Ouyang, Jiandong; Wang, Yuxun; Li, Qin Secure delegated quantum algorithms for solving Mahalanobis distance. (English) Zbl 07723564 Physica A 625, Article ID 129025, 12 p. (2023). MSC: 82-XX PDFBibTeX XMLCite \textit{J. Ouyang} et al., Physica A 625, Article ID 129025, 12 p. (2023; Zbl 07723564) Full Text: DOI
Piccialli, Veronica; Russo Russo, Anna; Sudoso, Antonio M. An exact algorithm for semi-supervised minimum sum-of-squares clustering. (English) Zbl 1520.62090 Comput. Oper. Res. 147, Article ID 105958, 21 p. (2022). MSC: 62H30 68T05 90C22 90C57 PDFBibTeX XMLCite \textit{V. Piccialli} et al., Comput. Oper. Res. 147, Article ID 105958, 21 p. (2022; Zbl 1520.62090) Full Text: DOI arXiv
Bagnato, Luca; Punzo, Antonio; Zoia, Maria Grazia Leptokurtic moment-parameterized elliptically contoured distributions with application to financial stock returns. (English) Zbl 07532286 Commun. Stat., Theory Methods 51, No. 2, 486-500 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Bagnato} et al., Commun. Stat., Theory Methods 51, No. 2, 486--500 (2022; Zbl 07532286) Full Text: DOI
Gillard, Jonathan; O’Riordan, Emily; Zhigljavsky, Anatoly Simplicial and minimal-variance distances in multivariate data analysis. (English) Zbl 1484.62062 J. Stat. Theory Pract. 16, No. 1, Paper No. 9, 30 p. (2022). MSC: 62H12 62J07 62F12 62-08 PDFBibTeX XMLCite \textit{J. Gillard} et al., J. Stat. Theory Pract. 16, No. 1, Paper No. 9, 30 p. (2022; Zbl 1484.62062) Full Text: DOI
Abdolali, Maryam; Gillis, Nicolas Beyond linear subspace clustering: a comparative study of nonlinear manifold clustering algorithms. (English) Zbl 1486.68139 Comput. Sci. Rev. 42, Article ID 100435, 24 p. (2021). MSC: 68T05 62H30 62R07 62R30 68T07 62-02 68-02 PDFBibTeX XMLCite \textit{M. Abdolali} and \textit{N. Gillis}, Comput. Sci. Rev. 42, Article ID 100435, 24 p. (2021; Zbl 1486.68139) Full Text: DOI arXiv
Abin, Ahmad Ali; Bashiri, Mohammad Ali; Beigy, Hamid Learning a metric when clustering data points in the presence of constraints. (English) Zbl 1474.30037 Adv. Data Anal. Classif., ADAC 14, No. 1, 29-56 (2020). MSC: 30C40 54E35 91C20 PDFBibTeX XMLCite \textit{A. A. Abin} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 29--56 (2020; Zbl 1474.30037) Full Text: DOI
Yu, Panpan; Li, Qingna Ordinal distance metric learning with MDS for image ranking. (English) Zbl 1386.68144 Asia-Pac. J. Oper. Res. 35, No. 1, Article ID 1850007, 19 p. (2018). MSC: 68T05 62F07 68P05 PDFBibTeX XMLCite \textit{P. Yu} and \textit{Q. Li}, Asia-Pac. J. Oper. Res. 35, No. 1, Article ID 1850007, 19 p. (2018; Zbl 1386.68144) Full Text: DOI arXiv
Nguyen, Bac; Morell, Carlos; De Baets, Bernard Supervised distance metric learning through maximization of the Jeffrey divergence. (English) Zbl 1429.68235 Pattern Recognition 64, 215-225 (2017). MSC: 68T05 94A17 PDFBibTeX XMLCite \textit{B. Nguyen} et al., Pattern Recognition 64, 215--225 (2017; Zbl 1429.68235) Full Text: DOI
Abin, Ahmad Ali; Beigy, Hamid Active constrained fuzzy clustering: a multiple kernels learning approach. (English) Zbl 1373.68307 Pattern Recognition 48, No. 3, 953-967 (2015). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{A. A. Abin} and \textit{H. Beigy}, Pattern Recognition 48, No. 3, 953--967 (2015; Zbl 1373.68307) Full Text: DOI
Paternain, D.; Fernandez, J.; Bustince, H.; Mesiar, R.; Beliakov, G. Construction of image reduction operators using averaging aggregation functions. (English) Zbl 1360.68881 Fuzzy Sets Syst. 261, 87-111 (2015). MSC: 68U10 PDFBibTeX XMLCite \textit{D. Paternain} et al., Fuzzy Sets Syst. 261, 87--111 (2015; Zbl 1360.68881) Full Text: DOI
Wang, Qianying; Yuen, Pong C.; Feng, Guocan Semi-supervised metric learning via topology preserving multiple semi-supervised assumptions. (English) Zbl 1323.68447 Pattern Recognition 46, No. 9, 2576-2587 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{Q. Wang} et al., Pattern Recognition 46, No. 9, 2576--2587 (2013; Zbl 1323.68447) Full Text: DOI
Mu, Yang; Ding, Wei; Tao, Dacheng Local discriminative distance metrics ensemble learning. (English) Zbl 1316.68118 Pattern Recognition 46, No. 8, 2337-2349 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Mu} et al., Pattern Recognition 46, No. 8, 2337--2349 (2013; Zbl 1316.68118) Full Text: DOI
Zhang, Zhao; Zhao, Mingbo; Chow, Tommy W. S. Marginal semi-supervised sub-manifold projections with informative constraints for dimensionality reduction and recognition. (English) Zbl 1258.68132 Neural Netw. 36, 97-111 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 36, 97--111 (2012; Zbl 1258.68132) Full Text: DOI
Peng, Xinjun; Xu, Dong Twin Mahalanobis distance-based support vector machines for pattern recognition. (English) Zbl 1248.68416 Inf. Sci. 200, 22-37 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{X. Peng} and \textit{D. Xu}, Inf. Sci. 200, 22--37 (2012; Zbl 1248.68416) Full Text: DOI
Zhao, Mingbo; Zhang, Zhao; Chow, Tommy W. S. Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction. (English) Zbl 1231.68226 Pattern Recognition 45, No. 4, 1482-1499 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{M. Zhao} et al., Pattern Recognition 45, No. 4, 1482--1499 (2012; Zbl 1231.68226) Full Text: DOI
Khalid, Shehzad; Razzaq, Shahid Frameworks for multivariate \(m\)-mediods based modeling and classification in Euclidean and general feature spaces. (English) Zbl 1227.68090 Pattern Recognition 45, No. 3, 1092-1103 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{S. Khalid} and \textit{S. Razzaq}, Pattern Recognition 45, No. 3, 1092--1103 (2012; Zbl 1227.68090) Full Text: DOI
Yin, Xuesong; Hu, Enliang Distance metric learning guided adaptive subspace semi-supervised clustering. (English) Zbl 1267.68195 Front. Comput. Sci. China 5, No. 1, 100-108 (2011). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Yin} and \textit{E. Hu}, Front. Comput. Sci. China 5, No. 1, 100--108 (2011; Zbl 1267.68195) Full Text: DOI
Kokiopoulou, E.; Chen, Jie; Saad, Yousef Trace optimization and eigenproblems in dimension reduction methods. (English) Zbl 1249.65075 Numer. Linear Algebra Appl. 18, No. 3, 565-602 (2011). MSC: 65F15 90C90 PDFBibTeX XMLCite \textit{E. Kokiopoulou} et al., Numer. Linear Algebra Appl. 18, No. 3, 565--602 (2011; Zbl 1249.65075) Full Text: DOI
Baghshah, Mahdieh Soleymani; Shouraki, Saeed Bagheri Non-linear metric learning using pairwise similarity and dissimilarity constraints and the geometrical structure of data. (English) Zbl 1207.68261 Pattern Recognition 43, No. 8, 2982-2992 (2010). MSC: 68T10 68P05 PDFBibTeX XMLCite \textit{M. S. Baghshah} and \textit{S. B. Shouraki}, Pattern Recognition 43, No. 8, 2982--2992 (2010; Zbl 1207.68261) Full Text: DOI
Wang, Xiaoming; Chung, Fu-Lai; Wang, Shitong On minimum class locality preserving variance support vector machine. (English) Zbl 1213.68510 Pattern Recognition 43, No. 8, 2753-2762 (2010). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Wang} et al., Pattern Recognition 43, No. 8, 2753--2762 (2010; Zbl 1213.68510) Full Text: DOI