Sage Journals: Discover world-class research

Retricted access

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

Retricted access

Research article

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

Retricted access

Research article

First published 2023-11

HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification

Lilong Duan, Wei Xue, Xiaolei Gu [...]

Intelligent Data Analysis: An International Journal

Retricted access

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

Retricted access

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

Retricted access

Research article

First published 2022-6

Hyperspectral imaging for classification of bulk grain samples with deep convolutional neural networks

Erik Schou Dreier, Klavs Martin Sorensen, Toke Lund-Hansen [...]

Journal of Near Infrared Spectroscopy

Retricted access

Research article

First published 2019-9

A new method using the convolutional neural network with compressive sensing for fabric defect classification based on small sample sizes

Bing Wei, Kuangrong Hao, Xue-song Tang [...]

Textile Research Journal

Retricted access

Research article

First published 2002-4

Principal Discriminant Variate Method for Classification of Multicollinear Data: Applications to Near-Infrared Spectra of Cow Blood Samples

Jian-Hui Jiang, Roumiana Tsenkova, Yuqing Wu [...]

Applied Spectroscopy

Retricted access

Research article

First published 1994-9

Classification of Grab Samples Using Composite Sampling: An Improved Strategy

Soma Sengupta, Nagaraj K. Neerchal

Calcutta Statistical Association Bulletin

Retricted access

Research article

First published 2023-6

Shifted Excitation Raman Difference Spectroscopy Combined with Wide Area Illumination and Sample Rotation for Wood Species Classification

Kay Sowoidnich, Michael Towrie, Pavel Matousek

Applied Spectroscopy

Search results