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Research article

First published 2026

Network-based data complexity measures for multiclass classification of hybrid data and its correlation with supervised classifiers

Francisco J Camacho-Urriolagoitia, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2004-10

Multiclass Decision Forest—A Novel Pattern Recognition Method for Multiclass Classification in Microarray Data Analysis

Huixiao Hong, Weida Tong, Roger Perkins [...]

DNA and Cell Biology

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Research article

First published 2014-11

Cluster-based sampling of multiclass imbalanced data

Wanthanee Prachuabsupakij, Nuanwan Soonthornphisaj

Intelligent Data Analysis: An International Journal

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Research article

First published 2012-1

Estimation of Multiclass and Multilane Counts from Aggregate Loop Detector Data

Yufei Yuan, R. Eddie Wilson, Hans van Lint [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-7

A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data

Ekaterina Merkurjev

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2012

Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning

Zhenqiu Liu, Halima Bensmail, Ming Tan

Evolutionary Bioinformatics

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Research article

First published 2025-09

Bridging Data Limitations in Neurosurgery with Synthetic Data Generation: Generative Adversarial Network-Powered Multiclass Classification of Aneurysm Occlusion Grades

Shrinit Babel, Elliot Pressman, Joshua H. Weinberg [...]

AI in Neuroscience

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Research article

First published 2022-3

Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset

Pedro Pablo González-Pérez, Máximo Eduardo Sánchez-Gutiérrez

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-12

RETRACTED: Bayesian approach to incremental batch learning on forest cover sensor data for multiclass classification

Venkata Vara Prasad D, Lokeswari Y Venkataramana, Saraswathi S [...]

Concurrent Engineering

Open access

Research article

First published 2022-7

The robustness of popular multiclass machine learning models against poisoning attacks: Lessons and insights

Majdi Maabreh, Arwa Maabreh, Basheer Qolomany [...]

International Journal of Distributed Sensor Networks

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