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Articles (368)

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1-10 of 368 results for dataset preprocessing

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Select article: A meta-heuristic framework based on clustering and preprocessed datasets for solving the link prediction problem

Retricted access

Research article

First published 2019-12

A meta-heuristic framework based on clustering and preprocessed datasets for solving the link prediction problem

Reham Shawqi Barham, Ahmad Sharieh, Azzam Sleit

Journal of Information Science

Select article: Finding Differentially Expressed Genes in Two-Channel DNA Microarray Datasets: How to Increase Reliability of Data Preprocessing

Open access

Research article

First published 2008-09

Finding Differentially Expressed Genes in Two-Channel DNA Microarray Datasets: How to Increase Reliability of Data Preprocessing

Ana Rotter, Matjaž Hren, Špela Baebler [...]

OMICS: A Journal of Integrative Biology

Select article: Modified capsule network for diabetic retinopathy detection and classification using fundus images

Retricted access

Research article

First published 2023-04-03

Modified capsule network for diabetic retinopathy detection and classification using fundus images

A. Arockia Aswini, T.S. Sivarani

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

Select article: Prediction of exam scores using a multi-sensor approach for wearable exam stress dataset with uniform preprocessing

Free access

Research article

First published 2023-11

Prediction of exam scores using a multi-sensor approach for wearable exam stress dataset with uniform preprocessing

Vytautas Abromavičius, Artūras Serackis, Andrius Katkevičius [...]

Technology and Health Care

Select article: PurifyR: An R Package for Highly Automated,Reproducible Variable Extraction and Standardization

Open access

Research article

First published 2020-01

PurifyR: An R Package for Highly Automated,Reproducible Variable Extraction and Standardization

Wienand A. Omta, Roy G. van Heesbeen, Ian Shen [...]

Network and Systems Medicine

Select article: Preprocessing Steps for Agilent MicroRNA Arrays: Does the Order Matter

Open access

Research article

First published 2014

Preprocessing Steps for Agilent MicroRNA Arrays: Does the Order Matter

Li-Xuan Qin, Huei-Chung Huang, Qin Zhou

Cancer Informatics

Select article: Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records

Open access

Research article

First published 2025-7

Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records

Chun-Wei Tseng, Ling-Chun Sun, Ke-Feng Lin [...]

Health Informatics Journal

Select article: Multilayer perceptron-based self-care early prediction of children with disabilities

Open access

Research article

First published 2023

Multilayer perceptron-based self-care early prediction of children with disabilities

Rahman Ali, Jamil Hussain, Seung Won Lee

DIGITAL HEALTH

Select article: Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases

Open access

Research article

First published 2025

Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases

Ling-Chun Sun, Chun-Wei Tseng, Ke-Feng Lin [...]

DIGITAL HEALTH

Select article: Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection

Open access

Research article

First published 2024-1

Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection

L. Valtonen, Saku J. Mäkinen, Johanna Kirjavainen

Organizational Research Methods

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