El Moutaouakil, Karim; El Ouissari, Abdellatif Opt-RNN-DBFSVM: optimal recurrent neural network density based fuzzy support vector machine. (English) Zbl 07792446 RAIRO, Oper. Res. 57, No. 5, 2493-2517 (2023). MSC: 90C20 90C29 90C90 93E20 PDFBibTeX XMLCite \textit{K. El Moutaouakil} and \textit{A. El Ouissari}, RAIRO, Oper. Res. 57, No. 5, 2493--2517 (2023; Zbl 07792446) Full Text: DOI
Certo, Salvatore; Vlasic, Andrew; Beaulieu, Daniel \(\alpha\)QBoost: an iteratively weighted adiabatic trained classifier. (English) Zbl 07789883 Quantum Inf. Process. 22, No. 12, Paper No. 433, 16 p. (2023). MSC: 81P68 PDFBibTeX XMLCite \textit{S. Certo} et al., Quantum Inf. Process. 22, No. 12, Paper No. 433, 16 p. (2023; Zbl 07789883) Full Text: DOI arXiv
Boţ, Radu Ioan; Csetnek, Ernö Robert; Sedlmayer, Michael An accelerated minimax algorithm for convex-concave saddle point problems with nonsmooth coupling function. (English) Zbl 07786391 Comput. Optim. Appl. 86, No. 3, 925-966 (2023). MSC: 90Cxx PDFBibTeX XMLCite \textit{R. I. Boţ} et al., Comput. Optim. Appl. 86, No. 3, 925--966 (2023; Zbl 07786391) Full Text: DOI arXiv OA License
Peeyada, Pronpat; Dutta, Hemen; Shiangjen, Kanokwatt; Cholamjiak, Watcharaporn A modified forward-backward splitting method for the sum of two monotone operators with applications to breast cancer prediction. (A modified forward-backward splitting methods for the sum of two monotone operators with applications to breast cancer prediction.) (English) Zbl 07781179 Math. Methods Appl. Sci. 46, No. 1, 1251-1265 (2023). MSC: 47J25 47H05 92C55 68T09 PDFBibTeX XMLCite \textit{P. Peeyada} et al., Math. Methods Appl. Sci. 46, No. 1, 1251--1265 (2023; Zbl 07781179) Full Text: DOI
Zhai, Ruoshui; Gutman, Roee A Bayesian singular value decomposition procedure for missing data imputation. (English) Zbl 07747451 J. Comput. Graph. Stat. 32, No. 2, 470-482 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Zhai} and \textit{R. Gutman}, J. Comput. Graph. Stat. 32, No. 2, 470--482 (2023; Zbl 07747451) Full Text: DOI
Wang, Zheng; Wang, Chengbo; Wang, Jinmeng; Hu, Jinhui; Li, Huaqing An accelerated exact distributed first-order algorithm for optimization over directed networks. (English) Zbl 1521.93070 J. Franklin Inst. 360, No. 14, 10706-10727 (2023). MSC: 93B70 90C25 PDFBibTeX XMLCite \textit{Z. Wang} et al., J. Franklin Inst. 360, No. 14, 10706--10727 (2023; Zbl 1521.93070) Full Text: DOI
Sharp, Alex; Chalatov, Glen; Browne, Ryan P. A dual subspace parsimonious mixture of matrix normal distributions. (English) Zbl 07739775 Adv. Data Anal. Classif., ADAC 17, No. 3, 801-822 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Sharp} et al., Adv. Data Anal. Classif., ADAC 17, No. 3, 801--822 (2023; Zbl 07739775) Full Text: DOI
Nakatsukasa, Yuji; Park, Taejun Randomized low-rank approximation for symmetric indefinite matrices. (English) Zbl 1522.65068 SIAM J. Matrix Anal. Appl. 44, No. 3, 1370-1392 (2023). MSC: 65F55 PDFBibTeX XMLCite \textit{Y. Nakatsukasa} and \textit{T. Park}, SIAM J. Matrix Anal. Appl. 44, No. 3, 1370--1392 (2023; Zbl 1522.65068) Full Text: DOI arXiv
Li, Yan; Wu, Xiaoxue; Wang, Xizhao Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping. (English) Zbl 07734022 Int. J. Approx. Reasoning 160, Article ID 108974, 15 p. (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{Y. Li} et al., Int. J. Approx. Reasoning 160, Article ID 108974, 15 p. (2023; Zbl 07734022) Full Text: DOI
Sevinç, Büşra; Gürler, Selma An adaptive clustering algorithm by neighbourhood search for large-scale data. (English) Zbl 07677410 J. Stat. Comput. Simulation 93, No. 1, 175-187 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Sevinç} and \textit{S. Gürler}, J. Stat. Comput. Simulation 93, No. 1, 175--187 (2023; Zbl 07677410) Full Text: DOI
González-Díaz, Yanir; Martínez-Trinidad, José Fco.; Carrasco-Ochoa, Jesús A.; Lazo-Cortés, Manuel S. Algorithm for computing all the shortest reducts based on a new pruning strategy. (English) Zbl 07800113 Inf. Sci. 585, 113-126 (2022). MSC: 68T37 PDFBibTeX XMLCite \textit{Y. González-Díaz} et al., Inf. Sci. 585, 113--126 (2022; Zbl 07800113) Full Text: DOI
Quezada, L. F.; Sun, Guo-Hua; Dong, Shi-Hai Quantum version of the k-NN Classifier based on a quantum sorting algorithm. (English) Zbl 07769748 Ann. Phys., Berlin 534, No. 5, Article ID 2100449, 8 p. (2022). MSC: 81-XX PDFBibTeX XMLCite \textit{L. F. Quezada} et al., Ann. Phys., Berlin 534, No. 5, Article ID 2100449, 8 p. (2022; Zbl 07769748) Full Text: DOI arXiv
Ren, QiangQiang; Yuan, Chao; Zhao, Yifeng; Yang, Liming A multi-birth metric learning framework based on binary constraints. (English) Zbl 1522.68478 Neural Netw. 154, 165-178 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{Q. Ren} et al., Neural Netw. 154, 165--178 (2022; Zbl 1522.68478) Full Text: DOI
Aliahmadipour, L.; Eftekhari, M.; Torra, V. HFC: data clustering based on hesitant fuzzy decision making. (English) Zbl 1522.62051 Iran. J. Fuzzy Syst. 19, No. 5, 167-181 (2022). MSC: 62H30 62H86 68T37 PDFBibTeX XMLCite \textit{L. Aliahmadipour} et al., Iran. J. Fuzzy Syst. 19, No. 5, 167--181 (2022; Zbl 1522.62051) Full Text: DOI
Hu, Junying; Qian, Xiaofei; Pei, Jun; Tan, Changchun; Pardalos, Panos M.; Liu, Xinbao A novel quality prediction method based on feature selection considering high dimensional product quality data. (English) Zbl 1513.62257 J. Ind. Manag. Optim. 18, No. 4, 2977-3000 (2022). MSC: 62P30 68T20 PDFBibTeX XMLCite \textit{J. Hu} et al., J. Ind. Manag. Optim. 18, No. 4, 2977--3000 (2022; Zbl 1513.62257) Full Text: DOI
Laiu, M. Paul; Tits, André L. An infeasible-start framework for convex quadratic optimization, with application to constraint-reduced interior-point and other methods. (English) Zbl 1500.65025 Math. Program. 195, No. 1-2 (A), 327-366 (2022). MSC: 65K05 90C05 90C06 90C20 90C51 PDFBibTeX XMLCite \textit{M. P. Laiu} and \textit{A. L. Tits}, Math. Program. 195, No. 1--2 (A), 327--366 (2022; Zbl 1500.65025) Full Text: DOI arXiv
Jana, Nabakumar; Dey, Santanu Estimating parameters of mixtures of multivariate \(t\)-populations and application to classification of observations. (English) Zbl 1492.62064 J. Comput. Appl. Math. 416, Article ID 114541, 19 p. (2022). MSC: 62F30 62H30 PDFBibTeX XMLCite \textit{N. Jana} and \textit{S. Dey}, J. Comput. Appl. Math. 416, Article ID 114541, 19 p. (2022; Zbl 1492.62064) Full Text: DOI
Bartel, Felix; Potts, Daniel; Schmischke, Michael Grouped transformations and regularization in high-dimensional explainable ANOVA approximation. (English) Zbl 1515.62018 SIAM J. Sci. Comput. 44, No. 3, A1606-A1631 (2022). MSC: 62-08 62J10 PDFBibTeX XMLCite \textit{F. Bartel} et al., SIAM J. Sci. Comput. 44, No. 3, A1606--A1631 (2022; Zbl 1515.62018) Full Text: DOI arXiv
Fuchs, Robin; Pommeret, Denys; Viroli, Cinzia Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets. (English) Zbl 07538943 Adv. Data Anal. Classif., ADAC 16, No. 1, 31-53 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{R. Fuchs} et al., Adv. Data Anal. Classif., ADAC 16, No. 1, 31--53 (2022; Zbl 07538943) Full Text: DOI arXiv
Tran-Dinh, Quoc; Liang, Ling; Toh, Kim-Chuan A new homotopy proximal variable-metric framework for composite convex minimization. (English) Zbl 1498.90159 Math. Oper. Res. 47, No. 1, 508-539 (2022). Reviewer: Yisheng Song (Hong Kong) MSC: 90C25 90C31 90C06 90-08 PDFBibTeX XMLCite \textit{Q. Tran-Dinh} et al., Math. Oper. Res. 47, No. 1, 508--539 (2022; Zbl 1498.90159) Full Text: DOI arXiv
Liu, Xin; Zheng, Qingle; Shen, Xiaotong; Wang, Shaoli An iterative algorithm to learn from positive and unlabeled examples. (English) Zbl 1524.62298 Stat. Sin. 32, No. 2, 961-982 (2022). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{X. Liu} et al., Stat. Sin. 32, No. 2, 961--982 (2022; Zbl 1524.62298) Full Text: DOI
Yang, Zhen-Ping; Lin, Gui-Hua Two fast variance-reduced proximal gradient algorithms for SMVIPs – stochastic mixed variational inequality problems with suitable applications to stochastic network games and traffic assignment problems. (English) Zbl 1484.90128 J. Comput. Appl. Math. 408, Article ID 114132, 25 p. (2022). MSC: 90C33 90C15 PDFBibTeX XMLCite \textit{Z.-P. Yang} and \textit{G.-H. Lin}, J. Comput. Appl. Math. 408, Article ID 114132, 25 p. (2022; Zbl 1484.90128) Full Text: DOI
Konecny, Jan; Krajča, Petr Systematic categorization and evaluation of CbO-based algorithms in FCA. (English) Zbl 07775653 Inf. Sci. 575, 265-288 (2021). MSC: 68T30 PDFBibTeX XMLCite \textit{J. Konecny} and \textit{P. Krajča}, Inf. Sci. 575, 265--288 (2021; Zbl 07775653) Full Text: DOI
Li, Yuanrui; Zhao, Qiuhong; Luo, Kaiping Multi-objective soft subspace clustering in the composite kernel space. (English) Zbl 1527.68186 Inf. Sci. 563, 23-39 (2021). MSC: 68T05 62H30 68W50 90C90 PDFBibTeX XMLCite \textit{Y. Li} et al., Inf. Sci. 563, 23--39 (2021; Zbl 1527.68186) Full Text: DOI
Timofeev, V. S.; Sivak, M. A. Simple robust neural network. (Russian. English summary) Zbl 1507.68259 Sib. Zh. Ind. Mat. 24, No. 4, 126-138 (2021); translation in J. Appl. Ind. Math. 15, No. 4, 670-678 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{V. S. Timofeev} and \textit{M. A. Sivak}, Sib. Zh. Ind. Mat. 24, No. 4, 126--138 (2021; Zbl 1507.68259); translation in J. Appl. Ind. Math. 15, No. 4, 670--678 (2021) Full Text: DOI MNR
Luo, Xiang Ge; Moffa, Giusi; Kuipers, Jack Learning Bayesian networks from ordinal data. (English) Zbl 07626781 J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. G. Luo} et al., J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021; Zbl 07626781) Full Text: arXiv Link
Motta Goulart, Renan; Hasenclever Borges, Carlos Cristiano; Fonseca Neto, Raul An evolutionary algorithm for large margin classification. (English) Zbl 1498.68252 Soft Comput. 25, No. 11, 7593-7607 (2021). MSC: 68T05 62H30 68W50 90C59 PDFBibTeX XMLCite \textit{R. Motta Goulart} et al., Soft Comput. 25, No. 11, 7593--7607 (2021; Zbl 1498.68252) Full Text: DOI
Dürrschnabel, Dominik; Koyda, Maren; Stumme, Gerd Attribute selection using contranominal scales. (English) Zbl 1495.68217 Braun, Tanya (ed.) et al., Graph-based representation and reasoning. 26th international conference on conceptual structures, ICCS 2021, virtual event, September 20–22, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12879, 127-141 (2021). MSC: 68T30 PDFBibTeX XMLCite \textit{D. Dürrschnabel} et al., Lect. Notes Comput. Sci. 12879, 127--141 (2021; Zbl 1495.68217) Full Text: DOI arXiv
Iiduka, Hideaki Stochastic approximation method using diagonal positive-definite matrices for convex optimization with fixed point constraints. (English) Zbl 07525614 Fixed Point Theory Algorithms Sci. Eng. 2021, Paper No. 10, 31 p. (2021). MSC: 65K05 65K15 90C15 PDFBibTeX XMLCite \textit{H. Iiduka}, Fixed Point Theory Algorithms Sci. Eng. 2021, Paper No. 10, 31 p. (2021; Zbl 07525614) Full Text: DOI
Slawski, Martin; Diao, Guoqing; Ben-David, Emanuel A pseudo-likelihood approach to linear regression with partially shuffled data. (English) Zbl 07499932 J. Comput. Graph. Stat. 30, No. 4, 991-1003 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Slawski} et al., J. Comput. Graph. Stat. 30, No. 4, 991--1003 (2021; Zbl 07499932) Full Text: DOI arXiv
Chen, Jingxiang; Tran-Dinh, Quoc; Kosorok, Michael R.; Liu, Yufeng Identifying heterogeneous effect using latent supervised clustering with adaptive fusion. (English) Zbl 07499880 J. Comput. Graph. Stat. 30, No. 1, 43-54 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Chen} et al., J. Comput. Graph. Stat. 30, No. 1, 43--54 (2021; Zbl 07499880) Full Text: DOI
Trnecka, Martin; Trneckova, Marketa An incremental recomputation of from-below Boolean matrix factorization. (English) Zbl 07493556 Braud, Agnès (ed.) et al., Formal concept analysis. 16th international conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12733, 125-137 (2021). MSC: 68T30 PDFBibTeX XMLCite \textit{M. Trnecka} and \textit{M. Trneckova}, Lect. Notes Comput. Sci. 12733, 125--137 (2021; Zbl 07493556) Full Text: DOI
Janostik, Radek; Konecny, Jan; Krajča, Petr Pruning techniques in LinCbO for computation of the Duquenne-Guigues basis. (English) Zbl 07493554 Braud, Agnès (ed.) et al., Formal concept analysis. 16th international conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12733, 91-106 (2021). MSC: 68T30 PDFBibTeX XMLCite \textit{R. Janostik} et al., Lect. Notes Comput. Sci. 12733, 91--106 (2021; Zbl 07493554) Full Text: DOI
Zhang, Kaili; Zhang, Haibin; Zhao, Pengfei; Chen, Haibin A novel adaptive differential privacy algorithm for empirical risk minimization. (English) Zbl 1481.90208 Asia-Pac. J. Oper. Res. 38, No. 5, Article ID 2140011, 26 p. (2021). MSC: 90B50 91B05 PDFBibTeX XMLCite \textit{K. Zhang} et al., Asia-Pac. J. Oper. Res. 38, No. 5, Article ID 2140011, 26 p. (2021; Zbl 1481.90208) Full Text: DOI
Qasim, Omar Saber; Noori, Noor Muhammed A new hybrid algorithm based on binary gray wolf optimization and firefly algorithm for features selection. (English) Zbl 07435847 Asian-Eur. J. Math. 14, No. 10, Article ID 2150172, 10 p. (2021). MSC: 68U01 65D20 PDFBibTeX XMLCite \textit{O. S. Qasim} and \textit{N. M. Noori}, Asian-Eur. J. Math. 14, No. 10, Article ID 2150172, 10 p. (2021; Zbl 07435847) Full Text: DOI
Chen, Jie; Xu, Yang; Zhao, Shu; Zhang, Yanping AH3: an adaptive hierarchical feature representation model for three-way decision boundary processing. (English) Zbl 1487.68227 Int. J. Approx. Reasoning 130, 259-272 (2021). MSC: 68T37 68T05 PDFBibTeX XMLCite \textit{J. Chen} et al., Int. J. Approx. Reasoning 130, 259--272 (2021; Zbl 1487.68227) Full Text: DOI
Torrente, Aurora; Romo, Juan Initializing \(k\)-means clustering by bootstrap and data depth. (English) Zbl 07413946 J. Classif. 38, No. 2, 232-256 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Torrente} and \textit{J. Romo}, J. Classif. 38, No. 2, 232--256 (2021; Zbl 07413946) Full Text: DOI
Yang, Zhen-Ping; Lin, Gui-Hua Variance-based single-call proximal extragradient algorithms for stochastic mixed variational inequalities. (English) Zbl 1472.65078 J. Optim. Theory Appl. 190, No. 2, 393-427 (2021). MSC: 65K15 65C99 90C33 90C15 PDFBibTeX XMLCite \textit{Z.-P. Yang} and \textit{G.-H. Lin}, J. Optim. Theory Appl. 190, No. 2, 393--427 (2021; Zbl 1472.65078) Full Text: DOI
Margot, Vincent; Baudry, Jean-Patrick; Guilloux, Frederic; Wintenberger, Olivier Consistent regression using data-dependent coverings. (English) Zbl 1472.62046 Electron. J. Stat. 15, No. 1, 1743-1782 (2021). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{V. Margot} et al., Electron. J. Stat. 15, No. 1, 1743--1782 (2021; Zbl 1472.62046) Full Text: DOI arXiv
Lee, Sharon X.; Lin, Tsung-I.; McLachlan, Geoffrey J. Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. (English) Zbl 07363882 Adv. Data Anal. Classif., ADAC 15, No. 2, 481-512 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. X. Lee} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 481--512 (2021; Zbl 07363882) Full Text: DOI arXiv
Prakaash, A. S.; Sivakumar, K. Optimized recurrent neural network with fuzzy classifier for data prediction using hybrid optimization algorithm: scope towards diverse applications. (English) Zbl 1493.68314 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 2, Article ID 2050074, 47 p. (2021). MSC: 68T05 68W50 PDFBibTeX XMLCite \textit{A. S. Prakaash} and \textit{K. Sivakumar}, Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 2, Article ID 2050074, 47 p. (2021; Zbl 1493.68314) Full Text: DOI
Allassonnière, Stéphanie; Chevallier, Juliette A new class of stochastic EM algorithms. Escaping local maxima and handling intractable sampling. (English) Zbl 1510.62014 Comput. Stat. Data Anal. 159, Article ID 107159, 29 p. (2021). MSC: 62-08 62F10 62L20 PDFBibTeX XMLCite \textit{S. Allassonnière} and \textit{J. Chevallier}, Comput. Stat. Data Anal. 159, Article ID 107159, 29 p. (2021; Zbl 1510.62014) Full Text: DOI HAL
Ibrahim, Abdelmonem M.; Tawhid, Mohamed A. A new hybrid binary algorithm of bat algorithm and differential evolution for feature selection and classification. (English) Zbl 07310489 Dey, Nilanjan (ed.) et al., Applications of bat algorithm and its variants. Singapore: Springer. Springer Tracts Nat.-Inspir. Comput., 1-18 (2021). MSC: 68Wxx PDFBibTeX XMLCite \textit{A. M. Ibrahim} and \textit{M. A. Tawhid}, in: Applications of bat algorithm and its variants. Singapore: Springer. 1--18 (2021; Zbl 07310489) Full Text: DOI
Bagirov, Adil M.; Taheri, Sona; Cimen, Emre Incremental DC optimization algorithm for large-scale clusterwise linear regression. (English) Zbl 1460.62108 J. Comput. Appl. Math. 389, Article ID 113323, 18 p. (2021). MSC: 62J05 62H30 PDFBibTeX XMLCite \textit{A. M. Bagirov} et al., J. Comput. Appl. Math. 389, Article ID 113323, 18 p. (2021; Zbl 1460.62108) Full Text: DOI
Adhikary, Soumik; Dangwal, Siddharth; Bhowmik, Debanjan Supervised learning with a quantum classifier using multi-level systems. (English) Zbl 1508.81410 Quantum Inf. Process. 19, No. 3, Paper No. 89, 12 p. (2020). MSC: 81P68 PDFBibTeX XMLCite \textit{S. Adhikary} et al., Quantum Inf. Process. 19, No. 3, Paper No. 89, 12 p. (2020; Zbl 1508.81410) Full Text: DOI arXiv
Liang, Jiayu; Xue, Yu; Wang, Jianming Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression. (English) Zbl 1474.90406 Inf. Sci. 539, 16-35 (2020). MSC: 90C29 PDFBibTeX XMLCite \textit{J. Liang} et al., Inf. Sci. 539, 16--35 (2020; Zbl 1474.90406) Full Text: DOI
Ye, Xiao-Na; Liu, Kun-Hong; Liong, Sze-Teng A ternary bitwise calculator based genetic algorithm for improving error correcting output codes. (English) Zbl 1484.94035 Inf. Sci. 537, 485-510 (2020). MSC: 94B60 68W50 PDFBibTeX XMLCite \textit{X.-N. Ye} et al., Inf. Sci. 537, 485--510 (2020; Zbl 1484.94035) Full Text: DOI
Zhao, Jie; Liang, Jia-ming; Dong, Zhen-ning; Tang, De-yu; Liu, Zhen NEC: a nested equivalence class-based dependency calculation approach for fast feature selection using rough set theory. (English) Zbl 1474.68293 Inf. Sci. 536, 431-453 (2020). MSC: 68T05 68T20 68T37 PDFBibTeX XMLCite \textit{J. Zhao} et al., Inf. Sci. 536, 431--453 (2020; Zbl 1474.68293) Full Text: DOI
Wang, Wan-Lun; Lin, Tsung-I Automated learning of mixtures of factor analysis models with missing information. (English) Zbl 1474.62191 Test 29, No. 4, 1098-1124 (2020). MSC: 62H12 62H25 62H30 PDFBibTeX XMLCite \textit{W.-L. Wang} and \textit{T.-I Lin}, Test 29, No. 4, 1098--1124 (2020; Zbl 1474.62191) Full Text: DOI
Ordin, Burak; Bagirov, Adil; Mohebi, Ehsan An incremental nonsmooth optimization algorithm for clustering using \(L_1\) and \(L_\infty\) norms. (English) Zbl 1476.90367 J. Ind. Manag. Optim. 16, No. 6, 2757-2779 (2020). MSC: 90C90 90C26 62H30 PDFBibTeX XMLCite \textit{B. Ordin} et al., J. Ind. Manag. Optim. 16, No. 6, 2757--2779 (2020; Zbl 1476.90367) Full Text: DOI
Zhang, Xinming; Wang, Doudou; Fu, Zihao; Liu, Shangwang; Mao, Wentao; Liu, Guoqi; Jiang, Yun; Li, Shuangqian Novel biogeography-based optimization algorithm with hybrid migration and global-best Gaussian mutation. (English) Zbl 1481.90320 Appl. Math. Modelling 86, 74-91 (2020). MSC: 90C59 68W50 PDFBibTeX XMLCite \textit{X. Zhang} et al., Appl. Math. Modelling 86, 74--91 (2020; Zbl 1481.90320) Full Text: DOI
Huang, Hsin-Hsiung; Yang, Jie Affine-transformation invariant clustering models. (English) Zbl 1472.62096 J. Stat. Distrib. Appl. 7, Paper No. 10, 24 p. (2020). MSC: 62H30 62F15 62P10 65C05 PDFBibTeX XMLCite \textit{H.-H. Huang} and \textit{J. Yang}, J. Stat. Distrib. Appl. 7, Paper No. 10, 24 p. (2020; Zbl 1472.62096) Full Text: DOI
Su, Wen Qing; Guo, Xiao; Zhang, Hai Differentially private precision matrix estimation. (English) Zbl 1462.62329 Acta Math. Sin., Engl. Ser. 36, No. 10, 1107-1124 (2020). MSC: 62H12 62H22 62J07 PDFBibTeX XMLCite \textit{W. Q. Su} et al., Acta Math. Sin., Engl. Ser. 36, No. 10, 1107--1124 (2020; Zbl 1462.62329) Full Text: DOI arXiv
Sakai, Hiroshi; Nakata, Michinori; Watada, Junzo NIS-apriori-based rule generation with three-way decisions and its application system in SQL. (English) Zbl 1456.68201 Inf. Sci. 507, 755-771 (2020). MSC: 68T37 68P15 PDFBibTeX XMLCite \textit{H. Sakai} et al., Inf. Sci. 507, 755--771 (2020; Zbl 1456.68201) Full Text: DOI
Kazakovtsev, Lev; Shkaberina, Guzel; Rozhnov, Ivan; Li, Rui; Kazakovtsev, Vladimir Genetic algorithms with the crossover-like mutation operator for the \(k\)-means problem. (English) Zbl 1460.90151 Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer. Commun. Comput. Inf. Sci. 1275, 350-362 (2020). MSC: 90C27 90C59 PDFBibTeX XMLCite \textit{L. Kazakovtsev} et al., Commun. Comput. Inf. Sci. 1275, 350--362 (2020; Zbl 1460.90151) Full Text: DOI
Caruccio, Loredana; Deufemia, Vincenzo; Polese, Giuseppe Mining relaxed functional dependencies from data. (English) Zbl 1458.68047 Data Min. Knowl. Discov. 34, No. 2, 443-477 (2020). MSC: 68P15 68T05 PDFBibTeX XMLCite \textit{L. Caruccio} et al., Data Min. Knowl. Discov. 34, No. 2, 443--477 (2020; Zbl 1458.68047) Full Text: DOI
Almodóvar-Rivera, Israel A.; Maitra, Ranjan Kernel-estimated nonparametric overlap-based syncytial clustering. (English) Zbl 07255153 J. Mach. Learn. Res. 21, Paper No. 122, 54 p. (2020). MSC: 62H30 62-08 62G05 62P10 PDFBibTeX XMLCite \textit{I. A. Almodóvar-Rivera} and \textit{R. Maitra}, J. Mach. Learn. Res. 21, Paper No. 122, 54 p. (2020; Zbl 07255153) Full Text: arXiv Link
Ji, Xia; Yao, Sheng; Zhao, Peng Relative neighborhood and pruning strategy optimized density peaks clustering algorithm. (Chinese. English summary) Zbl 1449.62136 Acta Autom. Sin. 46, No. 3, 562-575 (2020). MSC: 62H30 68T10 PDFBibTeX XMLCite \textit{X. Ji} et al., Acta Autom. Sin. 46, No. 3, 562--575 (2020; Zbl 1449.62136) Full Text: DOI
Joki, Kaisa; Bagirov, Adil M.; Karmitsa, Napsu; Mäkelä, Marko M.; Taheri, Sona Clusterwise support vector linear regression. (English) Zbl 1443.90281 Eur. J. Oper. Res. 287, No. 1, 19-35 (2020). MSC: 90C26 49J52 62J05 62H30 65K05 PDFBibTeX XMLCite \textit{K. Joki} et al., Eur. J. Oper. Res. 287, No. 1, 19--35 (2020; Zbl 1443.90281) Full Text: DOI
Blömer, Johannes; Brauer, Sascha; Bujna, Kathrin; Kuntze, Daniel How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models. (English) Zbl 1474.62457 Adv. Data Anal. Classif., ADAC 14, No. 1, 147-173 (2020). MSC: 62R07 62F10 62H30 65C05 68Q87 68W20 68W40 PDFBibTeX XMLCite \textit{J. Blömer} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 147--173 (2020; Zbl 1474.62457) Full Text: DOI
Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; vanden Broucke, Seppe; Verdonck, Tim Profit driven decision trees for churn prediction. (English) Zbl 1441.62739 Eur. J. Oper. Res. 284, No. 3, 920-933 (2020). MSC: 62P20 62H30 68T05 PDFBibTeX XMLCite \textit{S. Höppner} et al., Eur. J. Oper. Res. 284, No. 3, 920--933 (2020; Zbl 1441.62739) Full Text: DOI arXiv Link
Morshed, Md Sarowar; Islam, Md Saiful; Noor-E-Alam, Md. Accelerated sampling Kaczmarz Motzkin algorithm for the linear feasibility problem. (English) Zbl 1442.90123 J. Glob. Optim. 77, No. 2, 361-382 (2020). MSC: 90C05 65F10 90C25 15A39 68W20 PDFBibTeX XMLCite \textit{M. S. Morshed} et al., J. Glob. Optim. 77, No. 2, 361--382 (2020; Zbl 1442.90123) Full Text: DOI arXiv
Favati, P.; Lotti, G.; Menchi, O.; Romani, F. Construction of the similarity matrix for the spectral clustering method: numerical experiments. (English) Zbl 1432.68383 J. Comput. Appl. Math. 375, Article ID 112795, 11 p. (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{P. Favati} et al., J. Comput. Appl. Math. 375, Article ID 112795, 11 p. (2020; Zbl 1432.68383) Full Text: DOI arXiv
Kobayashi, Kei; Wynn, Henry P. Empirical geodesic graphs and CAT\((k)\) metrics for data analysis. (English) Zbl 1436.62268 Stat. Comput. 30, No. 1, 1-18 (2020). MSC: 62H30 62R20 62G05 53C23 PDFBibTeX XMLCite \textit{K. Kobayashi} and \textit{H. P. Wynn}, Stat. Comput. 30, No. 1, 1--18 (2020; Zbl 1436.62268) Full Text: DOI arXiv
Yang, Shiueng-Bien; Chen, Tai-Liang Uncertain decision tree for bank marketing classification. (English) Zbl 1430.68295 J. Comput. Appl. Math. 371, Article ID 112710, 10 p. (2020). MSC: 68T20 68T37 90B60 PDFBibTeX XMLCite \textit{S.-B. Yang} and \textit{T.-L. Chen}, J. Comput. Appl. Math. 371, Article ID 112710, 10 p. (2020; Zbl 1430.68295) Full Text: DOI
Luo, Jian; Yan, Xin; Tian, Ye Unsupervised quadratic surface support vector machine with application to credit risk assessment. (English) Zbl 1430.62138 Eur. J. Oper. Res. 280, No. 3, 1008-1017 (2020). MSC: 62H30 90C20 91G40 PDFBibTeX XMLCite \textit{J. Luo} et al., Eur. J. Oper. Res. 280, No. 3, 1008--1017 (2020; Zbl 1430.62138) Full Text: DOI
Wang, Yidan; Yang, Liming; Ren, Qiangqiang A robust classification framework with mixture correntropy. (English) Zbl 1454.62202 Inf. Sci. 491, 306-318 (2019). MSC: 62H30 62B10 PDFBibTeX XMLCite \textit{Y. Wang} et al., Inf. Sci. 491, 306--318 (2019; Zbl 1454.62202) Full Text: DOI
Li, Tao; Zhang, Yi; Wang, Dingding; Xu, Jian MCC: a multiple consensus clustering framework. (English) Zbl 1436.62273 J. Classif. 36, No. 3, 414-434 (2019). MSC: 62H30 62R07 90C39 62P10 92C40 PDFBibTeX XMLCite \textit{T. Li} et al., J. Classif. 36, No. 3, 414--434 (2019; Zbl 1436.62273) Full Text: DOI
Ferraro, Maria Brigida; Giordani, Paolo A review and proposal of (fuzzy) clustering for nonlinearly separable data. (English) Zbl 1471.62566 Int. J. Approx. Reasoning 115, 13-31 (2019). MSC: 62R30 62H30 62H86 PDFBibTeX XMLCite \textit{M. B. Ferraro} and \textit{P. Giordani}, Int. J. Approx. Reasoning 115, 13--31 (2019; Zbl 1471.62566) Full Text: DOI
Hamidzadeh, Javad; Namaei, Neda Belief-based chaotic algorithm for support vector data description. (English) Zbl 1418.68175 Soft Comput. 23, No. 12, 4289-4314 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Hamidzadeh} and \textit{N. Namaei}, Soft Comput. 23, No. 12, 4289--4314 (2019; Zbl 1418.68175) Full Text: DOI
He, Zhenfeng; Yu, Chunyan Clustering stability-based evolutionary K-means. (English) Zbl 07075521 Soft Comput. 23, No. 1, 305-321 (2019). MSC: 62H30 PDFBibTeX XMLCite \textit{Z. He} and \textit{C. Yu}, Soft Comput. 23, No. 1, 305--321 (2019; Zbl 07075521) Full Text: DOI
Vieira de Faria, Francisco H. O.; Gusmão, Arthur Colombini; De Bona, Glauber; Mauá, Denis Deratani; Cozman, Fabio Gagliardi Speeding up parameter and rule learning for acyclic probabilistic logic programs. (English) Zbl 1456.68168 Int. J. Approx. Reasoning 106, 32-50 (2019). MSC: 68T05 68N17 PDFBibTeX XMLCite \textit{F. H. O. Vieira de Faria} et al., Int. J. Approx. Reasoning 106, 32--50 (2019; Zbl 1456.68168) Full Text: DOI
Durmus, Alain; Majewski, Szymon; Miasojedow, Błażej Analysis of Langevin Monte Carlo via convex optimization. (English) Zbl 1491.65009 J. Mach. Learn. Res. 20, Paper No. 73, 46 p. (2019). MSC: 65C05 60B10 60J70 PDFBibTeX XMLCite \textit{A. Durmus} et al., J. Mach. Learn. Res. 20, Paper No. 73, 46 p. (2019; Zbl 1491.65009) Full Text: arXiv Link
Obuchi, Tomoyuki; Kabashima, Yoshiyuki Semi-analytic resampling in Lasso. (English) Zbl 1489.62137 J. Mach. Learn. Res. 20, Paper No. 70, 33 p. (2019). MSC: 62G09 62J07 PDFBibTeX XMLCite \textit{T. Obuchi} and \textit{Y. Kabashima}, J. Mach. Learn. Res. 20, Paper No. 70, 33 p. (2019; Zbl 1489.62137) Full Text: arXiv Link
Labbé, Martine; Martínez-Merino, Luisa I.; Rodríguez-Chía, Antonio M. Mixed integer linear programming for feature selection in support vector machine. (English) Zbl 1420.90038 Discrete Appl. Math. 261, 276-304 (2019). MSC: 90C11 PDFBibTeX XMLCite \textit{M. Labbé} et al., Discrete Appl. Math. 261, 276--304 (2019; Zbl 1420.90038) Full Text: DOI arXiv
Melnykov, Volodymyr; Zhu, Xuwen An extension of the \(K\)-means algorithm to clustering skewed data. (English) Zbl 1417.62175 Comput. Stat. 34, No. 1, 373-394 (2019). MSC: 62H30 62P10 62-08 PDFBibTeX XMLCite \textit{V. Melnykov} and \textit{X. Zhu}, Comput. Stat. 34, No. 1, 373--394 (2019; Zbl 1417.62175) Full Text: DOI
Hsu, Hsiang-Ling; Chang, Yuan-chin Ivan; Chen, Ray-Bing Greedy active learning algorithm for logistic regression models. (English) Zbl 1469.62080 Comput. Stat. Data Anal. 129, 119-134 (2019). MSC: 62-08 62J12 PDFBibTeX XMLCite \textit{H.-L. Hsu} et al., Comput. Stat. Data Anal. 129, 119--134 (2019; Zbl 1469.62080) Full Text: DOI arXiv
Zhang, Chun-Xia; Zhang, Jiang-She; Wang, Guan-Wei; Ji, Nan-Nan A novel bagging approach for variable ranking and selection via a mixed importance measure. (English) Zbl 1516.62697 J. Appl. Stat. 45, No. 10, 1734-1755 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{C.-X. Zhang} et al., J. Appl. Stat. 45, No. 10, 1734--1755 (2018; Zbl 1516.62697) Full Text: DOI
Belohlavek, Radim; Outrata, Jan; Trnecka, Martin Toward quality assessment of Boolean matrix factorizations. (English) Zbl 1440.68249 Inf. Sci. 459, 71-85 (2018). MSC: 68T09 15A23 15B34 68W40 PDFBibTeX XMLCite \textit{R. Belohlavek} et al., Inf. Sci. 459, 71--85 (2018; Zbl 1440.68249) Full Text: DOI
Tian, Ye; Deng, Zhibin; Luo, Jian; Li, Yueqing An intuitionistic fuzzy set based \(S^3\)VM model for binary classification with mislabeled information. (English) Zbl 1437.68172 Fuzzy Optim. Decis. Mak. 17, No. 4, 475-494 (2018). MSC: 68T37 68T05 PDFBibTeX XMLCite \textit{Y. Tian} et al., Fuzzy Optim. Decis. Mak. 17, No. 4, 475--494 (2018; Zbl 1437.68172) Full Text: DOI
Nasiri, Jhila; Khiyabani, Farzin Modarres A whale optimization algorithm (WOA) approach for clustering. (English) Zbl 1428.62289 Cogent Math. Stat. 5, Article ID 1483565, 13 p. (2018). MSC: 62H30 68T05 90C59 PDFBibTeX XMLCite \textit{J. Nasiri} and \textit{F. M. Khiyabani}, Cogent Math. Stat. 5, Article ID 1483565, 13 p. (2018; Zbl 1428.62289) Full Text: DOI
Nayak, Janmenjoy; Naik, Bighnaraj A novel honey-bees mating optimization approach with higher order neural network for classification. (English) Zbl 1422.62225 J. Classif. 35, No. 3, 511-548 (2018). MSC: 62H30 62P10 62P30 PDFBibTeX XMLCite \textit{J. Nayak} and \textit{B. Naik}, J. Classif. 35, No. 3, 511--548 (2018; Zbl 1422.62225) Full Text: DOI
Sayed, Gehad Ismail; Darwish, Ashraf; Hassanien, Aboul Ella A new chaotic whale optimization algorithm for features selection. (English) Zbl 1422.62228 J. Classif. 35, No. 2, 300-344 (2018). MSC: 62H30 37D45 PDFBibTeX XMLCite \textit{G. I. Sayed} et al., J. Classif. 35, No. 2, 300--344 (2018; Zbl 1422.62228) Full Text: DOI
Huroyan, Vahan; Lerman, Gilad Distributed robust subspace recovery. (English) Zbl 1484.68212 SIAM J. Sci. Comput. 40, No. 5, A3067-A3090 (2018). MSC: 68T09 62H25 68W15 90C06 PDFBibTeX XMLCite \textit{V. Huroyan} and \textit{G. Lerman}, SIAM J. Sci. Comput. 40, No. 5, A3067--A3090 (2018; Zbl 1484.68212) Full Text: DOI arXiv
Easterling, David R.; Watson, Layne T.; Ramakrishnan, Naren Probability-one homotopy methods for constrained clustering. (English) Zbl 1478.62162 J. Comput. Appl. Math. 343, 602-618 (2018). MSC: 62H30 65H20 90C29 PDFBibTeX XMLCite \textit{D. R. Easterling} et al., J. Comput. Appl. Math. 343, 602--618 (2018; Zbl 1478.62162) Full Text: DOI
Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng Robust multicategory support vector machines using difference convex algorithm. (English) Zbl 1397.90319 Math. Program. 169, No. 1 (B), 277-305 (2018). MSC: 90C26 62H30 PDFBibTeX XMLCite \textit{C. Zhang} et al., Math. Program. 169, No. 1 (B), 277--305 (2018; Zbl 1397.90319) Full Text: DOI
Bagirov, A. M.; Ugon, J. Nonsmooth DC programming approach to clusterwise linear regression: optimality conditions and algorithms. (English) Zbl 1390.90436 Optim. Methods Softw. 33, No. 1, 194-219 (2018). MSC: 90C26 90C56 PDFBibTeX XMLCite \textit{A. M. Bagirov} and \textit{J. Ugon}, Optim. Methods Softw. 33, No. 1, 194--219 (2018; Zbl 1390.90436) Full Text: DOI
Muñoz, Mario A.; Villanova, Laura; Baatar, Davaatseren; Smith-Miles, Kate Instance spaces for machine learning classification. (English) Zbl 1457.68235 Mach. Learn. 107, No. 1, 109-147 (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. A. Muñoz} et al., Mach. Learn. 107, No. 1, 109--147 (2018; Zbl 1457.68235) Full Text: DOI
Du, Wen Sheng; Hu, Bao Qing A fast heuristic attribute reduction approach to ordered decision systems. (English) Zbl 1376.91048 Eur. J. Oper. Res. 264, No. 2, 440-452 (2018). MSC: 91B06 68T37 90C70 90C59 90C29 PDFBibTeX XMLCite \textit{W. S. Du} and \textit{B. Q. Hu}, Eur. J. Oper. Res. 264, No. 2, 440--452 (2018; Zbl 1376.91048) Full Text: DOI
Mei, Ying; Tan, Guanzheng; Liu, Zhentao An improved brain-inspired emotional learning algorithm for fast classification. (English) Zbl 1461.62107 Algorithms (Basel) 10, No. 2, Paper No. 70, 19 p. (2017). MSC: 62H30 62P10 68T05 92B20 PDFBibTeX XMLCite \textit{Y. Mei} et al., Algorithms (Basel) 10, No. 2, Paper No. 70, 19 p. (2017; Zbl 1461.62107) Full Text: DOI
Carzolio, Marcos; Leman, Scotland Weighted particle tempering. (English) Zbl 1464.62037 Comput. Stat. Data Anal. 114, 26-37 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Carzolio} and \textit{S. Leman}, Comput. Stat. Data Anal. 114, 26--37 (2017; Zbl 1464.62037) Full Text: DOI
Maleki, Mohsen; Nematollahi, A. R. Autoregressive models with mixture of scale mixtures of Gaussian innovations. (English) Zbl 1392.62270 Iran. J. Sci. Technol., Trans. A, Sci. 41, No. 4, 1099-1107 (2017). MSC: 62M10 PDFBibTeX XMLCite \textit{M. Maleki} and \textit{A. R. Nematollahi}, Iran. J. Sci. Technol., Trans. A, Sci. 41, No. 4, 1099--1107 (2017; Zbl 1392.62270) Full Text: DOI
Brockmeier, Austin J.; Mu, Tingting; Ananiadou, Sophia; Goulermas, John Y. Quantifying the informativeness of similarity measurements. (English) Zbl 1440.62206 J. Mach. Learn. Res. 18(2017-2018), Paper No. 76, 61 p. (2017). MSC: 62H12 62H20 62B10 62P35 81P45 PDFBibTeX XMLCite \textit{A. J. Brockmeier} et al., J. Mach. Learn. Res. 18, Paper No. 76, 61 p. (2017; Zbl 1440.62206) Full Text: Link
Bagirov, Adil M.; Taheri, Sona DC programming algorithm for clusterwise linear \(L_1\) regression. (English) Zbl 1390.90437 J. Oper. Res. Soc. China 5, No. 2, 233-256 (2017). MSC: 90C26 90C56 PDFBibTeX XMLCite \textit{A. M. Bagirov} and \textit{S. Taheri}, J. Oper. Res. Soc. China 5, No. 2, 233--256 (2017; Zbl 1390.90437) Full Text: DOI
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai Hamiltonian Monte Carlo acceleration using surrogate functions with random bases. (English) Zbl 1384.65008 Stat. Comput. 27, No. 6, 1473-1490 (2017). MSC: 65C05 62F15 68T05 PDFBibTeX XMLCite \textit{C. Zhang} et al., Stat. Comput. 27, No. 6, 1473--1490 (2017; Zbl 1384.65008) Full Text: DOI arXiv Link
Broelemann, Klaus; Jiang, Xiaoyi; Mukherjee, Sudipto; Chowdhury, Ananda S. Variants of k-regular nearest neighbor graph and their construction. (English) Zbl 1407.68348 Inf. Process. Lett. 126, 18-23 (2017). MSC: 68R10 05C85 68T20 PDFBibTeX XMLCite \textit{K. Broelemann} et al., Inf. Process. Lett. 126, 18--23 (2017; Zbl 1407.68348) Full Text: DOI
March, William B.; Biros, George Far-field compression for fast kernel summation methods in high dimensions. (English) Zbl 1365.65267 Appl. Comput. Harmon. Anal. 43, No. 1, 39-75 (2017). MSC: 65N38 65N75 PDFBibTeX XMLCite \textit{W. B. March} and \textit{G. Biros}, Appl. Comput. Harmon. Anal. 43, No. 1, 39--75 (2017; Zbl 1365.65267) Full Text: DOI arXiv
Dao, Thi-Bich-Hanh; Duong, Khanh-Chuong; Vrain, Christel Constrained clustering by constraint programming. (English) Zbl 1404.68141 Artif. Intell. 244, 70-94 (2017). MSC: 68T20 62H30 90C26 PDFBibTeX XMLCite \textit{T.-B.-H. Dao} et al., Artif. Intell. 244, 70--94 (2017; Zbl 1404.68141) Full Text: DOI
Chen, Hongmei; Li, Tianrui; Cai, Yong; Luo, Chuan; Fujita, Hamido Parallel attribute reduction in dominance-based neighborhood rough set. (English) Zbl 1429.68280 Inf. Sci. 373, 351-368 (2016). MSC: 68T37 68T09 PDFBibTeX XMLCite \textit{H. Chen} et al., Inf. Sci. 373, 351--368 (2016; Zbl 1429.68280) Full Text: DOI
Navarro-González, F. J.; Compañ, P.; Satorre, R.; Villacampa, Yolanda Numerical determination for solving the symmetric eigenvector problem using genetic algorithm. (English) Zbl 1459.65049 Appl. Math. Modelling 40, No. 7-8, 4935-4947 (2016). MSC: 65F15 15B57 PDFBibTeX XMLCite \textit{F. J. Navarro-González} et al., Appl. Math. Modelling 40, No. 7--8, 4935--4947 (2016; Zbl 1459.65049) Full Text: DOI