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First published 2019-04-10

Random subspace oracle (RSO) ensemble to solve small sample-sized classification problems

Boon Pin Ooi, Norasmadi Abdul Rahim, Ammar Zakaria [...]

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

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First published 2012-11

Solving Inverse Structural Reliability Problem Using Artificial Neural Networks and Small-Sample Simulation

David Lehký, Drahomír Novák

Advances in Structural Engineering

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First published 1983-10

Problems of Generalizing from Small Samples: Comment on Larde and Clopton

Kenneth A. Wallston

Psychological Reports

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First published 2021-3

Small sample sizes: A big data problem in high-dimensional data analysis

Frank Konietschke, Karima Schwab, Markus Pauly

Statistical Methods in Medical Research

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First published 2026-1

A novel approach to boring feed force estimation using Pearson-correlation-based weighted interpolation and virtual sampling

Aslan Akdulum, Yunus Kayir

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

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First published 2023-9

Adversarial unsupervised domain adaptation based on generative adversarial network for stock trend forecasting

Qiheng Wei, Qun Dai

Intelligent Data Analysis: An International Journal

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First published 2019-7

Transfer learning with convolutional neural networks for small sample size problem in machinery fault diagnosis

Dengyu Xiao, Yixiang Huang, Chengjin Qin [...]

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

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First published 2017-5-16

Linear discriminant analysis: A detailed tutorial

Alaa Tharwat, Tarek Gaber, Abdelhameed Ibrahim [...]

The European Journal on Artificial Intelligence

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First published 2021-1

A fair CoP? MRF sampling,testing and reporting: Big problems caused by small particles. Part 1: Compliance difficulties and data validity

Alan Robert McKenzie Kirk, Zarreen Banon Mokaddam

Waste Management & Research: The Journal for a Sustainable Circular Economy

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Research article

First published 2021-1

A fair CoP? MRF sampling,testing and reporting: Big problems caused by small particles. Part 2: Operational realities and financial implications

Alan Robert McKenzie Kirk, Zarreen Banon Mokaddam

Waste Management & Research: The Journal for a Sustainable Circular Economy

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