Works matching DE "DATA augmentation"

Results: 4644

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

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

BotCL: a social bot detection model based on graph contrastive learning.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 9, p. 5185, doi. 10.1007/s10115-024-02116-4

By:

Li, Yan;
Li, Zhenyu;
Gong, Daofu;
Hu, Qian;
Lu, Haoyu

Publication type:

Article

Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 8, p. 4609, doi. 10.1007/s10115-024-02100-y

By:

Zhang, Xuemiao;
Tan, Zhouxing;
Lu, Fengyu;
Yan, Rui;
Liu, Junfei

Publication type:

Article

PatchMix: patch-level mixup for data augmentation in convolutional neural networks.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 7, p. 3855, doi. 10.1007/s10115-024-02141-3

By:

Hong, Yichao;
Chen, Yuanyuan

Publication type:

Article

Adaptive graph contrastive learning with joint optimization of data augmentation and graph encoder.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 3, p. 1657, doi. 10.1007/s10115-023-01979-3

By:

Wu, Zhenpeng;
Chen, Jiamin;
Al-Sabri, Raeed;
Oloulade, Babatounde Moctard;
Gao, Jianliang

Publication type:

Article

Few-shot partial multi-label learning with synthetic features network.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 2, p. 1167, doi. 10.1007/s10115-023-01988-2

By:

Sun, Yifan;
Zhao, Yunfeng;
Yu, Guoxian;
Yan, Zhongmin;
Domeniconi, Carlotta

Publication type:

Article

Generalized few-shot node classification: toward an uncertainty-based solution.

Published in:

Knowledge & Information Systems, 2024, v. 66, n. 2, p. 1205, doi. 10.1007/s10115-023-01975-7

By:

Xu, Zhe;
Ding, Kaize;
Wang, Yu-Xiong;
Liu, Huan;
Tong, Hanghang

Publication type:

Article

A survey of automated data augmentation algorithms for deep learning-based image classification tasks.

Published in:

Knowledge & Information Systems, 2023, v. 65, n. 7, p. 2805, doi. 10.1007/s10115-023-01853-2

By:

Yang, Zihan;
Sinnott, Richard O.;
Bailey, James;
Ke, Qiuhong

Publication type:

Article

A deep reinforcement learning agent for geometry online tutoring.

Published in:

Knowledge & Information Systems, 2023, v. 65, n. 4, p. 1611, doi. 10.1007/s10115-022-01804-3

By:

Xiao, Ziyang;
Zhang, Dongxiang

Publication type:

Article

A framework for personalized recommendation with conditional generative adversarial networks.

Published in:

Knowledge & Information Systems, 2022, v. 64, n. 10, p. 2637, doi. 10.1007/s10115-022-01719-z

By:

Wen, Jing;
Zhu, Xi-Ran;
Wang, Chang-Dong;
Tian, Zhihong

Publication type:

Article

Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs.

Published in:

Knowledge & Information Systems, 2022, v. 64, n. 1, p. 235, doi. 10.1007/s10115-021-01635-8

By:

Jiao, Yizhu;
Xiong, Yun;
Zhang, Jiawei;
Zhang, Yao;
Zhang, Tianqi;
Zhu, Yangyong

Publication type:

Article

Identifying urethral strictures using machine learning: a proof-of-concept evaluation of convolutional neural network model.

Published in:

World Journal of Urology, 2022, v. 40, n. 12, p. 3107, doi. 10.1007/s00345-022-04199-6

By:

Kim, Jin Kyu;
McCammon, Kurt;
Robey, Catherine;
Castillo, Marvin;
Gomez, Odina;
Pua, Patricia Jarmin L.;
Pile, Francis;
See IV, Manuel;
Rickard, Mandy;
Lorenzo, Armando J.;
Chua, Michael E.

Publication type:

Article

Forensic sex classification by convolutional neural network approach by VGG16 model: accuracy, precision and sensitivity.

Published in:

International Journal of Legal Medicine, 2025, v. 139, n. 3, p. 1381, doi. 10.1007/s00414-025-03416-2

By:

Pereira, Cristiana Palmela;
Correia, Mariana;
Augusto, Diana;
Coutinho, Francisco;
Salvado Silva, Francisco;
Santos, Rui

Publication type:

Article

CRNNTL: Convolutional Recurrent Neural Network and Transfer Learning for QSAR Modeling in Organic Drug and Material Discovery.

Published in:

Molecules, 2021, v. 26, n. 23, p. 7257, doi. 10.3390/molecules26237257

By:

Li, Yaqin;
Xu, Yongjin;
Yu, Yi

Publication type:

Article

Machine Learning Data Augmentation as a Tool to Enhance Quantitative Composition–Activity Relationships of Complex Mixtures. A New Application to Dissect the Role of Main Chemical Components in Bioactive Essential Oils.

Published in:

Molecules, 2021, v. 26, n. 20, p. 6279, doi. 10.3390/molecules26206279

By:

Ragno, Alessio;
Baldisserotto, Anna;
Antonini, Lorenzo;
Sabatino, Manuela;
Sapienza, Filippo;
Baldini, Erika;
Buzzi, Raissa;
Vertuani, Silvia;
Manfredini, Stefano

Publication type:

Article

Prediction of Molecular Properties Using Molecular Topographic Map.

Published in:

Molecules, 2021, v. 26, n. 15, p. 4475, doi. 10.3390/molecules26154475

By:

Yoshimori, Atsushi

Publication type:

Article

Automated recognition of innovative sentences in academic articles: semi-automatic annotation for cost reduction and SAO reconstruction for enhanced data.

Published in:

Scientometrics, 2024, v. 129, n. 9, p. 5403, doi. 10.1007/s11192-024-05114-z

By:

Zhang, Biao;
Chen, Yunwei

Publication type:

Article

Extracting problem and method sentence from scientific papers: a context-enhanced transformer using formulaic expression desensitization.

Published in:

Scientometrics, 2024, v. 129, n. 6, p. 3433, doi. 10.1007/s11192-024-05048-6

By:

Zhang, Yingyi;
Zhang, Chengzhi

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

Raman Spectrum Classification of Cinnabar and Cinnabar-Clam White Based on Data Augmentation and Convolutional Neural Network.

Published in:

Journal of Applied Spectroscopy, 2023, v. 90, n. 2, p. 448, doi. 10.1007/s10812-023-01552-4

By:

Mu, T.;
Qi, W.;
Chen, Sh.;
Li, H.

Publication type:

Article

A hybrid WUDT-NAFnet for simultaneous source data deblending.

Published in:

Petroleum Science (KeAi Communications Co.), 2024, v. 21, n. 3, p. 1649, doi. 10.1016/j.petsci.2023.12.017

By:

Chao-Fan Ke;
Shao-Huan Zu;
Jun-Xing Cao;
Xu-Dong Jiang;
Chao Li;
Xing-Ye Liu

Publication type:

Article

Rethinking Cost-Sensitive Classification in Deep Learning via Adversarial Data Augmentation.

Published in:

INFORMS Journal on Data Science, 2025, v. 4, n. 1, p. 1, doi. 10.1287/ijds.2022.0033

By:

Chen, Qiyuan;
Al Kontar, Raed;
Nouiehed, Maher;
Yang, X. Jessie;
Lester, Corey

Publication type:

Article

3D GAN image synthesis and dataset quality assessment for bacterial biofilm.

Published in:

Bioinformatics, 2022, v. 38, n. 19, p. 4598, doi. 10.1093/bioinformatics/btac529

By:

Wang, Jie;
Tabassum, Nazia;
Toma, Tanjin T;
Wang, Yibo;
Gahlmann, Andreas;
Acton, Scott T

Publication type:

Article

NSF4SL: negative-sample-free contrastive learning for ranking synthetic lethal partner genes in human cancers.

Published in:

Bioinformatics, 2022, v. 38, p. ii13, doi. 10.1093/bioinformatics/btac462

By:

Wang, Shike;
Feng, Yimiao;
Liu, Xin;
Liu, Yong;
Wu, Min;
Zheng, Jie

Publication type:

Article

ACTIVA: realistic single-cell RNA-seq generation with automatic cell-type identification using introspective variational autoencoders.

Published in:

Bioinformatics, 2022, v. 38, n. 8, p. 2194, doi. 10.1093/bioinformatics/btac095

By:

Heydari, A Ali;
Davalos, Oscar A;
Zhao, Lihong;
Hoyer, Katrina K;
Sindi, Suzanne S

Publication type:

Article