Works matching DE "DATA augmentation"

Results: 4699

Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things' devices.

Published in:

Journal of Internet Services & Applications, 2025, v. 16, n. 1, p. 324, doi. 10.5753/jisa.2025.5251

By:

Duarte, Jaqueline Damacena;
Bispo, Guilherme Dantas;
Pimenta Rodrigues, Gabriel Arquelau;
Marques Serrano, André Luiz;
Saiki, Gabriela Mayumi;
Pereira Gonçalves, Vinícius

Publication type:

Article

NES: Neural Embedding Squared.

Published in:

Journal of Internet Services & Applications, 2025, v. 16, n. 1, p. 1, doi. 10.5753/jisa.2025.4890

By:

Ladeira, Lucas Zanco;
Santos, Frances Albert;
Villas, Leandro Aparecido

Publication type:

Article

Categorization of Microscopic Wood Images with Transfer Learning Approach on Pretrained Vision Transformer Models.

Published in:

BioResources, 2025, v. 20, n. 3, p. 6594, doi. 10.15376/biores.20.3.6394-6405

By:

Kılıç, Kenan

Publication type:

Article

Classification of Leguminous Wood Species Based on Small Sample Hyperspectral Images.

Published in:

BioResources, 2025, v. 20, n. 3, p. 6317, doi. 10.15376/biores.20.3.6317-6337

By:

Hang Su;
Shuo Xu;
Zhongjian Wang;
Wenxin Zhao;
Yanan Wen;
Lei Zhao

Publication type:

Article

结合图像显著性区域的局部动态干净标签后门攻击.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 8, p. 2229, doi. 10.3778/j.issn.1673-9418.2411050

By:

洪维;
耿沛霖;
王弘宇;
张雪芹;
顾春华

Publication type:

Article

多层次通道融合语音情感识别方法.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 8, p. 2219, doi. 10.3778/j.issn.1673-9418.2502050

By:

张丽敏;
李扬;
蔡浩;
燕浩

Publication type:

Article

基于大语言模型指令微调的案件信息要素抽取方法研究.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 8, p. 2161, doi. 10.3778/j.issn.1673-9418.2412085

By:

王劲滔;
孟琪翔;
高志霖;
卜凡亮

Publication type:

Article

VAE-Assisted Data Augmentation for Improved Molecular Prediction with Graph Neural Networks (GNNs) in Low-Data Regimes.

Published in:

CET Journal - Chemical Engineering Transactions, 2025, v. 117, p. 1021, doi. 10.3303/CET25117171

By:

Marchan, Gabriela C. Theis;
Naghshnejad, Pegah;
Okafor, Andrew;
Romagnoli, José A.

Publication type:

Article

Enhancing Torrefaction Process Modeling with Data Augmentation: a Study on Agri-Food Residues.

Published in:

CET Journal - Chemical Engineering Transactions, 2025, v. 117, p. 151, doi. 10.3303/CET25117026

By:

Cosenza, Bartolomeo;
Miccio, Michele;
Arshad, Ahmad Adeel

Publication type:

Article

SA-WGAN Based Data Enhancement Method for Industrial Internet Intrusion Detection.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 3, p. 4431, doi. 10.32604/cmc.2025.064696

By:

Feng, Yuan;
Si, Yajie;
Zhang, Jianwei;
Cai, Zengyu;
Zhao, Hongying

Publication type:

Article

A Computationally Efficient Density-Aware Adversarial Resampling Framework Using Wasserstein GANs for Imbalance and Overlapping Data Classification.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 144, n. 1, p. 511, doi. 10.32604/cmes.2025.066514

By:

Jubair, Sidra;
Yang, Jie;
Ali, Bilal;
Emam, Walid;
Tashkandy, Yusra

Publication type:

Article

Reliable prediction of protein–protein binding affinity changes upon mutations with Pythia-PPI.

Published in:

National Science Review, 2025, v. 12, n. 6, p. 1, doi. 10.1093/nsr/nwaf231

By:

Tao, Fangting;
Sun, Jinyuan;
Gao, Pengyue;
Gao, George Fu;
Wu, Bian

Publication type:

Article

YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data augmentation.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14021-z

By:

Kaur, Ramanjot;
Mittal, Usha;
Wadhawan, Ankita;
Almogren, Ahmad;
Singla, Jimmy;
Bharany, Salil;
Hussen, Seada;
Rehman, Ateeq Ur;
Al-Huqail, Asma A.

Publication type:

Article

Rapid identification of Litopenaeus vannamei pathogenic bacteria: a combined approach using surface-enhanced Raman spectroscopy (SERS) and deep learning.

Published in:

Analytical & Bioanalytical Chemistry, 2025, v. 417, n. 20, p. 4587, doi. 10.1007/s00216-025-05974-1

By:

Zou, Yibo;
Li, Yuting;
Zhang, Feng;
Ge, Yan;
Wang, Wenjuan;
Chen, Ming

Publication type:

Article

Evaluating the Effectiveness of Alzheimer’s Detection Using GANs and Deep Convolutional Neural Networks (DCNNs).

Published in:

International Journal of Robotics & Control Systems, 2025, v. 5, n. 2, p. 1172, doi. 10.31763/ijrcs.v5i2.1855

By:

Pamungkas, Yuri;
Syaifudin, Achmad;
Crisnapati, Padma Nyoman;
Hashim, Uda

Publication type:

Article

Hybrid Deep Learning Model for Hippocampal Localization in Alzheimer's Diagnosis Using U-Net and VGG16.

Published in:

International Journal of Robotics & Control Systems, 2025, v. 5, n. 2, p. 730, doi. 10.31763/ijrcs.v5i2.1739

By:

Najjar, Fallah H.;
Hassan, Nawar Banwan;
Kadum, Salman Abd

Publication type:

Article

Real-Time Bone Fracture Detection Using MobileNetV2 and Explainable AI for Clinical Integration.

Published in:

Journal of Applied Science & Technology Trends (JASTT), 2025, v. 6, n. 1, p. 36, doi. 10.38094/jastt61236

By:

Paradava, Tanmay;
Jain, Rituraj;
Patania, Harsh;
Patel, Tirth

Publication type:

Article

Filter-enhanced Contrast Variational AutoEncoders for sequential recommendation.

Published in:

Computer Journal, 2025, v. 68, n. 7, p. 775, doi. 10.1093/comjnl/bxaf003

By:

Chen, Zhijin;
Lin, Nankai;
Yang, Aimin;
Zhou, Dong

Publication type:

Article

Hybrid model of feature-driven modular neural network–based grasshopper optimization algorithm for diabetic retinopathy classification using fundus images.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 8, p. 2423, doi. 10.1007/s11517-025-03307-z

By:

Durai, D. Binny Jeba;
Jaya, T.

Publication type:

Article

Generation of artificial facial drug abuse images using deep de-identified anonymous dataset augmentation through genetics algorithm (3DG-GA).

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34629, doi. 10.1007/s11042-025-20639-y

By:

Zein, Hazem;
Laurent, Lou;
Fournier, Régis;
Nait-Ali, Amine

Publication type:

Article

Design of stacked ensemble classifier for skin cancer detection.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34705, doi. 10.1007/s11042-025-20630-7

By:

Das, Abhishek;
Mohanty, Mihir Narayan

Publication type:

Article

Multi-Model emotion recognition from speech using StarGAN, DCNN, and SVM.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34267, doi. 10.1007/s11042-025-20616-5

By:

Banihosseini, Najmeh Sadat;
Ghods, Vahid

Publication type:

Article

A multi-stage efficientnet based framework for Alzheimer's and Parkinson's diseases prediction on magnetic resonance imaging.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 33771, doi. 10.1007/s11042-025-20597-5

By:

Shastry, K Aditya;
Shastry, Shilpa;
Shastry, Aravind;
Bhat, Sharath M.

Publication type:

Article

Generative Adversarial Networks for Motor Imagery Classification using Wavelet Packet Decomposition and Complex Morlet Transform.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34377, doi. 10.1007/s11042-024-20510-6

By:

Shirodkar, Vaishali;
Edla, Damodar Reddy;
Kumari, Annu

Publication type:

Article

Brain tumor segmentation based on deep learning, attention mechanisms, and energy-based uncertainty predictions.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34229, doi. 10.1007/s11042-024-20443-0

By:

Schwehr, Zachary;
Achanta, Sriman

Publication type:

Article

Custom CNN architectures for skin disease classification: binary and multi-class performance.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32505, doi. 10.1007/s11042-024-20503-5

By:

Gupta, Pragya;
Nirmal, Jagannath;
Mehendale, Ninad

Publication type:

Article

Novel vision transformer and data augmentation technique for efficient detection of monkeypox disease.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 31955, doi. 10.1007/s11042-024-20456-9

By:

Alarfaj, Aisha Ahmed;
Ahmad, Salman;
Hakeem, Abeer M.;
Alabdulqader, Ebtisam Abdullah;
PERO, Chiara;
Alsubai, Shtwai;
Innab, Nisreen;
Ashraf, Imran

Publication type:

Article

Robust multi-label classification via data reconstruction by neighborhood samples augmentation.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 26, p. 30689, doi. 10.1007/s11042-024-20394-6

By:

Liu, Zhifeng;
Xi, Sitao;
Abeo, Timothy Apasiba;
Shen, Xiang-Jun;
Zhou, Conghua;
Song, Heping;
Li, Peiwang

Publication type:

Article

Evaluation of university student education management effect based on data augmentation and transfer learning for remote sensing applications.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13728-3

By:

Jie, Chen;
Min, Huang;
Bin, Chen;
Ziwen, Sun

Publication type:

Article

Efficient few-shot human activity recognition via meta-learning and data augmentation.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 23, p. 19461, doi. 10.1007/s00521-025-11408-x

By:

Vettoruzzo, Anna;
Bouguelia, Mohamed-Rafik;
Rögnvaldsson, Thorsteinn

Publication type:

Article

Data augmentation and feature extraction using deep learning for motor imagery EEG-based brain–computer interface classification.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 23, p. 19339, doi. 10.1007/s00521-025-11403-2

By:

Anjerani, Marzieh;
Pedram, Mir Mohsen;
Mirzarezaee, Mitra

Publication type:

Article

Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03014-7

By:

Topşir, Aysel;
Güler, Ferdi;
Çetin, Ecesu;
Burak, Mehmet Furkan;
Ağraz, Melih

Publication type:

Article

Assessment of Corrosion Image Rating Based on Transfer Learning.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 15, p. 11803, doi. 10.1007/s13369-024-09639-6

By:

Zhao, Ziheng;
Bakar, Elmi Bin Abu;
Razak, Norizham Bin Abdul;
Akhtar, Mohammad Nishat

Publication type:

Article

Enhanced Sleep Stage Classification Using EEG and EOG: A Novel Approach for Feature Selection with Deep Learning and Gaussian Noise Data Augmentation.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 15, p. 12107, doi. 10.1007/s13369-024-09623-0

By:

Sifi, Nouria;
Benali, Radhwane;
Dib, Nabil;
Messaoudene, Khadidja

Publication type:

Article

Wind power prediction with accurate identification of ramp events based on Interval-SMOTE oversampling and ensemble learning.

Published in:

Wind Engineering, 2025, v. 49, n. 4, p. 1080, doi. 10.1177/0309524X251317513

By:

Han, Ying;
Wang, Xuemeng;
Li, Kun

Publication type:

Article

Speech-dependent data augmentation for own voice reconstruction with hearable microphones in noisy environments.

Published in:

EURASIP Journal on Audio Speech & Music Processing, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13636-025-00418-1

By:

Ohlenbusch, Mattes;
Rollwage, Christian;
Doclo, Simon

Publication type:

Article

基于 Yeo‑Johnson 变换和最大熵原理的结构可靠性分析方法.

Published in:

Journal of Nanjing University of Aeronautics & Astronautics / Nanjing Hangkong Hangtian Daxue Xuebao, 2025, v. 57, n. 3, p. 562, doi. 10.16356/j.1005‑2615.2025.03.018

By:

张雯静;
李洪双

Publication type:

Article

A Hybrid Oversampling Approach for Fraud Detection: Integrating SMOTE-ENN and ADASYN.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 6, p. 1243, doi. 10.18280/ijsse.150614

By:

Mustafa, Ammar Ali;
Hussein, Haneen Mohammed;
Kadhim, Mohammed Mundher;
Hussein, Marwan J.

Publication type:

Article

A Multi-Branch Transformer Model Integrating Temporal Spectral and Spatial Features for Four-Class EEG Signal Classification.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 8, p. 2883

By:

Xin-Tong Ye;
Tian-Wei Shi

Publication type:

Article

Enhancing Speaker Recognition through Generative Adversarial Networks and Feature Fusion with ResNet18 Networks.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 8, p. 2684

By:

Yabo Xu;
Xi Li;
Runqiang Chen;
Weichen Wang

Publication type:

Article

Audio feature augmentation for bolt looseness classification in data-deficient scenarios using machine learning.

Published in:

Nondestructive Testing & Evaluation, 2025, v. 40, n. 8, p. 3578, doi. 10.1080/10589759.2024.2405884

By:

Chelimilla, Nikesh;
Chinthapenta, Viswanath;
Korla, Srikanth

Publication type:

Article

Assigning accuracy for Cars Detection from High-Resolution Satellite Images Using Different Machine Learning Models.

Published in:

Delta University Scientific Journal, 2024, v. 7, p. 78, doi. 10.21608/dusj.2024.433446

By:

elhalawani, Mariem A.;
El-Mewafi, Mahmoud;
Zarzora, Fawzi;
Shaaban, Mohammed

Publication type:

Article

Transfer Learning with Fuzzy for Breast Cancer.

Published in:

Journal of Information Science & Engineering, 2024, v. 40, n. 4, p. 919, doi. 10.6688/JISE.202407_40(4).0014

By:

HEPSAĞ, PINAR USKANER;
ÖZEL, SELMA AYSE;
YAZICI, ADNAN

Publication type:

Article

Anti-Spoofing of Live Face Authentication on Smartphone.

Published in:

Journal of Information Science & Engineering, 2021, v. 37, n. 3, p. 605, doi. 10.6688/JISE.20210537(3).0007

By:

TZ-CHIA TSENG;
TENG-FU SHIH;
CHIOU-SHANN FUH

Publication type:

Article

Modeling and Prediction Method for Young's Moduli of Ti Alloys Based on Residual Muti-layer Perceptron: Modeling and Prediction Method for Young's Moduli of Ti Alloys Based on Residual Muti-layer Perceptron: Yan, Li, B. Yang, Y. Yang, Wang, and Zhang.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2025, v. 77, n. 1, p. 76, doi. 10.1007/s11837-024-06942-3

By:

Yan, Hua;
Li, Qiang;
Yang, Bin;
Yang, Yang;
Wang, Ying;
Zhang, Hao

Publication type:

Article

Machine Learning-Based Hardness Prediction of High-Entropy Alloys for Laser Additive Manufacturing.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2023, v. 75, n. 12, p. 5537, doi. 10.1007/s11837-023-06174-x

By:

Zhu, Wenhan;
Huo, Wenyi;
Wang, Shiqi;
Kurpaska, Łukasz;
Fang, Feng;
Papanikolaou, Stefanos;
Kim, Hyoung Seop;
Jiang, Jianqing

Publication type:

Article

Improved segmentation of hepatic vascular networks in ultrasound volumes using 3D U-Net with intensity transformation-based data augmentation.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 7, p. 2133, doi. 10.1007/s11517-025-03320-2

By:

Takahashi, Yukino;
Sugino, Takaaki;
Onogi, Shinya;
Nakajima, Yoshikazu;
Masuda, Kohji

Publication type:

Article

Predicting doxorubicin-induced cardiotoxicity in breast cancer: leveraging machine learning with synthetic data.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 5, p. 1535, doi. 10.1007/s11517-025-03289-y

By:

Araújo, Daniella Castro;
Simões, Ricardo;
Sabino, Adriano de Paula;
Oliveira, Angélica Navarro de;
Oliveira, Camila Maciel de;
Veloso, Adriano Alonso;
Gomes, Karina Braga

Publication type:

Article

CorLabelNet: a comprehensive framework for multi-label chest X-ray image classification with correlation guided discriminant feature learning and oversampling.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 4, p. 1045, doi. 10.1007/s11517-024-03247-0

By:

Zhang, Kai;
Liang, Wei;
Cao, Peng;
Mao, Zhaoyang;
Yang, Jinzhu;
Zaiane, Osmar R.

Publication type:

Article

An intelligent magnetic resonance imagining-based multistage Alzheimer's disease classification using swish-convolutional neural networks.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 885, doi. 10.1007/s11517-024-03237-2

By:

B., Archana;
Kalirajan, K.

Publication type:

Article