in:

Food & Bioprocess Technology, 2025, v. 18, n. 7, p. 6282, doi. 10.1007/s11947-025-03819-4

By:

Sari, Omer Faruk;
Amer, Eslam;
Bader-El-Den, Mohamed;
Ince, Volkan;
Leadley, Craig

Publication type:

Article

Attention-fused residual transformer CNN for robust lower limb movement recognition.

Published in:

Automatika: Journal for Control, Measurement, Electronics, Computing & Communications, 2025, v. 66, n. 3, p. 528, doi. 10.1080/00051144.2025.2513734

By:

Anitha, A.;
Auxillia, D. Jeraldin

Publication type:

Article

AACO: Aquila Anti-Coronavirus Optimization-Based Deep LSTM Network for Road Accident and Severity Detection.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2023, v. 37, n. 5, p. 1, doi. 10.1142/S0218001422520309

By:

Kanchanamala, Pendela;
Lakshmanan, Ramanathan;
Muthu Kumar, B.;
Maram, Balajee

Publication type:

Article

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

By:

Havugimana, Felix;
Moinuddin, Kazi Ashraf;
Yeasin, Mohammed

Publication type:

Article

Synthetic training data for crack propagation measurement by neural networks.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 20, p. 15389, doi. 10.1007/s00521-025-11292-5

By:

Hartmann, Christoph;
Klauck, Sophia

Publication type:

Article

Enhancing stroke risk prediction through class balancing and data augmentation with CBDA-ResNet50.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07350-6

By:

Saleem, Muhammad Asim;
Javeed, Ashir;
Akarathanawat, Wasan;
Chutinet, Aurauma;
Suwanwela, Nijasri Charnnarong;
Kaewplung, Pasu;
Chaitusaney, Surachai;
Benjapolakul, Watit

Publication type:

Article

DSF-YOLO for robust multiscale traffic sign detection under adverse weather conditions.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02877-0

By:

Li, Jun;
Deng, QinWen;
Gao, WenXin;
Yang, Bing;
Jia, Lan;
Zhou, Ju;
Pu, HaiBo

Publication type:

Article

A simple interpolation-based data augmentation method for implicit sentiment identification.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00197-x

By:

Zhao, Yuxia;
Mamat, Mahpirat;
Aysa, Alimjan;
Ubul, Kurban

Publication type:

Article

Tool wear prediction through a physics-assisted method using few-sensor monitoring data.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 139, n. 3, p. 1645, doi. 10.1007/s00170-025-15965-2

By:

Mao, Zhuang;
Luo, Ming;
Zhang, Dinghua

Publication type:

Article

Brownian motion data augmentation: a method to push neural network performance on nanopore sensors Open Access.

Published in:

Bioinformatics, 2025, v. 41, n. 6, p. 1, doi. 10.1093/bioinformatics/btaf323

By:

Kipen, Javier;
Jaldén, Joakim

Publication type:

Article

水族馆鱼类目标检测网络优化研究.

Published in:

Fishery Modernization, 2022, v. 49, n. 3, p. 89, doi. 10.3969/j.issn.1007-9580.2022.03.011

By:

刘洋;
张胜茂;
王书献;
王斐;
樊伟;
邹国华;
伯静

Publication type:

Article

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

By:

Ma, Qiang;
Wei, Zhuopei;
Yang, Kai;
Tian, Long;
Li, Zepeng

Publication type:

Article

Homogeneity Pursuit in the Functional-Coefficient Quantile Regression Model for Panel Data with Censored Data.

Published in:

Studies in Nonlinear Dynamics & Econometrics, 2025, v. 29, n. 3, p. 323, doi. 10.1515/snde-2023-0024

By:

Li, Lu;
Xia, Yue;
Ren, Shuyi;
Yang, Xiaorong

Publication type:

Article

P4CN-YOLOv5s: a passion fruit pests detection method based on lightweight-improved YOLOv5s.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1612642

By:

Tan, Zhiping;
Ye, Dapeng;
Wang, Jiancong;
Wang, Wenxiang

Publication type:

Article

Artificial intelligence-based ship hull plate corrosion monitoring using Convolutional Neural Network (CNN): comparison of YOLOv8 and Detectron2 architecture models.

Published in:

Ship Technology Research, 2025, v. 72, n. 2, p. 88, doi. 10.1080/09377255.2024.2397608

By:

Tuswan, Tuswan;
Veda, Kadek Arya Bisma;
Chrismianto, Deddy;
Mursid, Ocid;
Adam, Safri;
Prabowo, Aditya Rio;
Nubli, Haris

Publication type:

Article

Optimization enabled ensemble based deep learning model for elderly falling risk prediction.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 9, p. 1520, doi. 10.1080/10255842.2025.2514802

By:

Chen, Li;
Chen, Wei

Publication type:

Article

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

By:

Le Trung, Kien;
Nguyen Anh, Phuong;
Han, Trong-Thanh

Publication type:

Article

Multiclass skin lesion classification and localziation from dermoscopic images using a novel network-level fused deep architecture and explainable artificial intelligence.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03051-2

By:

Arshad, Mehak;
Khan, Muhammad Attique;
Almujally, Nouf Abdullah;
Alasiry, Areej;
Marzougui, Mehrez;
Nam, Yunyoung

Publication type:

Article

Deep learning for gender estimation using hand radiographs: a comparative evaluation of CNN models.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01809-8

By:

Ulubaba, Hilal Er;
Atik, İpek;
Çiftçi, Rukiye;
Eken, Özgür;
Aldhahi, Monira I.

Publication type:

Article

AMCL: supervised contrastive learning with hard sample mining for multi-functional therapeutic peptide prediction.

Published in:

BMC Biology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12915-025-02273-0

By:

Fang, Jiwei;
Fan, Henghui;
Zhao, Jintao;
Zhao, Jianping;
Xia, Junfeng

Publication type:

Article

Academic case reports lack diversity: Assessing the presence and diversity of sociodemographic and behavioral factors related to Post COVID-19 Condition.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0326668

By:

Medina Florez, Juan Andres;
Raza, Shaina;
Lynn Ansell, Rashida;
Shakeri, Zahra;
Smith, Brendan T.;
Dolatabadi, Elham

Publication type:

Article

A neural network-based model for cultivating applied talents in the context of industry-education integration.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00302-z

By:

Tong, Lei;
Zhang, Jingjing;
Yue, Lixiao;
Chen, Li;
Wang, Mengxiang

Publication type:

Article

Spatial attention-guided pre-trained networks for accurate identification of crop diseases.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08004-3

By:

Kumar, Satrughan;
Aravinth, S. S.;
Kollem, Sreedhar;
Kumar, Munish;
Naveed, Quadri Noorulhasan;
Mubarakali, Azath;
Bhattacherjee, Abhishek;
Emma, Addisu Frinjo

Publication type:

Article

RS-SCBiGRU: a noise-robust neural network for high-speed motor fault diagnosis with limited samples.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02500-2

By:

Fenghao, Sun;
Guofa, Li;
Jialong, He;
Shaoyang, Liu

Publication type:

Article