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Academic Journal

Chance constrained programs with Gaussian mixture models.

Authors : Hu, Zhaolin¹ (AUTHOR); Sun, Wenjie² (AUTHOR); Zhu, Shushang³ (AUTHOR)

Subjects: *MATHEMATICAL optimization; *HEDGE funds; GAUSSIAN mixture models

Source: IISE Transactions. Dec 2022, Vol. 54 Issue 12, p1117-1130. 14p.

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Academic Journal

Nucleus segmentation of white blood cells in blood smear images by modeling the pixels' intensities as a set of three Gaussian distributions.

Authors : Garcia-Lamont, Farid¹ (AUTHOR) ; Lopez-Chau, Asdrubal² (AUTHOR) ; Cervantes, Jair¹ (AUTHOR)

Subjects: LEUCOCYTES; GAUSSIAN mixture models; IMAGE processing

Source: Medical & Biological Engineering & Computing. Aug2024, Vol. 62 Issue 8, p2371-2388. 18p.

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Academic Journal

Convergence of parameter estimation of a Gaussian mixture model minimizing the Gini index of dissimilarity.

Authors : López Lobato, Adriana Laura¹ (AUTHOR) ; Avendaño Garrido, Martha Lorena¹ (AUTHOR)

Subjects: *PARAMETER estimation; GAUSSIAN mixture models

Source: Communications in Statistics: Theory & Methods. 2024, Vol. 53 Issue 17, p6030-6037. 8p.

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Academic Journal

Gaussian Mixture Regression Model with Sparsity for Clustering of Territory Risk in Auto Insurance.

Authors : Xie, Shengkun¹ (AUTHOR) ; Gan, Chong² (AUTHOR); Lawniczak, Anna T.² (AUTHOR)

Subjects: *INSURANCE rates; *AUTOMOBILE insurance; GAUSSIAN mixture models

Source: Asia-Pacific Journal of Risk & Insurance. Jul2024, Vol. 18 Issue 2, p175-206. 32p.

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Academic Journal

GMM-based procedure for multiple hypotheses testing.

Authors : Zhang, Jingyi¹ (AUTHOR); He, Zhijian¹ (AUTHOR)

Subjects: GAUSSIAN mixture models; FALSE discovery rate; HYPOTHESIS

Source: Communications in Statistics: Simulation & Computation. 2024, Vol. 53 Issue 6, p2605-2623. 19p.

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Academic Journal

New precise model of studentized principal components.

Authors : Kobayashi, Yasuyuki¹ (AUTHOR)

Subjects: *RANDOM variables; *DISCRIMINANT analysis; *CLUSTER analysis (Statistics)

Source: Communications in Statistics: Theory & Methods. 2024, Vol. 53 Issue 2, p487-504. 18p.

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Academic Journal

Detecting sparse heterogeneous mixtures in a two-sample problem.

Authors : Huang, Rong¹ (AUTHOR)

Subjects: GAUSSIAN mixture models; LIKELIHOOD ratio tests; MIXTURES

Source: Communications in Statistics: Theory & Methods. 2023, Vol. 52 Issue 5, p1333-1347. 15p.

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Academic Journal

Contextual classification for smart machining based on unsupervised machine learning by Gaussian mixture model.

Authors : Wang, Zhiqiang¹ (AUTHOR); Ritou, Mathieu¹ (AUTHOR) ; Da Cunha, Catherine² (AUTHOR)

Subjects: *MACHINING; *COMPUTERS; *DATA mining

Source: International Journal of Computer Integrated Manufacturing. Oct-Nov2020, Vol. 33 Issue 10/11, p1042-1054. 13p. 2 Color Photographs, 1 Diagram, 4 Charts, 8 Graphs.

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Academic Journal

Geometric consistency of principal component scores for high‐dimensional mixture models and its application.

Authors : Yata, Kazuyoshi¹ (AUTHOR); Aoshima, Makoto¹ (AUTHOR)

Subjects: GAUSSIAN mixture models; PRINCIPAL components analysis; MIXTURES

Source: Scandinavian Journal of Statistics. Sep2020, Vol. 47 Issue 3, p899-921. 23p.

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Academic Journal

Eigen Selection in Spectral Clustering: A Theory-Guided Practice.

Authors : Han, Xiao¹ (AUTHOR); Tong, Xin² (AUTHOR); Fan, Yingying² (AUTHOR)

Subjects: EIGENVECTORS; GAUSSIAN mixture models; EIGENANALYSIS

Source: Journal of the American Statistical Association. Mar2023, Vol. 118 Issue 541, p109-121. 13p.

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