Works about DATA augmentation

Results: 4422

DLC-IDS: a novel democratic leadership classification model for intrusion detection systems.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 8, p. 1, doi. 10.1007/s11227-025-07336-1

By:

Chakravarty, Sourajit;
Satpati, Soham;
Das, Saptarshi;
Mallick, Chirantana;
Basak, Kausik;
Majumdar, Arun Kumar

Publication type:

Article

Fraud calls detection using class-imbalanced learning on graph structures.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 7, p. 1, doi. 10.1007/s11227-025-07259-x

By:

Cam, Nguyen Tan;
Hiep, Dinh Hoai

Publication type:

Article

Machine Learning Data Augmentation Strategy for Electron Energy Loss Spectroscopy: Generative Adversarial Networks.

Published in:

Microscopy & Microanalysis, 2024, v. 30, n. 2, p. 278, doi. 10.1093/mam/ozae014

By:

del-Pozo-Bueno, Daniel;
Kepaptsoglou, Demie;
Ramasse, Quentin M.;
Peiró, Francesca;
Estradé, Sònia

Publication type:

Article

COVID-19 classification of X-ray images using deep neural networks.

Published in:

European Radiology, 2021, v. 31, n. 12, p. 9654, doi. 10.1007/s00330-021-08050-1

By:

Keidar, Daphna;
Yaron, Daniel;
Goldstein, Elisha;
Shachar, Yair;
Blass, Ayelet;
Charbinsky, Leonid;
Aharony, Israel;
Lifshitz, Liza;
Lumelsky, Dimitri;
Neeman, Ziv;
Mizrachi, Matti;
Hajouj, Majd;
Eizenbach, Nethanel;
Sela, Eyal;
Weiss, Chedva S.;
Levin, Philip;
Benjaminov, Ofer;
Bachar, Gil N.;
Tamir, Shlomit;
Rapson, Yael

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

Benchmark analysis of various pre-trained deep learning models on ASSIRA cats and dogs dataset.

Published in:

Umm Al-Qura University Journal of Engineering & Architecture (Springer Nature), 2025, v. 16, n. 1, p. 134, doi. 10.1007/s43995-024-00094-w

By:

Himel, Galib Muhammad Shahriar;
Islam, Md. Masudul

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

基于改进的YOLOv3-SPP算法目标检测研究.

Published in:

Journal of Ordnance Equipment Engineering, 2023, v. 44, n. 4, p. 268, doi. 10.11809/bqzbgcxb2023.04.038

By:

洪毕辉;
李文彬;
朱炜;
王晓鸣;
张克斌

Publication type:

Article

基于深度迁移混合模型的刀具磨损状态监测方法.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 20, p. 63, doi. 10.3969/j.issn.1001-3881.2024.20.009

By:

唐祎晖;
王宇钢;
杨历夏;
张阴硕;
穆俊珍

Publication type:

Article

融合少样本学习与注意力端到端网络的小目标在线检测研究.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 17, p. 130, doi. 10.3969/j.issn.1001-3881.2024.17.019

By:

周庆辉;
葛馨远;
孙峥;
陈盛开;
周煜

Publication type:

Article

基于轻量化模型结合DA与TL的轴承故障诊断.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 16, p. 216, doi. 10.3969/j.issn.1001-3881.2024.16.032

By:

邓兴超;
张清华;
朱冠华;
邓立伟;
杜杰宾

Publication type:

Article

基于数据增强与领域泛化的轴承跨域故障诊断.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 16, p. 183, doi. 10.3969/j.issn.1001-3881.2024.16.028

By:

徐宁富;
彭云建;
张清华

Publication type:

Article

视觉图像与三维点云融合的障碍物主动识别与距离感知研究.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 16, p. 80, doi. 10.3969/j.issn.1001-3881.2024.16.012

By:

孙峰;
林国成;
谢睿;
朱俊鹏;
周煜;
吴汪平;
许阔

Publication type:

Article

Dynamic Patch-Based Sample Generation for Pulmonary Nodule Segmentation in Low-Dose CT Scans Using 3D Residual Networks for Lung Cancer Screening.

Published in:

Applied Biosciences, 2025, v. 4, n. 1, p. 14, doi. 10.3390/applbiosci4010014

By:

Marinakis, Ioannis D.;
Karampidis, Konstantinos;
Papadourakis, Giorgos;
Kara, Mostefa

Publication type:

Article

A Review of Deep Learning Techniques for Leukemia Cancer Classification Based on Blood Smear Images.

Published in:

Applied Biosciences, 2025, v. 4, n. 1, p. 9, doi. 10.3390/applbiosci4010009

By:

Oybek Kizi, Rakhmonalieva Farangis;
Theodore Armand, Tagne Poupi;
Kim, Hee-Cheol

Publication type:

Article

The Effect of Data Augmentation Techniques on Persian Stance Detection.

Published in:

International Journal of Information & Communication Technology Research (2251-6107), 2023, v. 15, n. 1, p. 63

By:

Farhoodi, Mojgan;
Eshlaghy, Abbas Toloie;
Motadel, Mohamadreza

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

Classification of coastal shrimp species using deep learning InceptionResNetV2 with data augmentation.

Published in:

Technium, 2023, v. 16, p. 250, doi. 10.47577/technium.v16i.9989

By:

Satoto, Budi Dwi;
Khotimah, Bain Khusnul;
Yusuf, Mohammad;
Hapsari, Rinci Kembang;
Irmawati, Budi

Publication type:

Article

Learnable fusion mechanisms for multimodal object detection in autonomous vehicles.

Published in:

IET Computer Vision (Wiley-Blackwell), 2024, v. 18, n. 4, p. 499, doi. 10.1049/cvi2.12259

By:

Massoud, Yahya;
Laganiere, Robert

Publication type:

Article

Copy‐paste with self‐adaptation: A self‐adaptive adjustment method based on copy‐paste augmentation.

Published in:

IET Computer Vision (Wiley-Blackwell), 2023, v. 17, n. 8, p. 936, doi. 10.1049/cvi2.12207

By:

Yu, Xiaoyu;
Li, Fuchao;
Bai, Pengfei;
Liu, Yan;
Chen, Yinglu

Publication type:

Article

Multi‐task few‐shot learning with composed data augmentation for image classification.

Published in:

IET Computer Vision (Wiley-Blackwell), 2023, v. 17, n. 2, p. 211, doi. 10.1049/cvi2.12150

By:

Zhang, Rui;
Yang, Yixin;
Li, Yang;
Wang, Jiabao;
Li, Hang;
Miao, Zhuang

Publication type:

Article

A deep analysis on high‐resolution dermoscopic image classification.

Published in:

IET Computer Vision (Wiley-Blackwell), 2021, v. 15, n. 7, p. 514, doi. 10.1049/cvi2.12048

By:

Pollastri, Federico;
Parreño, Mario;
Maroñas, Juan;
Bolelli, Federico;
Paredes, Roberto;
Ramos, Daniel;
Grana, Costantino

Publication type:

Article

A Modified Xception Deep Learning Model for Automatic Sorting of Olives Based on Ripening Stages.

Published in:

Inventions (2411-5134), 2024, v. 9, n. 1, p. 6, doi. 10.3390/inventions9010006

By:

Saedi, Seyed Iman;
Rezaei, Mehdi

Publication type:

Article

A Fingerprint Matching Algorithm Using the Combination of Edge Features and Convolution Neural Networks.

Published in:

Inventions (2411-5134), 2022, v. 7, n. 2, p. 39, doi. 10.3390/inventions7020039

By:

Dincă Lăzărescu, Andreea-Monica;
Moldovanu, Simona;
Moraru, Luminita

Publication type:

Article

Stellar Classification with Vision Transformer and SDSS Photometric Images.

Published in:

Universe (2218-1997), 2024, v. 10, n. 5, p. 214, doi. 10.3390/universe10050214

By:

Yang, Yi;
Li, Xin

Publication type:

Article

Enhancing Intermittent Spare Part Demand Forecasting: A Novel Ensemble Approach with Focal Loss and SMOTE.

Published in:

Logistics (2305-6290), 2025, v. 9, n. 1, p. 25, doi. 10.3390/logistics9010025

By:

Kenaka, Saskia Puspa;
Cakravastia, Andi;
Ma'ruf, Anas;
Cahyono, Rully Tri

Publication type:

Article

Digital Radiography-Based Pneumoconiosis Diagnosis via Vision Transformer Networks.

Published in:

Journal of Artificial Intelligence (2579-0021), 2025, v. 7, n. 1, p. 39, doi. 10.32604/jai.2025.063188

By:

Wei, Qingpeng;
Song, Wenai;
Fu, Lizhen;
Lei, Yi;
Wang, Qing

Publication type:

Article

Multiple Data Augmentation Strategy for Enhancing the Performance of YOLOv7 Object Detection Algorithm.

Published in:

Journal of Artificial Intelligence (2579-0021), 2023, v. 5, p. 15, doi. 10.32604/jai.2023.041341

By:

Abdulghani, Abdulghani M.;
Abdulghani, Mokhles M.;
Walters, Wilbur L.;
Abed, Khalid H.

Publication type:

Article

Editorial to the Special Issue "Recent Advances in Hydrological Modeling".

Published in:

2024

By:

He, Minxue;
Noh, Seong Jin;
Lee, Haksu

Publication type:

Editorial

Day-ahead photovoltaic power forecasting with multi-source temporal-feature convolutional networks.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00531-7

By:

Ouyang, Ziming;
Li, Zhaohui;
Chen, Xiangdong

Publication type:

Article

Optimizing Land Image Classification: A Deep Learning Approach with ResNet-101 on the EuroSAT Dataset.

Published in:

International Journal of Engineering & Geosciences, 2025, v. 10, n. 2, p. 197, doi. 10.26833/ijeg.1538708

By:

Celik, Fatih;
Celik, Kemal

Publication type:

Article

Few shot learning for Korean winter temperature forecasts.

Published in:

NPJ Climate & Atmospheric Science, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41612-024-00813-z

By:

Oh, Seol-Hee;
Ham, Yoo-Geun

Publication type:

Article

Single-cell RNA-seq data augmentation using generative Fourier transformer.

Published in:

Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-07552-8

By:

Nouri, Nima

Publication type:

Article

A Comprehensive Deep Learning Framework for Dental Disease Classification.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 3, p. 511, doi. 10.18280/jesa.580309

By:

Parkhi, Priya;
Harjal, Samiksha;
Sahu, Aastha;
Agrawal, Poorva;
Shingne, Harshala;
Bobde, Yagyesh;
Padole, Anushree

Publication type:

Article

ПРОБЛЕМА ТОЧНОСТІ В СИСТЕМАХ ПРОТИДІЇ КІБЕРАТАКАМ ТА ВЕРИФІКАЦІЯ НЕЙРОННИХ МЕРЕЖ НА ПРИКЛАДІ ЗАДАЧІ ВИЯВЛЕННЯ БОТНЕТІВ.

Published in:

Cybernetics & Systems Analysis / Kibernetiki i Sistemnyj Analiz, 2025, n. 2, p. 3

By:

ЛЕТИЧЕВСЬКИЙ, О.;
ПАНЧУК, Б.

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

基于改进 Faster R-CNN 的电力检修工程智慧监测.

Published in:

Journal of South China Normal University (Natural Science Edition) / Huanan Shifan Daxue Xuebao (Ziran Kexue Ban), 2024, v. 56, n. 4, p. 60, doi. 10.6054/j.jscnun.2024051

By:

唐小煜;
罗杰豪;
黄声勇

Publication type:

Article

An Efficient DenseNet for Diabetic Retinopathy Screening.

Published in:

International Journal of Engineering & Technology Innovation, 2023, v. 13, n. 2, p. 125, doi. 10.46604/ijeti.2023.10045

By:

Pravin, Sheena Christabel;
Sabapathy, Sindhu Priya Kanaga;
Selvakumar, Suganthi;
Jayaraman, Saranya;
Subramani, Selvakumar Varadharajan

Publication type:

Article

基于YOLOv3 改进算法的烟叶原料烟草甲识别方法研究.

Published in:

Journal of Henan Agricultural Sciences, 2023, v. 52, n. 11, p. 157, doi. 10.15933/j.cnki.1004-3268.2023.11.017

By:

张卫正;
陈赛越扬;
王艳玲;
帖金鑫;
丁佳;
李萌;
李灿林;
苏晓珂;
甘勇

Publication type:

Article

基于对比学习的多肉植物分类识别方法研究.

Published in:

Journal of Henan Agricultural Sciences, 2023, v. 52, n. 7, p. 154, doi. 10.15933/j.cnki.1004-3268.2023.07.016

By:

封雨欣;
梁少华;
童浩

Publication type:

Article

基于多粒度融合和双注意力的细粒度图像分类.

Published in:

Journal of Jilin University (Science Edition) / Jilin Daxue Xuebao (Lixue Ban), 2024, v. 62, n. 6, p. 1447, doi. 10.13413/j.cnki.jdxblxb.2023431

By:

李鹏松;
周冰倩;
季芷伊;
于永平

Publication type:

Article

基于双层数据增强的监督对比学习文本分类模型.

Published in:

Journal of Jilin University (Science Edition) / Jilin Daxue Xuebao (Lixue Ban), 2024, v. 62, n. 5, p. 1179, doi. 10.13413/j.cnki.jdxblxb.2023330

By:

吴量;
张方方;
程超;
宋诗楠

Publication type:

Article

Precision Livestock Farming IT Support Model for the Poultry Industry.

Published in:

Complex Systems Informatics & Modeling Quarterly, 2022, n. 32, p. 44, doi. 10.7250/csimq.2022-32.03

By:

Ņikitenko, Agris;
Bāliņa, Signe;
Dubrovskis, Andrejs;
Andersone, Ilze;
Birzniece, Ilze

Publication type:

Article

Deep Learning-based Segmentation of Thermal Images for Heat Loss Detection in Building Façade.

Published in:

Technology - Architecture & Design, 2024, v. 8, n. 2, p. 370, doi. 10.1080/24751448.2024.2405415

By:

Waqas, Ali;
Araji, Mohamad T.

Publication type:

Article

Development of a YOLOv3-Based Model for Automated Detection of Thoracic Ossification of the Posterior Longitudinal Ligament and the Ligamentum Flavum on Plain Radiographs.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 7, p. 2389, doi. 10.3390/jcm14072389

By:

Ito, Sadayuki;
Nakashima, Hiroaki;
Segi, Naoki;
Ouchida, Jun;
Yamauchi, Ippei;
Hirai, Takashi;
Oda, Masahiro;
Mori, Kensaku;
Yamazaki, Masashi;
Yoshii, Toshitaka;
Imagama, Shiro

Publication type:

Article

Fully Automated Detection of the Appendix Using U-Net Deep Learning Architecture in CT Scans.

Published in:

Journal of Clinical Medicine, 2024, v. 13, n. 19, p. 5893, doi. 10.3390/jcm13195893

By:

Baştuğ, Betül Tiryaki;
Güneri, Gürkan;
Yıldırım, Mehmet Süleyman;
Çorbacı, Kadir;
Dandıl, Emre

Publication type:

Article

Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review.

Published in:

Journal of Clinical Medicine, 2023, v. 12, n. 17, p. 5658, doi. 10.3390/jcm12175658

By:

Islam, Khandaker Reajul;
Prithula, Johayra;
Kumar, Jaya;
Tan, Toh Leong;
Reaz, Mamun Bin Ibne;
Sumon, Md. Shaheenur Islam;
Chowdhury, Muhammad E. H.

Publication type:

Article

Detecting Macular Disease Based on Optical Coherence Tomography Using a Deep Convolutional Network.

Published in:

Journal of Clinical Medicine, 2023, v. 12, n. 3, p. 1005, doi. 10.3390/jcm12031005

By:

Han, Jinyoung;
Choi, Seong;
Park, Ji In;
Hwang, Joon Seo;
Han, Jeong Mo;
Ko, Junseo;
Yoon, Jeewoo;
Hwang, Daniel Duck-Jin

Publication type:

Article

MobileSkin: Classification of Skin Lesion Images Acquired Using Mobile Phone-Attached Hand-Held Dermoscopes.

Published in:

Journal of Clinical Medicine, 2022, v. 11, n. 17, p. 5102, doi. 10.3390/jcm11175102

By:

Yilmaz, Abdurrahim;
Gencoglan, Gulsum;
Varol, Rahmetullah;
Demircali, Ali Anil;
Keshavarz, Meysam;
Uvet, Huseyin

Publication type:

Article

Recognition of Similar Weather Scenarios in Terminal Area Based on Contrastive Learning.

Published in:

Transactions of Nanjing University of Aeronautics & Astronautics, 2022, v. 39, n. 4, p. 425, doi. 10.16356/j.1005-1120.2022.04.005

By:

CHEN Haiyan;
LIU Zhenya;
ZHOU Yi;
YUAN Ligang

Publication type:

Article