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A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.

• Authors : Sabri, Mohammed^1,2 (AUTHOR) ; Verde, Rosanna² (AUTHOR); Balzanella, Antonio² (AUTHOR)

• Source: Journal of Classification. Jul2024, Vol. 41 Issue 2, p264-288. 25p.

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Classification Under Partial Reject Options

• Authors : Karlsson, Måns, 1988; Hössjer, Ola, 1964

Subjects: Blockwise cross-validation; Bayesian classification; Conformal prediction

• Source: Journal of Classification. 41:2-37

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Classification Trees with Mismeasured Responses.

• Authors : Diao, Liqun¹ ; Yi, Grace Y.²

• Source: Journal of Classification. Apr2023, Vol. 40 Issue 1, p168-191. 24p.

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Polarized Classification Tree Models: Theory and Computational Aspects.

• Authors : Ballante, Elena¹ ; Galvani, Marta¹; Uberti, Pierpaolo²

• Source: Journal of Classification. Oct2021, Vol. 38 Issue 3, p481-499. 19p.

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Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information.

• Authors : Giubilei, Riccardo^1,2 ; Brutti, Pierpaolo¹

• Source: Journal of Classification. Jul2022, Vol. 39 Issue 2, p302-325. 24p.

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Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures.

• Authors : McLaughlin, Paul¹; Franczak, Brian C.² ; Kashlak, Adam B.¹

Subjects: *Classification; Expectation-maximization algorithms; Parameter estimation

• Source: Journal of Classification. Mar2024, Vol. 41 Issue 1, p65-93. 29p.

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Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data.

• Authors : Gaye, Aboubacry^1,2 ; Ka Diongue, Abdou¹; Sylla, Seydou Nourou³

• Source: Journal of Classification. Mar2024, Vol. 41 Issue 1, p158-169. 12p.

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Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization.

• Authors : Vahidi, Milad¹; Aghakhani, Sina²; Martín, Diego³

• Source: Journal of Classification. Nov2023, Vol. 40 Issue 3, p552-587. 36p.

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On Fractionally-Supervised Classification: Weight Selection and Extension to the Multivariate t-Distribution.

• Authors : Gallaugher, Michael P. B.¹ (AUTHOR); McNicholas, Paul D.¹ (AUTHOR)

• Source: Journal of Classification. Jul2019, Vol. 36 Issue 2, p232-265. 34p.

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An Algorithm for Ordinal Classification Based on Pairwise Comparison.

• Authors : Yang, Yunli¹; Chen, Baiyu¹; Yang, Zhouwang¹

• Source: Journal of Classification. Apr2020, Vol. 37 Issue 1, p158-179. 22p.

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