Works matching DE "DATA augmentation"

Results: 4682

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

Classification of breast cancer histopathology images using a modified supervised contrastive learning method.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 721, doi. 10.1007/s11517-024-03224-7

By:

Sani, Matina Mahdizadeh;
Royat, Ali;
Baghshah, Mahdieh Soleymani

Publication type:

Article

A cascaded FAS-UNet+ framework with iterative optimization strategy for segmentation of organs at risk.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 2, p. 429, doi. 10.1007/s11517-024-03208-7

By:

Zhu, Hui;
Shu, Shi;
Zhang, Jianping

Publication type:

Article

Data augmentation for generating synthetic electrogastrogram time series.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 9, p. 2879, doi. 10.1007/s11517-024-03112-0

By:

Miljković, Nadica;
Milenić, Nikola;
Popović, Nenad B.;
Sodnik, Jaka

Publication type:

Article

Optimizing motion imagery classification with limited channels using the common spatial pattern-based integrated algorithm.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2305, doi. 10.1007/s11517-024-03069-0

By:

Chen, Shishi;
Xi, Xugang;
Wang, Ting;
Li, Hangcheng;
Wang, Maofeng;
Li, Lihua;
Lü, Zhong

Publication type:

Article

Constantly optimized mean teacher for semi-supervised 3D MRI image segmentation.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2231, doi. 10.1007/s11517-024-03061-8

By:

Li, Ning;
Pan, Yudong;
Qiu, Wei;
Xiong, Lianjin;
Wang, Yaobin;
Zhang, Yangsong

Publication type:

Article

Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2189, doi. 10.1007/s11517-024-03056-5

By:

Morís, Daniel I.;
Moura, Joaquim de;
Novo, Jorge;
Ortega, Marcos

Publication type:

Article

Improved bioimpedance spectroscopy tissue classification through data augmentation from generative adversarial networks.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 4, p. 1177, doi. 10.1007/s11517-023-03006-7

By:

McDermott, Conor;
Lovett, Samuel;
Rossa, Carlos

Publication type:

Article

CervicoXNet: an automated cervicogram interpretation network.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 9, p. 2405, doi. 10.1007/s11517-023-02835-w

By:

Nurmaini, Siti;
Rachmatullah, Muhammad Naufal;
Agustiansyah, Patiyus;
Partan, Radiyati Umi;
Tutuko, Bambang;
Rini, Dian Palupi;
Darmawahyuni, Annisa;
Firdaus, Firdaus;
Sapitri, Ade Iriani;
Arum, Akhiar Wista

Publication type:

Article

An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images.

Published in:

2021

By:

Bal, Abhishek;
Banerjee, Minakshi;
Chaki, Rituparna;
Sharma, Punit

Publication type:

journal article

Remote Diagnosis and Triaging Model for Skin Cancer Using EfficientNet and Extreme Gradient Boosting.

Published in:

Complexity, 2021, p. 1, doi. 10.1155/2021/5591614

By:

Khan, Irfan Ullah;
Aslam, Nida;
Anwar, Talha;
Aljameel, Sumayh S.;
Ullah, Mohib;
Khan, Rafiullah;
Rehman, Abdul;
Akhtar, Nadeem

Publication type:

Article

An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification.

Published in:

Complexity, 2021, p. 1, doi. 10.1155/2021/6621607

By:

Reshi, Aijaz Ahmad;
Rustam, Furqan;
Mehmood, Arif;
Alhossan, Abdulaziz;
Alrabiah, Ziyad;
Ahmad, Ajaz;
Alsuwailem, Hessa;
Choi, Gyu Sang

Publication type:

Article

Detecting Crystals in Suspensions: Convolutional Neural Networks vs. Gravity‐Based Approach for Size Distribution Detection.

Published in:

Chemie Ingenieur Technik (CIT), 2023, v. 95, n. 7, p. 1146, doi. 10.1002/cite.202200235

By:

Neuendorf, Laura;
Höving, Stefan;
Bennemann, Lennard;
Kockmann, Norbert

Publication type:

Article

Exploring supervised machine learning for multi-phase identification and quantification from powder X-ray diffraction spectra.

Published in:

Journal of Materials Science, 2023, v. 58, n. 12, p. 5334, doi. 10.1007/s10853-023-08343-4

By:

Greasley, Jaimie;
Hosein, Patrick

Publication type:

Article

Self-supervised learning for neural topic models with variance–invariance–covariance regularization.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 6, p. 5057, doi. 10.1007/s10115-025-02367-9

By:

Xu, Weiran;
Hirami, Kengo;
Eguchi, Koji

Publication type:

Article

Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 5, p. 4035, doi. 10.1007/s10115-025-02349-x

By:

Mumuni, Alhassan;
Mumuni, Fuseini

Publication type:

Article

Self-supervised re-identification for online joint multi-object tracking: Self-supervised re-identification for online joint...: S. Li et al.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 1, p. 881, doi. 10.1007/s10115-024-02237-w

By:

Li, Shuman;
Yang, Longqi;
Tan, Huibin;
Wang, Binglin;
Huang, Wanrong;
Liu, Hengzhu;
Yang, Wenjing;
Lan, Long

Publication type:

Article

GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 12, p. 7667, doi. 10.1007/s10115-024-02207-2

By:

Li, Yanjin;
Xu, Linchuan;
Yamanishi, Kenji

Publication type:

Article