Works matching DE "DATA augmentation"

Results: 4542

Comparative Analysis of Machine Learning Models for Credit Card Fraud Detection Using SMOTE for Class Imbalance.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 5, p. 893, doi. 10.18280/ijsse.150504

By:

Andrade-Arenas, Laberiano;
Yactayo-Arias, Cesar

Publication type:

Article

Weld defect detection with convolutional neural network: an application of deep learning.

Published in:

Annals of Operations Research, 2025, v. 350, n. 2, p. 579, doi. 10.1007/s10479-023-05405-3

By:

Madhav, Manu;
Ambekar, Suhas Suresh;
Hudnurkar, Manoj

Publication type:

Article

OPTIMIZING EFFICIENTNETV2 MODEL WITH RANDAUGMENT DATA AUGMENTATION FOR DETECTING WHEAT DISEASES IN SMART FARMING.

Published in:

Scalable Computing: Practice & Experience, 2025, v. 26, n. 5, p. 2087, doi. 10.12694/scpe.v26i5.4639

By:

SHARMA, MANISHA;
VERMA, ALKA;
UMA RANI, UMA RAN

Publication type:

Article

Music genre classification using convolution temporal pooling network.

Published in:

2025

By:

T. M, Vijayameenakshi;
T. R, Swapna

Publication type:

Conference Paper/Materials

Enhancing skin lesion diagnosis with data augmentation techniques: a review of the state-of-the-art.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 25325, doi. 10.1007/s11042-024-20145-7

By:

Patil, Aniket;
Mehto, Anjula;
Nalband, Saif

Publication type:

Article

Deep learning based detection of goggle wearing in industrial plants.

Published in:

2025

By:

Wang, Xue;
Chen, Ying;
He, Lang

Publication type:

Conference Paper/Materials

Lung sound disease detection using attention over pre-trained efficientnet architecture.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 25485, doi. 10.1007/s11042-024-20078-1

By:

Nair, Anuja;
Vadher, Himanshu;
Patel, Pal;
Vyas, Tarjni;
Bhatt, Chintan;
Bruno, Alessandro

Publication type:

Article

Single Word Change Is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers.

Published in:

Expert Systems, 2025, v. 42, n. 8, p. 1, doi. 10.1111/exsy.70079

By:

Xu, Lei;
Alnegheimish, Sarah;
Berti‐Equille, Laure;
Cuesta‐Infante, Alfredo;
Veeramachaneni, Kalyan

Publication type:

Article

Importance Of Stain Normalization In Enhancing Semantic Segmentation Of Oral Squamous Cell Carcinoma Histopathological Images.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 4, p. 7505

By:

Mandal, Rupesh;
Das, Prithvijit;
Modi, Hrishiraj;
Choudhury, Nupur;
Patgiri, Anuran;
Sharma, Uzzal;
Choudhury, Mrinmoy Mayur;
Deka, Muktanjalee;
Barman, Jyoti

Publication type:

Article

XAI‐2DCOS: Enhancing Interpretability in Spectral Deep Learning Models Through 2D Correlation Spectroscopy.

Published in:

Journal of Chemometrics, 2025, v. 39, n. 7, p. 1, doi. 10.1002/cem.70045

By:

Contreras, Jhonatan;
Bocklitz, Thomas

Publication type:

Article

Colorectal cancer unmasked: A synergistic AI framework for Hyper-granular image dissection, precision segmentation, and automated diagnosis.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01826-7

By:

Narasimha Raju, Akella S.;
Venkatesh, K.;
Rajababu, M.;
Kumar Gatla, Ranjith;
Jakeer Hussain, Shaik;
Satya Mohan Chowdary, G.;
Ganga Bhavani, T.;
Kareemullah, Mohammed;
Algburi, Sameer;
Majdi, Ali;
Abdulhadi, Ahmed M.;
Ahmad Khan, Wahaj

Publication type:

Article

Improved wafer map defect pattern classification using automatic data augmentation based lightweight encoder network in contrastive learning.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 6, p. 4129, doi. 10.1007/s10845-024-02444-w

By:

Sheng, Yi;
Yan, Jinda;
Piao, Minghao

Publication type:

Article

Landslide data sample augmentation and landslide susceptibility analysis in Nyingchi City based on the MCMC model.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10651-5

By:

Liu, Lianchen;
Wang, Peiqing;
Su, Libin;
Li, Feng

Publication type:

Article

Synthetic data generation in genomic cancer medicine: a review of global research trends in the last ten years.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00384-9

By:

De Nicoló, Valentina;
Frasca, Maria;
Graziosi, Agnese;
Gazzaniga, Gianluca;
Torre, Davide La;
Pani, Arianna

Publication type:

Article

TF-CEP: carbon emission prediction with data augmentation and temporal-frequency fusion contrasting.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00408-4

By:

Ma, Zhiqiang;
Yang, Qi;
Liang, Fei;
Shi, Yuliang;
Kang, Jieying;
Liu, Peng

Publication type:

Article

Deep Learning Based Segmentation Methods Applied to DDSM Images: A Review.

Published in:

Archives of Computational Methods in Engineering, 2025, v. 32, n. 5, p. 3169, doi. 10.1007/s11831-025-10236-5

By:

Rani, Jyoti;
Singh, Jaswinder;
Virmani, Jitendra

Publication type:

Article

A weighted difference loss approach for enhancing multi-label classification.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09883-2

By:

Hu, Qiong;
Azrifah Azmi Murad, Masrah;
Azman, Azreen Bin;
Nasharuddin, Nurul Amelina

Publication type:

Article

Detecting and classifying breast masses via YOLO-based deep learning.

Published in:

2025

By:

Karaca Aydemir, Büşra Kübra;
Telatar, Ziya;
Güney, Selda;
Dengiz, Berna

Publication type:

Conference Paper/Materials

EPDNet: a fast and accurate express package detection network on CPU.

Published in:

2025

By:

Yin, Hao;
Li, Gun;
Zhang, Guiping;
Tang, Bin;
Wang, Zihao;
He, Wenhua;
Chen, Lu

Publication type:

Conference Paper/Materials

Deep learning for recognition and detection of plant diseases and pests.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11265, doi. 10.1007/s00521-025-11125-5

By:

Yue, Xiang;
Qi, Kai;
Na, Xinyi;
Liu, Yanhua;
Yang, Fuhao;
Wang, Wei

Publication type:

Article

Researching the detection of continuous gravitational waves based on signal processing and ensemble learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10723, doi. 10.1007/s00521-024-10744-8

By:

Pintelas, Emmanuel;
Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

Deep learning approaches and data augmentation for melanoma detection.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10591, doi. 10.1007/s00521-024-10590-8

By:

Alzamel, Mai;
Iliopoulos, Costas;
Lim, Zara

Publication type:

Article

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1521508

By:

Hassan, Esraa;
Ghazalah, Sarah Abu;
El-Rashidy, Nora;
El-Hafeez, Tarek Abd;
Shams, Mahmoud Y.

Publication type:

Article

GBiL: A hybrid gated recurrent units (GRU) and bidirectional long short-term memory (BiLSTM) model with Particle Swarm Optimization for a Robust VANET IDS.

Published in:

EURASIP Journal on Wireless Communications & Networking, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13638-025-02467-8

By:

Shobana, G.;
Nathan, A. Thillai;
Sivakumar, Dhev Sabharish;
Annie, R. Arockia Xavier

Publication type:

Article

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

RPSubAlign: a novel sequence-based molecular representation method for retrosynthesis prediction with improved validity and robustness Open Access.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 3, p. 1, doi. 10.1093/bib/bbaf257

By:

Hu, Yuting;
Hu, Feng;
Zhang, Hongwen;
Xu, Hongling;
Gao, Jixiang;
Deng, Wenshuai;
Tian, Zijing;
Hu, Qiaoyu;
Li, Honglin;
Diao, Yanyan

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

Proposed Cnn Model For Breast Cancer Detection.

Published in:

Journal of Qadisiyah Computer Science & Mathematics, 2025, v. 17, n. 2, p. 1, doi. 10.29304/jqcsm.2025.17.22191

By:

Naser, Mustafa A.

Publication type:

Article

Overcoming Class Overlap and Imbalance in ECG Detection and Classification: A Deep Attention-Based Model on MIT-BIH.

Published in:

Journal of Qadisiyah Computer Science & Mathematics, 2025, v. 17, n. 2, p. 1, doi. 10.29304/jqcsm.2025.17.22175

By:

Mirdan, Asmaa Sami

Publication type:

Article

SPD-YOLO: A Method for Detecting Maize Disease Pests Using Improved YOLOv7.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3559, doi. 10.32604/cmc.2025.065152

By:

Feng, Zhunruo;
Shi, Ruomeng;
Jiang, Yuhan;
Han, Yiming;
Ma, Zeyang;
Ren, Yuheng

Publication type:

Article

Addressing Modern Cybersecurity Challenges: A Hybrid Machine Learning and Deep Learning Approach for Network Intrusion Detection.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 2391, doi. 10.32604/cmc.2025.065031

By:

Bouzaachane, Khadija;
Guarmah, El Mahdi El;
Alnajim, Abdullah M.;
Khan, Sheroz

Publication type:

Article

Data-Augmented Deep Learning Models for Assessing Thermal Performance in Sustainable Building Materials.

Published in:

Journal of Sustainable Development of Energy, Water & Environment Systems (JSDEWES), 2025, v. 13, n. 2, p. 1, doi. 10.13044/j.sdewes.d13.0591

By:

Rosa, Ana Carolina;
Mateu, Carles;
Haddad, Assed;
Boer, Dieter

Publication type:

Article

Predicting Viscosity of Submerged Arc Welding Fluxes: A Deep Neural Network Approach Facilitated by Data Augmentation.

Published in:

Metallurgical & Materials Transactions. Part B, 2025, v. 56, n. 4, p. 3927, doi. 10.1007/s11663-025-03606-8

By:

Liu, Hongyu;
Zhang, Yanyun;
Shi, Shuai;
Yuan, Hang;
Li, Zushu;
Wang, Cong

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