Yang, Xiaojun; Cao, Chuanjie; Zhou, Keyi; Peng, Siyuan; Wang, Zheng; Lin, Liang; Nie, Feiping A novel linear discriminant analysis based on alternate ratio sum minimization. (English) Zbl 07963518 Inf. Sci. 689, Article ID 121444, 21 p. (2025). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lu, Bin; Wang, Fuwang; Chen, Junxiang; Wen, Guilin; Fu, Rongrong Improving two-dimensional linear discriminant analysis with L1 norm for optimizing EEG signal. (English) Zbl 07950810 Inf. Sci. 690, Article ID 121585, 15 p. (2025). MSC: 92-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Jaehoan; Park, Junyong; Park, Hoyoung High dimensional discriminant rules with shrinkage estimators of the covariance matrix and mean vector. (English) Zbl 07923804 J. Stat. Plann. Inference 234, Article ID 106199, 21 p. (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kabán, Ata; Palias, Efstratios A Bhattacharyya-type conditional error bound for quadratic discriminant analysis. (English) Zbl 07949655 Methodol. Comput. Appl. Probab. 26, No. 4, Paper No. 38, 17 p. (2024). MSC: 60-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Smith, Dianna Looking back: selected contributions by C. R. Rao to multivariate analysis. (English) Zbl 07947002 Scand. J. Stat. 51, No. 4, 1393-1424 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bing, Xin; Wegkamp, Marten Interpolating discriminant functions in high-dimensional Gaussian latent mixtures. (English) Zbl 07943914 Biometrika 111, No. 1, 291-308 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Braga-Neto, Ulisses Fundamentals of pattern recognition and machine learning. 2nd revised and expanded edition. (English) Zbl 07940697 Cham: Springer (ISBN 978-3-031-60949-7/hbk; 978-3-031-60952-7/pbk; 978-3-031-60950-3/ebook). xxi, 400 p. (2024). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 62H30 68T05 68T07 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Graf, Ricarda; Zeldovich, Marina; Friedrich, Sarah Comparing linear discriminant analysis and supervised learning algorithms for binary classification – a method comparison study. (English) Zbl 1547.62244 Biom. J. 66, No. 1, Article ID 2200098, 20 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Han, Sangil; Kim, Minwoo; Jung, Sungkyu; Ahn, Jeongyoun Sparse ordinal discriminant analysis. (English) Zbl 1547.62256 Biometrics 80, No. 1, Article ID ujad040, 11 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Gang, Bowen; Shi, Yuantao; Sun, Wenguang A locally adaptive shrinkage approach to false selection rate control in high-dimensional classification. (English) Zbl 07928649 Stat. Sin. 34, No. 4, 1821-1842 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Chun-Na; Ren, Pei-Wei; Guo, Yan-Ru; Ye, Ya-Fen; Shao, Yuan-Hai Regularized linear discriminant analysis based on generalized capped \(l_{2, q}\)-norm. (English) Zbl 07910158 Ann. Oper. Res. 339, No. 3, 1433-1459 (2024). MSC: 90C30 90C90 × Cite Format Result Cite Review PDF Full Text: DOI
Mardia, Kanti V. Fisher’s pioneering work on discriminant analysis and its impact on artificial intelligence. (English) Zbl 07904782 J. Multivariate Anal. 203, Article ID 105341, 20 p. (2024). MSC: 62Hxx 62H30 68T10 62P10 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Shuoyang; Shang, Zuofeng; Cao, Guanqun; Liu, Jun S. Optimal classification for functional data. (English) Zbl 07901853 Stat. Sin. 34, No. 3, 1545-1564 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ling, Si-Tao; Hu, Zhe-Han; Yang, Bing; Li, Yi-Ding Color linear discriminant analysis for face recognition based on quaternion model. (English) Zbl 1547.62086 Pac. J. Optim. 20, No. 2, 265-285 (2024). MSC: 62H35 15A18 62H30 68T10 × Cite Format Result Cite Review PDF Full Text: Link
Lai, Zhihui; Liang, Guangfei; Zhou, Jie; Kong, Heng; Lu, Yuwu A joint learning framework for optimal feature extraction and multi-class SVM. (English) Zbl 07864672 Inf. Sci. 671, Article ID 120656, 15 p. (2024). MSC: 68T05 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Cavicchioli, Maddalena Generalized autocovariance matrices for multivariate time series. (English) Zbl 07859033 Commun. Stat., Theory Methods 53, No. 10, 3797-3817 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Tang, Lu; Biswas, Anjan; Yıldırım, Yakup; Aphane, Maggie; Alghamdi, Abdulah A. Bifurcation analysis and optical soliton perturbation with Radhakrishnan-Kundu-Lakshmanan equation. (English) Zbl 1540.35043 Proc. Est. Acad. Sci. 73, No. 1, 17-28 (2024). MSC: 35B32 35C08 35Q55 × Cite Format Result Cite Review PDF Full Text: DOI
von Rosen, Dietrich; Singull, Martin Using the growth curve model in classification of repeated measurements. (English) Zbl 07842257 Ann. Inst. Stat. Math. 76, No. 3, 511-534 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Duanzhang; Chen, Hongmei; Mi, Yong; Luo, Chuan; Horng, Shi-Jinn; Li, Tianrui Unsupervised feature selection via dual space-based low redundancy scores and extended OLSDA. (English) Zbl 07840708 Inf. Sci. 662, Article ID 120227, 22 p. (2024). MSC: 68-XX 92-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Chunyan; Li, Zhao The dynamical behavior analysis and the traveling wave solutions of the stochastic Sasa-Satsuma equation. (English) Zbl 1542.34027 Qual. Theory Dyn. Syst. 23, No. 4, Paper No. 157, 22 p. (2024). MSC: 34C05 35R60 35C07 37C60 × Cite Format Result Cite Review PDF Full Text: DOI
Kanuti Ngailo, Edward; Ngaruye, Innocent Asymptotic results for expected probability of misclassifications in linear discriminant analysis with repeated measurements. (English) Zbl 07833911 Commun. Stat., Theory Methods 53, No. 6, 1942-1963 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Jianhua; Liang, Haiye; Li, Shulan; Yang, Zhiji; Wang, Zhen Matrix-based vs. vector-based linear discriminant analysis: a comparison of regularized variants on multivariate time series data. (English) Zbl 07803388 Inf. Sci. 654, Article ID 119872, 18 p. (2024). MSC: 68-XX 94-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Ning; Wang, Wenjing; Zhang, Xin Parsimonious tensor discriminant analysis. (English) Zbl 07796625 Stat. Sin. 34, No. 1, 157-180 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Zhihong; Chen, Hongmei; Yuan, Zhong; Li, Tianrui Fuzzy-rough hybrid dimensionality reduction. (English) Zbl 1543.68376 Fuzzy Sets Syst. 459, 95-117 (2023). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Luo, Jingxuan; Li, Xuejiao; Yu, Chongxiu; Li, Gaorong Multiclass sparse discriminant analysis incorporating graphical structure among predictors. (English) Zbl 07798015 J. Classif. 40, No. 3, 614-637 (2023). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Umunoza Gasana, Emelyne; von Rosen, Dietrich; Singull, Martin An Edgeworth-type expansion for the distribution of a likelihood-based discriminant function. (English) Zbl 07792810 J. Stat. Comput. Simulation 93, No. 17, 3185-3202 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Landeros, Alfonso; Lange, Kenneth Algorithms for sparse support vector machines. (English) Zbl 07792043 J. Comput. Graph. Stat. 32, No. 3, 1097-1108 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Chunyan; Wang, Wenjie; Li, Mengzhen Regularized linear discriminant analysis via a new difference-of-convex algorithm with extrapolation. (English) Zbl 1532.90079 J. Inequal. Appl. 2023, Paper No. 90, 8 p. (2023). MSC: 90C25 × Cite Format Result Cite Review PDF Full Text: DOI
Jana, Nabakumar; Dey, Santanu Classification of observations into von Mises-Fisher populations with unknown parameters. (English) Zbl 07773971 Commun. Stat., Simulation Comput. 52, No. 9, 4392-4413 (2023). MSC: 62H30 62F30 × Cite Format Result Cite Review PDF Full Text: DOI
Atkins, Summer; Einarsson, Gudmundur; Clemmensen, Line; Ames, Brendan Proximal methods for sparse optimal scoring and discriminant analysis. (English) Zbl 07773160 Adv. Data Anal. Classif., ADAC 17, No. 4, 983-1036 (2023). MSC: 62H30 62J12 90C26 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cheng, Jiahui; Chen, Minshuo; Liu, Hao; Zhao, Tuo; Liao, Wenjing High dimensional binary classification under label shift: phase transition and regularization. (English) Zbl 1538.62193 Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 32, 33 p. (2023). MSC: 62H30 62J05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yang, Hannan; Lin, Danyu; Li, Quefeng An efficient greedy search algorithm for high-dimensional linear discriminant analysis. (English) Zbl 07767610 Stat. Sin. 33, Spec. Iss., 1343-1364 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zeng, Jing; Zhang, Xin; Mai, Qing An efficient convex formulation for reduced-rank linear discriminant analysis in high dimensions. (English) Zbl 07767606 Stat. Sin. 33, Spec. Iss., 1249-1270 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Navarro, Jorge; Buono, Francesco; Arevalillo, Jorge M. A new separation index and classification techniques based on Shannon entropy. (English) Zbl 1523.62077 Methodol. Comput. Appl. Probab. 25, No. 4, Paper No. 78, 24 p. (2023). MSC: 62N05 62G07 62B10 90B25 94A17 × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Weichang; Wade, Sara; Bondell, Howard D.; Azizi, Lamiae Nonstationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data. (English) Zbl 07747460 J. Comput. Graph. Stat. 32, No. 2, 588-600 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Beck, Amir; Sharon, Raz A branch and bound method solving the max-min linear discriminant analysis problem. (English) Zbl 1533.90132 Optim. Methods Softw. 38, No. 5, 1031-1057 (2023). MSC: 90C47 90C57 90C26 × Cite Format Result Cite Review PDF Full Text: DOI
Chang, Jing Functional data classification using the rotation forest method combined with the patch selection. (English) Zbl 07739079 Commun. Stat., Simulation Comput. 52, No. 7, 3365-3378 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bing, Xin; Wegkamp, Marten Optimal discriminant analysis in high-dimensional latent factor models. (English) Zbl 1539.62188 Ann. Stat. 51, No. 3, 1232-1257 (2023). MSC: 62H30 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert; Taylor, Jonathan An introduction to statistical learning. With applications in Python. (English) Zbl 07724265 Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023). Reviewer: Nirode C. Mohanty (Huntington Beach) MSC: 62-01 62H30 62-04 62R07 62J12 62H25 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Huang, Li-wen Misclassification analysis of discriminant model. (English) Zbl 1524.62295 Appl. Math., Ser. B (Engl. Ed.) 38, No. 2, 180-191 (2023). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Palias, Efstratios; Kabán, Ata The effect of intrinsic dimension on the Bayes-error of projected quadratic discriminant classification. (English) Zbl 1517.62042 Stat. Comput. 33, No. 4, Paper No. 87, 17 p. (2023). MSC: 62-08 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Anzarmou, Youssef; Mkhadri, Abdallah; Oualkacha, Karim Sparse overlapped linear discriminant analysis. (English) Zbl 1516.62061 Test 32, No. 1, 388-417 (2023). MSC: 62H30 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Vajargah, Kianoush Fathi; Golshan, Hamid Mottaghi; Farahabadi, Fazel Badakhshan Improving the LDA linear discriminant analysis method by eliminating redundant variables for the diagnosis of COVID-19 patients. (English) Zbl 1524.62239 Appl. Appl. Math. 18, No. 1, Paper No. 8, 10 p. (2023). MSC: 62P10 62H05 62H25 62H20 × Cite Format Result Cite Review PDF Full Text: Link
Hofmeyr, David P.; Kamper, Francois; Melonas, Michail C. Optimal projections for Gaussian discriminants. (English) Zbl 07702472 Adv. Data Anal. Classif., ADAC 17, No. 1, 43-73 (2023). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhi, Xiaobin; Yu, Tongjun; Bi, Longtao; Li, Yalan Noise-insensitive discriminative subspace fuzzy clustering. (English) Zbl 07697896 J. Appl. Stat. 50, No. 3, 659-674 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Aminu, Muhammad; Ahmad, Noor A. Effective dimensionality reduction using kernel locality preserving partial least squares discriminant analysis. (English) Zbl 07676021 Bull. Malays. Math. Sci. Soc. (2) 46, No. 3, Paper No. 87, 29 p. (2023). MSC: 62H30 68T10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Karaliutė, Marta; Dučinskas, Kęstutis Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes. (English) Zbl 07670271 Nonlinear Anal., Model. Control 28, No. 2, 250-263 (2023). MSC: 62Mxx 62-XX 62Hxx × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Kai; Lin, Song; Guo, Gong-De Quantum dimensionality reduction by linear discriminant analysis. (English) Zbl 07662570 Physica A 614, Article ID 128554, 14 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Paus, Michiel H. J.; van den Heuvel, Edwin R.; Meddens, Marc J. M. Binary disease prediction using tail quantiles of the distribution of continuous biomarkers. (English) Zbl 07661831 J. Nonparametric Stat. 35, No. 1, 56-87 (2023). MSC: 62Gxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Hirose, Kei; Miura, Kanta; Koie, Atori Hierarchical clustered multiclass discriminant analysis via cross-validation. (English) Zbl 1543.62087 Comput. Stat. Data Anal. 178, Article ID 107613, 21 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
El Saeiti, Riham; García-Fiñana, Marta; Hughes, David M. The effect of random-effects misspecification on classification accuracy. (English) Zbl 07942985 Int. J. Biostat. 18, No. 1, 279-292 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Raymaekers, Jakob; Rousseeuw, Peter J.; Hubert, Mia Class maps for visualizing classification results. (English) Zbl 07937186 Technometrics 64, No. 2, 151-165 (2022). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Egashira, Kento Asymptotic properties of multiclass support vector machine under high dimensional settings. (English) Zbl 07872091 Commun. Stat., Simulation Comput. 53, No. 4, 1991-2005 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Xiang-Fei; Li, Chun-Na; Shao, Yuan-Hai Robust multi-view discriminant analysis with view-consistency. (English) Zbl 07810765 Inf. Sci. 596, 153-168 (2022). MSC: 68T05 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Yunfeng; Gaynanova, Irina Joint association and classification analysis of multi-view data. (English) Zbl 1520.62404 Biometrics 78, No. 4, 1614-1625 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Junlong Discussion on the paper “A review of distributed statistical inference”. (English) Zbl 1539.62353 Stat. Theory Relat. Fields 6, No. 2, 108-110 (2022). MSC: 62R07 62-02 62G05 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Li-Pang Network-based discriminant analysis for multiclassification. (English) Zbl 07646902 J. Classif. 39, No. 3, 410-431 (2022). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Avagyan, Vahe Precision matrix estimation using penalized generalized Sylvester matrix equation. (English) Zbl 1502.62013 Test 31, No. 4, 950-967 (2022). MSC: 62-08 62H22 62H30 15A24 65F45 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Jiaxin; Zhang, Xiaoqiang; Chang, Xinke; Zhou, Zonghong; Wang, Chao; Fu, Ziguo; Fu, Bin Prediction model for blast-induced structural damage based on an optimized Bayes discriminant analysis model. (English) Zbl 1505.74189 Appl. Math. Modelling 110, 338-366 (2022). MSC: 74R05 74J40 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Qiying; Wang, Huiwen; Wang, Shanshan An efficient approach for discriminant analysis based on adaptive feature augmentation. (English) Zbl 07632294 J. Stat. Comput. Simulation 92, No. 16, 3414-3429 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Ning; Zhang, Xin; Li, Bing Likelihood-based dimension folding on tensor data. (English) Zbl 07602347 Stat. Sin. 32, Spec. Iss. II, 2405-2429 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Nakagawa, Tomoyuki; Ohtsuka, Shuntaro An asymptotic expansion for the distribution of Euclidean distance-based discriminant function in normal populations. (English) Zbl 1495.62051 J. Stat. Theory Pract. 16, No. 4, Paper No. 62, 28 p. (2022). MSC: 62H30 62E20 × Cite Format Result Cite Review PDF Full Text: DOI
Ren, Zhao; Jung, Sungkyu; Qiao, Xingye Covariance-engaged classification of sets via linear programming. (English) Zbl 1524.62302 Stat. Sin. 32, No. 3, 1515-1540 (2022). MSC: 62H30 62H12 62F12 62P10 90C05 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Li, Mengyu; Zhao, Junlong Communication-efficient distributed linear discriminant analysis for binary classification. (English) Zbl 1524.62297 Stat. Sin. 32, No. 3, 1343-1361 (2022). MSC: 62H30 60B20 62R07 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Wan, Shuwen; Peng, Kai A Bayesian discriminant analysis method under semiparametric density ratio models. (English) Zbl 1524.62164 Commun. Stat., Simulation Comput. 51, No. 4, 1759-1766 (2022). MSC: 62G07 62H30 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Fop, Michael; Mattei, Pierre-Alexandre; Bouveyron, Charles; Murphy, Thomas Brendan Unobserved classes and extra variables in high-dimensional discriminant analysis. (English) Zbl 07538944 Adv. Data Anal. Classif., ADAC 16, No. 1, 55-92 (2022). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yamada, Takayuki; Sakurai, Tetsuro; Fujikoshi, Yasunori High-dimensional asymptotic results for EPMCs of W- and Z- rules. (English) Zbl 07535543 Commun. Stat., Theory Methods 51, No. 8, 2385-2413 (2022). MSC: 62H30 62H12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Prendergast, Luke A.; Smith, Jodie A. Influence functions for linear discriminant analysis: sensitivity analysis and efficient influence diagnostics. (English) Zbl 1493.62398 J. Multivariate Anal. 190, Article ID 104993, 13 p. (2022). MSC: 62H30 62H20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kang, Xiaoning; Kang, Lulu; Chen, Wei; Deng, Xinwei A generative approach to modeling data with quantitative and qualitative responses. (English) Zbl 1493.62386 J. Multivariate Anal. 190, Article ID 104952, 22 p. (2022). MSC: 62H30 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mojiri, Arezou; Khalili, Abbas; Hamadani, Ali Zeinal New hard-thresholding rules based on data splitting in high-dimensional imbalanced classification. (English) Zbl 1493.62392 Electron. J. Stat. 16, No. 1, 814-861 (2022). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Takeishi, Naoya; Fujii, Keisuke; Takeuchi, Koh; Kawahara, Yoshinobu Discriminant dynamic mode decomposition for labeled spatiotemporal data collections. (English) Zbl 07518344 SIAM J. Appl. Dyn. Syst. 21, No. 2, 1030-1058 (2022). MSC: 68T10 37M10 37N99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Diatta, Daouda Niang; Diatta, Sény; Rouillier, Fabrice; Roy, Marie-Françoise; Sagraloff, Michael Bounds for polynomials on algebraic numbers and application to curve topology. (English) Zbl 1486.14074 Discrete Comput. Geom. 67, No. 3, 631-697 (2022). Reviewer: Alexander Kovačec (Coimbra) MSC: 14P25 68W30 13P15 14Q05 68Q25 14H50 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Beck, Amir; Sharon, Raz New results on multi-dimensional linear discriminant analysis. (English) Zbl 1525.62024 Oper. Res. Lett. 50, No. 1, 1-7 (2022). MSC: 62H30 90C90 × Cite Format Result Cite Review PDF Full Text: DOI
Park, Juhyun; Ahn, Jeongyoun; Jeon, Yongho Sparse functional linear discriminant analysis. (English) Zbl 07474111 Biometrika 109, No. 1, 209-226 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Fujikoshi, Yasunori High-dimensional consistencies of KOO methods in multivariate regression model and discriminant analysis. (English) Zbl 1493.62305 J. Multivariate Anal. 188, Article ID 104860, 11 p. (2022). MSC: 62H12 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Ta-Hsin Quantile-frequency analysis and spectral measures for diagnostic checks of time series with nonlinear dynamics. (English) Zbl 07949772 J. R. Stat. Soc., Ser. C, Appl. Stat. 70, No. 2, 270-290 (2021). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Baek, Seungchul; Park, Hoyoung; Park, Junyong A high-dimensional classification rule using sample covariance matrix equipped with adjusted estimated eigenvalues. (English) Zbl 07851298 Stat 10, No. 1, Paper No. e358, 10 p. (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Castro Guzman, Grover E.; Fujita, Andre Convolution-based linear discriminant analysis for functional data classification. (English) Zbl 07791390 Inf. Sci. 581, 469-478 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhong, Weichan; Chen, Xiaojun; Nie, Feiping; Huang, Joshua Zhexue Adaptive discriminant analysis for semi-supervised feature selection. (English) Zbl 1527.68203 Inf. Sci. 566, 178-194 (2021). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Ju, Fujiao; Sun, Yanfeng; Gao, Junbin; Hu, Yongli; Yin, Baocai Kronecker-decomposable robust probabilistic tensor discriminant analysis. (English) Zbl 1523.62056 Inf. Sci. 561, 196-210 (2021). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Chun-Na; Shao, Yuan-Hai; Chen, Wei-Jie; Wang, Zhen; Deng, Nai-Yang Generalized two-dimensional linear discriminant analysis with regularization. (English) Zbl 1521.68135 Neural Netw. 142, 73-91 (2021). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Grechuk, Bogdan; Gorban, Alexander N.; Tyukin, Ivan Y. General stochastic separation theorems with optimal bounds. (English) Zbl 1521.68120 Neural Netw. 138, 33-56 (2021). MSC: 68T05 60D05 62H30 92C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Khoder, A.; Dornaika, F. An enhanced approach to the robust discriminant analysis and class sparsity based embedding. (English) Zbl 1521.68129 Neural Netw. 136, 11-16 (2021). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Rahman, Mezbahur; Premarathna, Galkande Iresha Parameter estimation for the mixtures of normal distributions using discriminant analysis. (English) Zbl 1499.62215 Far East J. Theor. Stat. 61, No. 1, 1-20 (2021). MSC: 62H30 62F10 × Cite Format Result Cite Review PDF Full Text: DOI
Price, Bradley S.; Molstad, Aaron J.; Sherwood, Ben Estimating multiple precision matrices with cluster fusion regularization. (English) Zbl 07499920 J. Comput. Graph. Stat. 30, No. 4, 823-834 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ahn, Jeongyoun; Chung, Hee Cheol; Jeon, Yongho Trace ratio optimization for high-dimensional multi-class discrimination. (English) Zbl 07499893 J. Comput. Graph. Stat. 30, No. 1, 192-203 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gardner-Lubbe, Sugnet Linear discriminant analysis for multiple functional data analysis. (English) Zbl 1521.62324 J. Appl. Stat. 48, No. 11, 1917-1933 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Alrawashdeh, Mufda Jameel Robust DetS and DetMM estimators for discriminant analysis. (English) Zbl 1483.62101 Dyn. Contin. Discrete Impuls. Syst., Ser. B, Appl. Algorithms 28, No. 4, 245-262 (2021). MSC: 62H30 62F35 × Cite Format Result Cite Review PDF Full Text: Link
Alrawashdeh, Mufda Jameel An adjusted Grubbs’ and generalized extreme studentized deviation. (English) Zbl 1493.62080 Demonstr. Math. 54, 548-557 (2021). MSC: 62F03 62F35 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Radojičić, Una; Nordhausen, Klaus; Virta, Joni Large-sample properties of unsupervised estimation of the linear discriminant using projection pursuit. (English) Zbl 1498.62123 Electron. J. Stat. 15, No. 2, 6677-6739 (2021). MSC: 62H30 60F05 62F12 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yonenaga, Koshiro; Suzukawa, Akio Bayesian estimation for misclassification rate in linear discriminant analysis. (English) Zbl 1478.62183 Jpn. J. Stat. Data Sci. 4, No. 2, 861-885 (2021). MSC: 62H30 62F15 62H10 × Cite Format Result Cite Review PDF Full Text: DOI
Egashira, Kento; Yata, Kazuyoshi; Aoshima, Makoto Asymptotic properties of distance-weighted discrimination and its bias correction for high-dimension, low-sample-size data. (English) Zbl 1478.62163 Jpn. J. Stat. Data Sci. 4, No. 2, 821-840 (2021). MSC: 62H30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Ngailo, Edward K.; von Rosen, Dietrich; Singull, Martin Asymptotic approximation of misclassification probabilities in linear discriminant analysis with repeated measurements. (English) Zbl 1476.62143 Acta Comment. Univ. Tartu. Math. 25, No. 1, 67-85 (2021). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Jouvin, Nicolas; Bouveyron, Charles; Latouche, Pierre A Bayesian Fisher-EM algorithm for discriminative Gaussian subspace clustering. (English) Zbl 1475.62039 Stat. Comput. 31, No. 4, Paper No. 44, 20 p. (2021). MSC: 62-08 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dornaika, F.; Baradaaji, A.; El Traboulsi, Y. Semi-supervised classification via simultaneous label and discriminant embedding estimation. (English) Zbl 1475.68267 Inf. Sci. 546, 146-165 (2021). MSC: 68T05 62H30 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Papanicolaou, Vassilis G. Periodic Jacobi operators with complex coefficients. (English) Zbl 1482.39027 J. Spectr. Theory 11, No. 2, 781-819 (2021). Reviewer: Roman Šimon Hilscher (Brno) MSC: 39A70 39A12 47A11 47B39 34K08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cai, T. Tony; Zhang, Linjun A convex optimization approach to high-dimensional sparse quadratic discriminant analysis. (English) Zbl 1475.62178 Ann. Stat. 49, No. 3, 1537-1568 (2021). MSC: 62H30 62H20 62H12 62C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lange, A. M.; Lange, M. M.; Paramonov, S. V. Tradeoff relation between mutual information and error probability in data classification problem. (English. Russian original) Zbl 1542.62092 Comput. Math. Math. Phys. 61, No. 7, 1181-1193 (2021); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 7, 1192-1205 (2021). MSC: 62H30 62B10 × Cite Format Result Cite Review PDF Full Text: DOI
Bulla-Cruz, Lenin; Lyons, Liliana; Darghan, Enrique Complete-linkage clustering analysis of surrogate measures for road safety assessment in roundabouts. (English) Zbl 1470.62185 Rev. Colomb. Estad. 44, No. 1, 91-121 (2021). MSC: 62P30 62H30 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Golden, Bruce; Schrage, Linus; Shier, Douglas; Apergi, Lida Anna The power of linear programming: some surprising and unexpected LPs. (English) Zbl 1471.90087 4OR 19, No. 1, 15-40 (2021). MSC: 90C05 × Cite Format Result Cite Review PDF Full Text: DOI