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Open access

Research article

First published 2019

Dimension reduction of high-dimensional dataset with missing values

Ran Zhang, Bin Ye, Peng Liu

Journal of Algorithms & Computational Technology

Retricted access

Research article

First published 2023-5

Dimensionality reduction of large datasets with explicit feature maps

Deena P. Francis, Kumudha Raimond, G. Jaspher W. Kathrine

Intelligent Decision Technologies

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Research article

First published 2023-07

Quantifying Cell-Type-Specific Differences of Single-Cell Datasets Using Uniform Manifold Approximation and Projection for Dimension Reduction and Shapley Additive exPlanations

Hong Seo Lim, Peng Qiu

Journal of Computational Biology

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Research article

First published 2013-9

Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large Datasets

Marcin Kruczyk, Nicholas Baltzer, Jakub Mieczkowski [...]

Fundamenta Informaticae

Free access

Research article

First published 2024-02-02

Reduction of overfitting on the highly imbalanced ISIC-2019 skin dataset using deep learning frameworks

Erapaneni Gayatri, S.L. Aarthy

Journal of X-Ray Science and Technology

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Research article

First published 2025-12

RETRACTED: Enhancing the feature selection by employing improved optimization with Simulated Annealing Algorithm for dimensionality reduction in intrusion detection dataset

A. Arulmurugan, G. Jose Moses, Ongole Gandhi [...]

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

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Review article

First published 2003-05

Methods of predicting urban domestic energy demand with reduced datasets: a review and a new GIS-based approach

R M Rylatt, S J Gadsden, K J Lomas

Building Services Engineering Research & Technology

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Article commentary

First published 2009-10

Commentary: Population-Based Outcomes from Administrative Datasets: Shedding Light on the Potential of Endovascular Repair to Reduce Mortality from Ruptured AAA

Peter J. Holt, Robert J. Hinchliffe, Matthew M. Thompson

Journal of Endovascular Therapy

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Research article

First published 2022-9

Generating floor plans with deep learning: A cross-validation assessment over different dataset sizes

Ricardo C Rodrigues, Rovenir B Duarte

International Journal of Architectural Computing

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Research article

First published 2024-09-05

Exploring Climate Interactions: A Fuzzy Rough Set Theory Approach

Leena Sharma, Hemlata Saxena, Minakshi Panchal

Journal of Climate Change

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