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Research article

First published 2022-11

A wide kernel CNN-LSTM-based transfer learning method with domain adaptability for rolling bearing fault diagnosis with a small dataset

Yingmou Zhu, Hongming chen, Wei Meng [...]

Advances in Mechanical Engineering

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Research article

First published 2017-1-30

Effective training of convolutional neural networks with small,specialized datasets

Diego Rueda Plata, Raúl Ramos-Pollán, Fabio A. González

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2010

Periodicity Detection Method for Small-Sample Time Series Datasets

Daisuke Tominaga

Bioinformatics and Biology Insights

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Research article

First published 2012-10

Prioritizing Cancer Therapeutic Small Molecules by Integrating Multiple OMICS Datasets

Sali Lv, Yanjun Xu, Xin Chen [...]

OMICS: A Journal of Integrative Biology

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Research article

First published 2025

Women sport actions dataset for visual classification using small-scale training data

Palash Ray, Mahuya Sasmal, Asish Bera

Proceedings of the Institution of Mechanical Engineers,Part P: Journal of Sports Engineering and Technology

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Research article

First published 2024-04-18

Multi-CNN based logical reasoning system for facial expression recognition on small-sample datasets

Ning Zhou, Bin Liu, Jiawei Cao

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2024

Predicting dementia in Parkinson's disease on a small tabular dataset using hybrid LightGBM–TabPFN and SHAP

Vinh Quang Tran, Haewon Byeon

DIGITAL HEALTH

Open access

Research article

First published 2025

Two-Step Transfer Learning Improves Deep Learning–Based Drug Response Prediction in Small Datasets: A Case Study of Glioblastoma

Jie Ju, Ioannis Ntafoulis, Michelle Klein [...]

Bioinformatics and Biology Insights

Open access

Research article

First published 2026

A unified dataset of UK census variables for small areas: Harmonised data tables from the 2021 England,Wales,and Northern Ireland censuses and the 2022 Scotland census

Owen Goodwin, Alex Singleton

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2023-4

All-star approach to a small medical imaging dataset: combined deep,transfer,and classical machine learning approaches for the determination of radial head fractures

Ozgur I Koska, Atilla Hikmet Çilengir, Muhsin Engin Uluç [...]

Acta Radiologica

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