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Research article

First published 2020-1

Balanced training/test set sampling for proper evaluation of classification models

Donghoon Kang, Sejong Oh

Intelligent Data Analysis: An International Journal

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Research article

First published 1992-8

On training sample size and complexity of artificial neural net classifier

Anil Jain, Šarūnas Raudys

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2003-9

Choosing a Better Training Sample for Classifying an Individual into One of Two Correlated Normal Populations

Subhadip Bandyopadhyay, Shibdas Bandyopadhyay

Calcutta Statistical Association Bulletin

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Research article

First published 2005-3

Exact Density of W Classification Statistic Based on Unmatched Training Sample from Correlated Populations

Subhadip Bandyopadhyay, Shibdas Bandyopadhyay

Calcutta Statistical Association Bulletin

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Research article

First published 2026-2

Self-Supervised Pre-Training With Adaptive Sampling for Fine-Grained Image Retrieval

Xiaoqing Li, Ya Wang

The European Journal on Artificial Intelligence

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Research article

First published 2021-9

Doppler distortion removal based on Dopplerlet transform and re-sampling for wayside fault diagnosis of train bearings

Ao Zhang, Changqing Shen, Qingbo He [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025

Hierarchical-injected noise-enhanced convolutional neural network for rolling bearing fault diagnosis under limited training samples

Jimeng Li, Shi Zhang, Huixin Zhang [...]

Structural Health Monitoring

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Research article

First published 2001-11

Improvement of the Parzen classifier in small training sample size situations

Yoshihiko Muto, Yoshihiko Hamamoto

Intelligent Data Analysis: An International Journal

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Research article

First published 1984-11

Number of Samples and Wavelengths Required for the Training Set in Near-Infrared Reflectance Spectroscopy

D. E. Honigs, G. M. Hieftje, T. Hirschfeld

Applied Spectroscopy

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Research article

First published 2025-6

Quality control of training samples for agricultural statistics using Earth observation

Lorenzo de Simone, Estefanía Pizarro, Jonathan Paredes [...]

Statistical Journal of the IAOS

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