Dai, Jianhua; Liu, Qi; Zou, Xiongtao; Zhang, Chucai Feature selection based on fuzzy combination entropy considering global and local feature correlation. (English) Zbl 07759676 Inf. Sci. 652, Article ID 119753, 21 p. (2024). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{J. Dai} et al., Inf. Sci. 652, Article ID 119753, 21 p. (2024; Zbl 07759676) Full Text: DOI
Han, Qingqi; Hu, Liang; Gao, Wanfu Feature relevance and redundancy coefficients for multi-view multi-label feature selection. (English) Zbl 07759675 Inf. Sci. 652, Article ID 119747, 19 p. (2024). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{Q. Han} et al., Inf. Sci. 652, Article ID 119747, 19 p. (2024; Zbl 07759675) Full Text: DOI
Guo, Zhijun; Shen, Yang; Yang, Tian; Li, Yuan-Jiang; Deng, Yanfang; Qian, Yuhua Semi-supervised feature selection based on fuzzy related family. (English) Zbl 07759662 Inf. Sci. 652, Article ID 119660, 15 p. (2024). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{Z. Guo} et al., Inf. Sci. 652, Article ID 119660, 15 p. (2024; Zbl 07759662) Full Text: DOI
Bulinski, A. V. On relevant features selection based on information theory. (English. Russian original) Zbl 07764855 Theory Probab. Appl. 68, No. 3, 392-410 (2023); translation from Teor. Veroyatn. Primen. 68, No. 3, 483-508 (2023). MSC: 92-XX 62-XX PDF BibTeX XML Cite \textit{A. V. Bulinski}, Theory Probab. Appl. 68, No. 3, 392--410 (2023; Zbl 07764855); translation from Teor. Veroyatn. Primen. 68, No. 3, 483--508 (2023) Full Text: DOI
Syed, Mujahid N. Feature selection in machine learning via variable neighborhood search. (English) Zbl 07762301 Optim. Lett. 17, No. 9, 2321-2345 (2023). MSC: 90Cxx PDF BibTeX XML Cite \textit{M. N. Syed}, Optim. Lett. 17, No. 9, 2321--2345 (2023; Zbl 07762301) Full Text: DOI
Qian, Wenbin; Xu, Fankang; Qian, Jin; Shu, Wenhao; Ding, Weiping Multi-label feature selection based on rough granular-ball and label distribution. (English) Zbl 07758486 Inf. Sci. 650, Article ID 119698, 24 p. (2023). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{W. Qian} et al., Inf. Sci. 650, Article ID 119698, 24 p. (2023; Zbl 07758486) Full Text: DOI
Liu, Tianqi; Lu, Yu; Zhu, Biqing; Zhao, Hongyu Clustering high-dimensional data via feature selection. (English) Zbl 07756616 Biometrics 79, No. 2, 940-950 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{T. Liu} et al., Biometrics 79, No. 2, 940--950 (2023; Zbl 07756616) Full Text: DOI arXiv
Lee, Wei-Hsuan; Wang, Chien-Hua; Yeh, Chia-Hsuan; Pang, Chin-Tzong Fuzzy association rule classification model on FRFS and CFFP-growth algorithms. (English) Zbl 07753353 Linear Nonlinear Anal. 9, No. 1, 1-23 (2023). MSC: 68W01 68T20 68T35 68U35 PDF BibTeX XML Cite \textit{W.-H. Lee} et al., Linear Nonlinear Anal. 9, No. 1, 1--23 (2023; Zbl 07753353) Full Text: Link
Dai, Chenguang; Lin, Buyu; Xing, Xin; Liu, Jun S. A scale-free approach for false discovery rate control in generalized linear models. (English) Zbl 07751785 J. Am. Stat. Assoc. 118, No. 543, 1551-1565 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Dai} et al., J. Am. Stat. Assoc. 118, No. 543, 1551--1565 (2023; Zbl 07751785) Full Text: DOI arXiv
Ba, Ismaïla; Coeurjolly, Jean-François Inference for low- and high-dimensional inhomogeneous Gibbs point processes. (English) Zbl 07748375 Scand. J. Stat. 50, No. 3, 993-1021 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Ba} and \textit{J.-F. Coeurjolly}, Scand. J. Stat. 50, No. 3, 993--1021 (2023; Zbl 07748375) Full Text: DOI arXiv OA License
Zhang, Min; Wang, Jie-Sheng; Liu, Yu; Song, Hao-Ming; Hou, Jia-Ning; Wang, Yu-Cai; Wang, Min Multi-objective optimization algorithm based on clustering guided binary equilibrium optimizer and NSGA-III to solve high-dimensional feature selection problem. (English) Zbl 07741686 Inf. Sci. 648, Article ID 119638, 30 p. (2023). MSC: 90Cxx 92-XX PDF BibTeX XML Cite \textit{M. Zhang} et al., Inf. Sci. 648, Article ID 119638, 30 p. (2023; Zbl 07741686) Full Text: DOI
Yu, Kunjie; Sun, Shaoru; Liang, Jing; Chen, Ke; Qu, Boyang; Yue, Caitong; Wang, Ling A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification. (English) Zbl 07741679 Inf. Sci. 648, Article ID 119619, 18 p. (2023). MSC: 90Cxx 68-XX PDF BibTeX XML Cite \textit{K. Yu} et al., Inf. Sci. 648, Article ID 119619, 18 p. (2023; Zbl 07741679) Full Text: DOI
Sabouri, Zahra; Ghadimi, Abbas; Kiani-Sarkaleh, Azadeh; Khoshhal Roudposhti, Kamrad Effective features in the diagnosis of cardiovascular diseases through phonocardiogram. (English) Zbl 07737095 Multidimensional Syst. Signal Process. 34, No. 3, 595-632 (2023). MSC: 94-XX PDF BibTeX XML Cite \textit{Z. Sabouri} et al., Multidimensional Syst. Signal Process. 34, No. 3, 595--632 (2023; Zbl 07737095) Full Text: DOI
Liu, Yuyang; Pi, Pengfei; Luo, Shan A semi-parametric approach to feature selection in high-dimensional linear regression models. (English) Zbl 07732391 Comput. Stat. 38, No. 2, 979-1000 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Y. Liu} et al., Comput. Stat. 38, No. 2, 979--1000 (2023; Zbl 07732391) Full Text: DOI
Shaer, Shalev; Romano, Yaniv Learning to increase the power of conditional randomization tests. (English) Zbl 07730679 Mach. Learn. 112, No. 7, 2317-2357 (2023). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Shaer} and \textit{Y. Romano}, Mach. Learn. 112, No. 7, 2317--2357 (2023; Zbl 07730679) Full Text: DOI arXiv
Xu, Zengchao; Luo, Shan; Chen, Zehua A portmanteau local feature discrimination approach to the classification with high-dimensional matrix-variate data. (English) Zbl 07730304 Sankhyā, Ser. A 85, No. 1, 441-467 (2023). MSC: 62Hxx 62H30 PDF BibTeX XML Cite \textit{Z. Xu} et al., Sankhyā, Ser. A 85, No. 1, 441--467 (2023; Zbl 07730304) Full Text: DOI
Jain, Pankhuri; Som, Tanmoy Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection. (English) Zbl 07710389 Int. J. Approx. Reasoning 156, 16-37 (2023). MSC: 68T37 PDF BibTeX XML Cite \textit{P. Jain} and \textit{T. Som}, Int. J. Approx. Reasoning 156, 16--37 (2023; Zbl 07710389) Full Text: DOI
Srinivasan, Arun; Xue, Lingzhou; Zhan, Xiang Identification of microbial features in multivariate regression under false discovery rate control. (English) Zbl 07710136 Comput. Stat. Data Anal. 181, Article ID 107621, 11 p. (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Srinivasan} et al., Comput. Stat. Data Anal. 181, Article ID 107621, 11 p. (2023; Zbl 07710136) Full Text: DOI
Labbé, Martine; Landete, Mercedes; Leal, Marina Dendrograms, minimum spanning trees and feature selection. (English) Zbl 07709189 Eur. J. Oper. Res. 308, No. 2, 555-567 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{M. Labbé} et al., Eur. J. Oper. Res. 308, No. 2, 555--567 (2023; Zbl 07709189) Full Text: DOI
Valero-Carreras, Daniel; Alcaraz, Javier; Landete, Mercedes Comparing two SVM models through different metrics based on the confusion matrix. (English) Zbl 07706552 Comput. Oper. Res. 152, Article ID 106131, 12 p. (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{D. Valero-Carreras} et al., Comput. Oper. Res. 152, Article ID 106131, 12 p. (2023; Zbl 07706552) Full Text: DOI
Thakare, Anuradha; Anter, Ahmed M.; Abraham, Ajith Seizure disorders recognition model from EEG signals using new probabilistic particle swarm optimizer and sequential differential evolution. (English) Zbl 07705347 Multidimensional Syst. Signal Process. 34, No. 2, 397-421 (2023). MSC: 94-XX PDF BibTeX XML Cite \textit{A. Thakare} et al., Multidimensional Syst. Signal Process. 34, No. 2, 397--421 (2023; Zbl 07705347) Full Text: DOI
Kavi Priya, Santhosam; Pon Karthika, Kasirajan A contemporarymulti-objective feature selection model for depression detection using a hybrid pBGSK optimization algorithm. (English) Zbl 07699890 Int. J. Appl. Math. Comput. Sci. 33, No. 1, 117-131 (2023). MSC: 68-XX 68Txx PDF BibTeX XML Cite \textit{S. Kavi Priya} and \textit{K. Pon Karthika}, Int. J. Appl. Math. Comput. Sci. 33, No. 1, 117--131 (2023; Zbl 07699890) Full Text: DOI
Lazebnik, Teddy; Rosenfeld, Avi FSPL: a meta-learning approach for a filter and embedded feature selection pipeline. (English) Zbl 07699889 Int. J. Appl. Math. Comput. Sci. 33, No. 1, 103-115 (2023). MSC: 68Txx 62Hxx 68-XX PDF BibTeX XML Cite \textit{T. Lazebnik} and \textit{A. Rosenfeld}, Int. J. Appl. Math. Comput. Sci. 33, No. 1, 103--115 (2023; Zbl 07699889) Full Text: DOI
Liu, Yuyang; Luo, Shan Feature selection in ultrahigh-dimensional additive models with heterogeneous frequency component functions. (English) Zbl 07698968 J. Stat. Plann. Inference 225, 243-265 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Liu} and \textit{S. Luo}, J. Stat. Plann. Inference 225, 243--265 (2023; Zbl 07698968) Full Text: DOI
Zhang, Hongying; Sun, Qianqian; Dong, Kezhen Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets. (English) Zbl 07698077 Int. J. Approx. Reasoning 154, 200-217 (2023). MSC: 68T37 PDF BibTeX XML Cite \textit{H. Zhang} et al., Int. J. Approx. Reasoning 154, 200--217 (2023; Zbl 07698077) Full Text: DOI
Tay, J. Kenneth; Aghaeepour, Nima; Hastie, Trevor; Tibshirani, Robert Feature-weighted elastic net: using “features of features” for “better prediction”. (English) Zbl 07688210 Stat. Sin. 33, No. 1, 259-279 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. K. Tay} et al., Stat. Sin. 33, No. 1, 259--279 (2023; Zbl 07688210) Full Text: DOI arXiv
Tomal, Jabed H.; Welch, William J.; Zamar, Ruben H. Robust ranking by ensembling of diverse models and assessment metrics. (English) Zbl 07677406 J. Stat. Comput. Simulation 93, No. 1, 77-102 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. H. Tomal} et al., J. Stat. Comput. Simulation 93, No. 1, 77--102 (2023; Zbl 07677406) Full Text: DOI
Heins, Jonathan; Bossek, Jakob; Pohl, Janina; Seiler, Moritz; Trautmann, Heike; Kerschke, Pascal A study on the effects of normalized TSP features for automated algorithm selection. (English) Zbl 07676473 Theor. Comput. Sci. 940, 123-145 (2023). MSC: 68Qxx PDF BibTeX XML Cite \textit{J. Heins} et al., Theor. Comput. Sci. 940, 123--145 (2023; Zbl 07676473) Full Text: DOI
Sun, Liqin; Yang, Youlong; Ning, Tong A novel feature selection using Markov blanket representative set and particle swarm optimization algorithm. (English) Zbl 07671196 Comput. Appl. Math. 42, No. 2, Paper No. 81, 32 p. (2023). MSC: 62R07 PDF BibTeX XML Cite \textit{L. Sun} et al., Comput. Appl. Math. 42, No. 2, Paper No. 81, 32 p. (2023; Zbl 07671196) Full Text: DOI
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 PDF BibTeX XML Cite \textit{M. H. J. Paus} et al., J. Nonparametric Stat. 35, No. 1, 56--87 (2023; Zbl 07661831) Full Text: DOI arXiv
Femmam, Karima; Brahimi, Brahim; Femmam, Smain An optimized feature selection technique based on bivariate copulas “GBCFS”. (English) Zbl 07660687 J. Comb. Optim. 45, No. 2, Paper No. 74, 14 p. (2023). MSC: 68-XX PDF BibTeX XML Cite \textit{K. Femmam} et al., J. Comb. Optim. 45, No. 2, Paper No. 74, 14 p. (2023; Zbl 07660687) Full Text: DOI
Beneddine, Samir Nonlinear input feature reduction for data-based physical modeling. (English) Zbl 07640579 J. Comput. Phys. 474, Article ID 111832, 15 p. (2023). MSC: 68Txx 62Hxx 60Jxx PDF BibTeX XML Cite \textit{S. Beneddine}, J. Comput. Phys. 474, Article ID 111832, 15 p. (2023; Zbl 07640579) Full Text: DOI arXiv
Shu, Wenhao; Yu, Jianhui; Yan, Zhenchao; Qian, Wenbin Semi-supervised feature selection for partially labeled mixed-type data based on multi-criteria measure approach. (English) Zbl 07639186 Int. J. Approx. Reasoning 153, 258-279 (2023). MSC: 68T37 PDF BibTeX XML Cite \textit{W. Shu} et al., Int. J. Approx. Reasoning 153, 258--279 (2023; Zbl 07639186) Full Text: DOI
Anand, M.; Sahay, Kishan Bhushan; Ahmed, Mohammed Altaf; Sultan, Daniyar; Chandan, Radha Raman; Singh, Bharat Deep learning and natural language processing in computation for offensive language detection in online social networks by feature selection and ensemble classification techniques. (English) Zbl 1512.68295 Theor. Comput. Sci. 943, 203-218 (2023). MSC: 68T07 68T05 68T50 PDF BibTeX XML Cite \textit{M. Anand} et al., Theor. Comput. Sci. 943, 203--218 (2023; Zbl 1512.68295) Full Text: DOI
Karthick, G. S.; Pankajavalli, P. B. Chronic obstructive pulmonary disease prediction using Internet of Things-Spiro system and fuzzy-based quantum neural network classifier. (English) Zbl 07638349 Theor. Comput. Sci. 941, 55-76 (2023). MSC: 68Qxx PDF BibTeX XML Cite \textit{G. S. Karthick} and \textit{P. B. Pankajavalli}, Theor. Comput. Sci. 941, 55--76 (2023; Zbl 07638349) Full Text: DOI
Alipour, Hossein; Muñoz, Mario Andrés; Smith-Miles, Kate Enhanced instance space analysis for the maximum flow problem. (English) Zbl 07583182 Eur. J. Oper. Res. 304, No. 2, 411-428 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{H. Alipour} et al., Eur. J. Oper. Res. 304, No. 2, 411--428 (2023; Zbl 07583182) Full Text: DOI
Das, Amit Kumar; Chakraborty, Basabi; Goswami, Saptarsi; Chakrabarti, Amlan A fuzzy set based approach for effective feature selection. (English) Zbl 07757515 Fuzzy Sets Syst. 449, 187-206 (2022). MSC: 68T37 68T05 PDF BibTeX XML Cite \textit{A. K. Das} et al., Fuzzy Sets Syst. 449, 187--206 (2022; Zbl 07757515) Full Text: DOI
Jiang, Lingjing; Haiminen, Niina; Carrieri, Anna-Paola; Huang, Shi; Vázquez-Baeza, Yoshiki; Parida, Laxmi; Kim, Ho-Cheol; Swafford, Austin D.; Knight, Rob; Natarajan, Loki Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data. (English) Zbl 1520.62242 Biometrics 78, No. 3, 1155-1167 (2022). MSC: 62P10 PDF BibTeX XML Cite \textit{L. Jiang} et al., Biometrics 78, No. 3, 1155--1167 (2022; Zbl 1520.62242) Full Text: DOI arXiv OA License
Li, Yujia; Zeng, Xiangrui; Lin, Chien-Wei; Tseng, George C. Simultaneous estimation of cluster number and feature sparsity in high-dimensional cluster analysis. (English) Zbl 1520.62273 Biometrics 78, No. 2, 574-585 (2022). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. Li} et al., Biometrics 78, No. 2, 574--585 (2022; Zbl 1520.62273) Full Text: DOI arXiv
Rahmanian, Mohsen; Mansoori, Eghbal Unsupervised fuzzy multivariate symmetric uncertainty feature selection based on constructing virtual cluster representative. (English) Zbl 07756007 Fuzzy Sets Syst. 438, 148-163 (2022). MSC: 62H30 62H86 PDF BibTeX XML Cite \textit{M. Rahmanian} and \textit{E. Mansoori}, Fuzzy Sets Syst. 438, 148--163 (2022; Zbl 07756007) Full Text: DOI
Che, Xiaoya; Chen, Degang; Mi, Jusheng Label correlation in multi-label classification using local attribute reductions with fuzzy rough sets. (English) Zbl 07755275 Fuzzy Sets Syst. 426, 121-144 (2022). MSC: 68T37 68T05 PDF BibTeX XML Cite \textit{X. Che} et al., Fuzzy Sets Syst. 426, 121--144 (2022; Zbl 07755275) Full Text: DOI
Shaham, Uri; Lindenbaum, Ofir; Svirsky, Jonathan; Kluger, Yuval Deep unsupervised feature selection by discarding nuisance and correlated features. (English) Zbl 07751334 Neural Netw. 152, 34-43 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{U. Shaham} et al., Neural Netw. 152, 34--43 (2022; Zbl 07751334) Full Text: DOI arXiv
Gong, Xiaoling; Yu, Ling; Wang, Jian; Zhang, Kai; Bai, Xiao; Pal, Nikhil R. Unsupervised feature selection via adaptive autoencoder with redundancy control. (English) Zbl 07750075 Neural Netw. 150, 87-101 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Gong} et al., Neural Netw. 150, 87--101 (2022; Zbl 07750075) Full Text: DOI
Sun, Yan; Song, Qifan; Liang, Faming Consistent sparse deep learning: theory and computation. (English) Zbl 1514.68270 J. Am. Stat. Assoc. 117, No. 540, 1981-1995 (2022). MSC: 68T07 68T20 68W40 PDF BibTeX XML Cite \textit{Y. Sun} et al., J. Am. Stat. Assoc. 117, No. 540, 1981--1995 (2022; Zbl 1514.68270) Full Text: DOI arXiv
Pisak-Lukáts, Ioan-Marius; Kovács, Levente; László, Szilágyi A feature selection strategy using Markov clustering, for the optimization of brain tumor segmentation from MRI data. (English) Zbl 07701166 Acta Univ. Sapientiae, Inform. 14, No. 2, 316-337 (2022). PDF BibTeX XML Cite \textit{I.-M. Pisak-Lukáts} et al., Acta Univ. Sapientiae, Inform. 14, No. 2, 316--337 (2022; Zbl 07701166) Full Text: DOI
Dowlatshahi, M. B.; Zare-Chahooki, M. A.; Beiranvand, S.; Hashemi, A. GKRR: a gravitational-based kernel ridge regression for software development effort estimation. (English) Zbl 07688002 J. Mahani Math. Res. Cent. 11, No. 3, 147-174 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{M. B. Dowlatshahi} et al., J. Mahani Math. Res. Cent. 11, No. 3, 147--174 (2022; Zbl 07688002) Full Text: DOI
Qin, Xiwen; Zhang, Shuang; Yin, Dongmei; Chen, Dongxue; Dong, Xiaogang Two-stage feature selection for classification of gene expression data based on an improved salp swarm algorithm. (English) Zbl 1511.92026 Math. Biosci. Eng. 19, No. 12, 13747-13781 (2022). MSC: 92C40 62P10 90C59 PDF BibTeX XML Cite \textit{X. Qin} et al., Math. Biosci. Eng. 19, No. 12, 13747--13781 (2022; Zbl 1511.92026) Full Text: DOI
Qin, Xiwen; Yin, Dongmei; Dong, Xiaogang; Chen, Dongxue; Zhang, Shuang Survival prediction model for right-censored data based on improved composite quantile regression neural network. (English) Zbl 07659072 Math. Biosci. Eng. 19, No. 8, 7521-7542 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Qin} et al., Math. Biosci. Eng. 19, No. 8, 7521--7542 (2022; Zbl 07659072) Full Text: DOI
Nazar, Nasrin Banu; Senthilkumar, Radha Feature selection using games with imperfect information (FSGIN). (English) Zbl 1504.91042 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, No. 6, 1019-1033 (2022). MSC: 91A27 91A80 68T10 PDF BibTeX XML Cite \textit{N. B. Nazar} and \textit{R. Senthilkumar}, Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, No. 6, 1019--1033 (2022; Zbl 1504.91042) Full Text: DOI
Wang, Yadi; Zhang, Wenbo; Fan, Minghu; Ge, Qiang; Qiao, Baojun; Zuo, Xianyu; Jiang, Bingbing Regression with adaptive Lasso and correlation based penalty. (English) Zbl 1505.62492 Appl. Math. Modelling 105, 179-196 (2022). MSC: 62J07 62H30 PDF BibTeX XML Cite \textit{Y. Wang} et al., Appl. Math. Modelling 105, 179--196 (2022; Zbl 1505.62492) Full Text: DOI
Lanbaran, Naiyer Mohammadi; Celik, Ercan; Kotan, Özgür Using fuzzy-rough set evaluation for feature selection and naive Bayes to classify the Parkinson disease. (English) Zbl 1513.68047 Miskolc Math. Notes 23, No. 2, 787-800 (2022). MSC: 68T05 62H30 62P10 92C50 PDF BibTeX XML Cite \textit{N. M. Lanbaran} et al., Miskolc Math. Notes 23, No. 2, 787--800 (2022; Zbl 1513.68047) 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 PDF BibTeX XML Cite \textit{Q. Wu} et al., J. Stat. Comput. Simulation 92, No. 16, 3414--3429 (2022; Zbl 07632294) Full Text: DOI
Deng, Tingquan; Huang, Yang; Yang, Ge; Wang, Changzhong Pointwise mutual information sparsely embedded feature selection. (English) Zbl 07629282 Int. J. Approx. Reasoning 151, 251-270 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{T. Deng} et al., Int. J. Approx. Reasoning 151, 251--270 (2022; Zbl 07629282) Full Text: DOI
Keshanian, Kimia; Zantedeschi, Daniel; Dutta, Kaushik Features selection as a Nash-bargaining solution: applications in online advertising and information systems. (English) Zbl 07625885 INFORMS J. Comput. 34, No. 5, 2485-2501 (2022). MSC: 90Cxx PDF BibTeX XML Cite \textit{K. Keshanian} et al., INFORMS J. Comput. 34, No. 5, 2485--2501 (2022; Zbl 07625885) Full Text: DOI
Deleplace, Antoine; Atamuradov, Vepa; Brahimi, Mehdi; Allali, Ahmed; Alleaume, Guillaume; Ennajihi, Houssame; Plana, Robert Health-state assessment approach based on unsupervised feature selection with application to nuclear power plant water screens. (English) Zbl 1504.93272 Zattoni, Elena (ed.) et al., 15th European workshop on advanced control and diagnosis, ACD 2019. Proceedings of the workshop, Bologna, Italy, November 21–22, 2019. Cham: Springer. Lect. Notes Control Inf. Sci. – Proc., 563-578 (2022). MSC: 93C95 PDF BibTeX XML Cite \textit{A. Deleplace} et al., in: 15th European workshop on advanced control and diagnosis, ACD 2019. Proceedings of the workshop, Bologna, Italy, November 21--22, 2019. Cham: Springer. 563--578 (2022; Zbl 1504.93272) Full Text: DOI
Jenul, Anna; Schrunner, Stefan; Pilz, Jürgen; Tomic, Oliver A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS). (English) Zbl 07624290 Mach. Learn. 111, No. 10, 3897-3923 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Jenul} et al., Mach. Learn. 111, No. 10, 3897--3923 (2022; Zbl 07624290) Full Text: DOI arXiv
Chen, Tingjian; Yuan, Haoliang; Yin, Ming Hierarchical unsupervised multi-view feature selection. (English) Zbl 07623625 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250024, 21 p. (2022). MSC: 68T05 15A23 62H35 PDF BibTeX XML Cite \textit{T. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250024, 21 p. (2022; Zbl 07623625) Full Text: DOI
Lohrmann, Christoph; Luukka, Pasi Fuzzy similarity and entropy (FSAE) feature selection revisited by using intra-class entropy and a normalized scaling factor. (English) Zbl 07621765 Luukka, Pasi (ed.) et al., Intelligent systems and applications in business and finance. Cham: Springer. Stud. Fuzziness Soft Comput. 415, 61-92 (2022). MSC: 68-XX PDF BibTeX XML Cite \textit{C. Lohrmann} and \textit{P. Luukka}, Stud. Fuzziness Soft Comput. 415, 61--92 (2022; Zbl 07621765) Full Text: DOI
Regler, Benjamin; Scheffler, Matthias; Ghiringhelli, Luca M. TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions. (English) Zbl 1509.68224 Data Min. Knowl. Discov. 36, No. 5, 1815-1864 (2022). MSC: 68T05 62H12 62H20 94A17 PDF BibTeX XML Cite \textit{B. Regler} et al., Data Min. Knowl. Discov. 36, No. 5, 1815--1864 (2022; Zbl 1509.68224) Full Text: DOI arXiv
Tiwari, Parul; Bhardwaj, Piyush; Keprate, Arvind; Tyagi, Ashish Breast cancer survival prediction using machine learning. (English) Zbl 1504.92063 Raza, Khalid (ed.), Computational intelligence in oncology. Applications in diagnosis, prognosis and therapeutics of cancers. Singapore: Springer. Stud. Comput. Intell. 1016, 143-158 (2022). MSC: 92C50 68T05 PDF BibTeX XML Cite \textit{P. Tiwari} et al., Stud. Comput. Intell. 1016, 143--158 (2022; Zbl 1504.92063) Full Text: DOI
Stańczyk, Urszula Application of rough set-based characterisation of attributes in feature selection and reduction. (English) Zbl 1511.68233 Virvou, Maria (ed.) et al., Advances in selected artificial intelligence areas. World outstanding women in artificial intelligence. Cham: Springer. Learn. Anal. Intell. Syst. 24, 35-55 (2022). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{U. Stańczyk}, Learn. Anal. Intell. Syst. 24, 35--55 (2022; Zbl 1511.68233) Full Text: DOI
Bolón-Canedo, Verónica; Alonso-Betanzos, Amparo; Morán-Fernández, Laura; Cancela, Brais Feature selection: from the past to the future. (English) Zbl 1511.68219 Virvou, Maria (ed.) et al., Advances in selected artificial intelligence areas. World outstanding women in artificial intelligence. Cham: Springer. Learn. Anal. Intell. Syst. 24, 11-34 (2022). MSC: 68T05 68T09 PDF BibTeX XML Cite \textit{V. Bolón-Canedo} et al., Learn. Anal. Intell. Syst. 24, 11--34 (2022; Zbl 1511.68219) Full Text: DOI
Wang, Yuanbo; Ahsan, Unaiza; Li, Hanyan; Hagen, Matthew A comprehensive review of modern object segmentation approaches. (English) Zbl 07613782 Found. Trends Comput. Graph. Vis. 13, No. 2-3, 111-283 (2022). MSC: 68-XX PDF BibTeX XML Cite \textit{Y. Wang} et al., Found. Trends Comput. Graph. Vis. 13, No. 2--3, 111--283 (2022; Zbl 07613782) 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 PDF BibTeX XML Cite \textit{J. Hu} et al., J. Ind. Manag. Optim. 18, No. 4, 2977--3000 (2022; Zbl 1513.62257) Full Text: DOI
Yu, Ke; Luo, Shan A sequential feature selection procedure for high-dimensional Cox proportional hazards model. (English) Zbl 07604563 Ann. Inst. Stat. Math. 74, No. 6, 1109-1142 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Yu} and \textit{S. Luo}, Ann. Inst. Stat. Math. 74, No. 6, 1109--1142 (2022; Zbl 07604563) Full Text: DOI
Peterson, Ryan A.; Cavanaugh, Joseph E. Ranked sparsity: a cogent regularization framework for selecting and estimating feature interactions and polynomials. (English) Zbl 07600171 AStA, Adv. Stat. Anal. 106, No. 3, 427-454 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. A. Peterson} and \textit{J. E. Cavanaugh}, AStA, Adv. Stat. Anal. 106, No. 3, 427--454 (2022; Zbl 07600171) Full Text: DOI arXiv
Heidari, Mohsen; Sreedharan, Jithin K.; Shamir, Gil; Szpankowski, Wojciech Sufficiently informative and relevant features: an information-theoretic and Fourier-based characterization. (English) Zbl 1515.68276 IEEE Trans. Inf. Theory 68, No. 9, 6063-6077 (2022). MSC: 68T07 94A17 PDF BibTeX XML Cite \textit{M. Heidari} et al., IEEE Trans. Inf. Theory 68, No. 9, 6063--6077 (2022; Zbl 1515.68276) Full Text: DOI
Tandu, Cherry; Kosuri, Mohit; Sarkar, Sobhan; Maiti, J. A two-fold multi-objective multi-verse optimization-based time series forecasting. (English) Zbl 1496.62162 Giri, Debasis (ed.) et al., Proceedings of the seventh international conference on mathematics and computing, ICMC 2021, Shibpur, India, March 2–5, 2021. Singapore: Springer. Adv. Intell. Syst. Comput. 1412, 743-754 (2022). MSC: 62M20 62M10 68T07 90C29 PDF BibTeX XML Cite \textit{C. Tandu} et al., Adv. Intell. Syst. Comput. 1412, 743--754 (2022; Zbl 1496.62162) Full Text: DOI
Zhang, Xiaoming; Yu, Lean; Yin, Hang; Lai, Kin Keung Integrating data augmentation and hybrid feature selection for small sample credit risk assessment with high dimensionality. (English) Zbl 1520.91420 Comput. Oper. Res. 146, Article ID 105937, 14 p. (2022). MSC: 91G40 PDF BibTeX XML Cite \textit{X. Zhang} et al., Comput. Oper. Res. 146, Article ID 105937, 14 p. (2022; Zbl 1520.91420) Full Text: DOI
Samieiyan, Behrouz; MohammadiNasab, Poorya; Mollaei, Mostafa Abbas; Hajizadeh, Fahimeh; Kangavari, Mohammadreza Solving dimension reduction problems for classification using promoted crow search algorithm (PCSA). (English) Zbl 1507.68300 Computing 104, No. 6, 1255-1284 (2022). MSC: 68T20 PDF BibTeX XML Cite \textit{B. Samieiyan} et al., Computing 104, No. 6, 1255--1284 (2022; Zbl 1507.68300) Full Text: DOI
Kannari, Phanindra Reddy; Chowdary, Noorullah Shariff; Laxmikanth Biradar, Rajkumar An anomaly-based intrusion detection system using recursive feature elimination technique for improved attack detection. (English) Zbl 07579635 Theor. Comput. Sci. 931, 56-64 (2022). MSC: 68Qxx PDF BibTeX XML Cite \textit{P. R. Kannari} et al., Theor. Comput. Sci. 931, 56--64 (2022; Zbl 07579635) Full Text: DOI
Puliparambil, Bhavithry Sen; Tomal, Jabed; Yan, Yan Benchmarking penalized regression methods in machine learning for single cell RNA sequencing data. (English) Zbl 1496.92075 Jin, Lingling (ed.) et al., Comparative genomics. 19th international conference, RECOMB-CG 2022, La Jolla, CA, USA, May 20–21, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13234, 295-310 (2022). MSC: 92D20 68T05 62P10 PDF BibTeX XML Cite \textit{B. S. Puliparambil} et al., Lect. Notes Comput. Sci. 13234, 295--310 (2022; Zbl 1496.92075) Full Text: DOI
Sarhani, Malek; Voß, Stefan Chunking and cooperation in particle swarm optimization for feature selection. (English) Zbl 07570859 Ann. Math. Artif. Intell. 90, No. 7-9, 893-913 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{M. Sarhani} and \textit{S. Voß}, Ann. Math. Artif. Intell. 90, No. 7--9, 893--913 (2022; Zbl 07570859) Full Text: DOI
Otto, Samuel E.; Rowley, Clarence W. Inadequacy of linear methods for minimal sensor placement and feature selection in nonlinear systems: a new approach using secants. (English) Zbl 07570751 J. Nonlinear Sci. 32, No. 5, Paper No. 69, 51 p. (2022). MSC: 62-XX 49-XX 90-XX PDF BibTeX XML Cite \textit{S. E. Otto} and \textit{C. W. Rowley}, J. Nonlinear Sci. 32, No. 5, Paper No. 69, 51 p. (2022; Zbl 07570751) Full Text: DOI arXiv
Bertsimas, Dimitris; Digalakis, Vassilis jun. The backbone method for ultra-high dimensional sparse machine learning. (English) Zbl 07570155 Mach. Learn. 111, No. 6, 2161-2212 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Bertsimas} and \textit{V. Digalakis jun.}, Mach. Learn. 111, No. 6, 2161--2212 (2022; Zbl 07570155) Full Text: DOI arXiv
Zhang, Shizhi; Zhang, Mingjin Use of SVM-based ensemble feature selection method for gene expression data analysis. (English) Zbl 1494.92053 Stat. Appl. Genet. Mol. Biol. 21, No. 1, Article ID 20220002, 10 p. (2022). MSC: 92C40 68T05 PDF BibTeX XML Cite \textit{S. Zhang} and \textit{M. Zhang}, Stat. Appl. Genet. Mol. Biol. 21, No. 1, Article ID 20220002, 10 p. (2022; Zbl 1494.92053) Full Text: DOI
Ajayi, Temitayo; Lee, Taewoo; Schaefer, Andrew J. Objective selection for cancer treatment: an inverse optimization approach. (English) Zbl 1496.90081 Oper. Res. 70, No. 3, 1717-1738 (2022). MSC: 90C29 90C26 90C11 90C90 PDF BibTeX XML Cite \textit{T. Ajayi} et al., Oper. Res. 70, No. 3, 1717--1738 (2022; Zbl 1496.90081) Full Text: DOI
Teisseyre, Paweł Joint feature selection and classification for positive unlabelled multi-label data using weighted penalized empirical risk minimization. (English) Zbl 07568660 Int. J. Appl. Math. Comput. Sci. 32, No. 2, 311-322 (2022). MSC: 62Hxx 62Dxx 68Txx PDF BibTeX XML Cite \textit{P. Teisseyre}, Int. J. Appl. Math. Comput. Sci. 32, No. 2, 311--322 (2022; Zbl 07568660) Full Text: DOI
Bianchi, Federico; Piroddi, Luigi; Bemporad, Alberto; Halasz, Geza; Villani, Matteo; Piga, Dario Active preference-based optimization for human-in-the-loop feature selection. (English) Zbl 1506.93095 Eur. J. Control 66, Article ID 100647, 11 p. (2022). MSC: 93E12 68T10 90C26 90C30 90C90 PDF BibTeX XML Cite \textit{F. Bianchi} et al., Eur. J. Control 66, Article ID 100647, 11 p. (2022; Zbl 1506.93095) Full Text: DOI
Ciuperca, Gabriela; Dulac, Nicolas Multiple change-points estimation in linear regression models via an adaptive Lasso expectile loss function. (English) Zbl 07557992 J. Stat. Theory Pract. 16, No. 3, Paper No. 38, 39 p. (2022). MSC: 62Jxx 62Gxx 62Fxx PDF BibTeX XML Cite \textit{G. Ciuperca} and \textit{N. Dulac}, J. Stat. Theory Pract. 16, No. 3, Paper No. 38, 39 p. (2022; Zbl 07557992) Full Text: DOI
Kipnis, Alon Higher criticism for discriminating word-frequency tables and authorship attribution. (English) Zbl 1498.62348 Ann. Appl. Stat. 16, No. 2, 1236-1252 (2022). MSC: 62P99 62G10 PDF BibTeX XML Cite \textit{A. Kipnis}, Ann. Appl. Stat. 16, No. 2, 1236--1252 (2022; Zbl 1498.62348) Full Text: DOI arXiv
Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. The holdout randomization test for feature selection in black box models. (English) Zbl 07546466 J. Comput. Graph. Stat. 31, No. 1, 151-162 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Tansey} et al., J. Comput. Graph. Stat. 31, No. 1, 151--162 (2022; Zbl 07546466) Full Text: DOI arXiv
Seo, Beomseok; Lin, Lin; Li, Jia Block-wise variable selection for clustering via latent states of mixture models. (English) Zbl 07546465 J. Comput. Graph. Stat. 31, No. 1, 138-150 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Seo} et al., J. Comput. Graph. Stat. 31, No. 1, 138--150 (2022; Zbl 07546465) Full Text: DOI
Ma, Dewei; Ren, Weijie; Han, Min A two-stage causality method for time series prediction based on feature selection and momentary conditional independence. (English) Zbl 07511820 Physica A 595, Article ID 126970, 17 p. (2022). MSC: 82-XX PDF BibTeX XML Cite \textit{D. Ma} et al., Physica A 595, Article ID 126970, 17 p. (2022; Zbl 07511820) Full Text: DOI
Atashgahi, Zahra; Sokar, Ghada; van der Lee, Tim; Mocanu, Elena; Mocanu, Decebal Constantin; Veldhuis, Raymond; Pechenizkiy, Mykola Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders. (English) Zbl 07510316 Mach. Learn. 111, No. 1, 377-414 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Atashgahi} et al., Mach. Learn. 111, No. 1, 377--414 (2022; Zbl 07510316) Full Text: DOI arXiv
Xu, Zengchao; Luo, Shan; Chen, Zehua Partial profile score feature selection in high-dimensional generalized linear interaction models. (English) Zbl 07493268 Stat. Interface 15, No. 4, 433-447 (2022). MSC: 62F99 62J12 62-XX PDF BibTeX XML Cite \textit{Z. Xu} et al., Stat. Interface 15, No. 4, 433--447 (2022; Zbl 07493268) Full Text: DOI
Zhang, Yuping Principal wave analysis for high-dimensional structured data with applications to epigenomics and neuroimaging studies. (English) Zbl 07493253 Stat. Interface 15, No. 2, 225-236 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zhang}, Stat. Interface 15, No. 2, 225--236 (2022; Zbl 07493253) Full Text: DOI
Fieguth, Paul An introduction to pattern recognition and machine learning. (English) Zbl 1516.68002 Cham: Springer (ISBN 978-3-030-95993-7/hbk; 978-3-030-95995-1/ebook). xxii, 471 p. (2022). Reviewer: Smaranda Belciug (Craiova) MSC: 68-01 68T05 68T10 PDF BibTeX XML Cite \textit{P. Fieguth}, An introduction to pattern recognition and machine learning. Cham: Springer (2022; Zbl 1516.68002) Full Text: DOI
Lee, In Gyu; Yoon, Sang Won; Won, Daehan A mixed integer linear programming support vector machine for cost-effective group feature selection: branch-cut-and-price approach. (English) Zbl 1495.60063 Eur. J. Oper. Res. 299, No. 3, 1055-1068 (2022). MSC: 60H30 68T05 90C11 90C57 PDF BibTeX XML Cite \textit{I. G. Lee} et al., Eur. J. Oper. Res. 299, No. 3, 1055--1068 (2022; Zbl 1495.60063) Full Text: DOI
Sun, Xuxiang; Cao, Wenbo; Liu, Yilang; Zhu, Linyang; Zhang, Weiwei High Reynolds number airfoil turbulence modeling method based on machine learning technique. (English) Zbl 1521.76255 Comput. Fluids 236, Article ID 105298, 14 p. (2022). MSC: 76F65 68T07 76D25 76M99 PDF BibTeX XML Cite \textit{X. Sun} et al., Comput. Fluids 236, Article ID 105298, 14 p. (2022; Zbl 1521.76255) Full Text: DOI arXiv
Tan, Hongwei; Wang, Guodong; Wang, Wendong; Zhang, Zili Feature selection based on distance correlation: a filter algorithm. (English) Zbl 07484701 J. Appl. Stat. 49, No. 2, 411-426 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Tan} et al., J. Appl. Stat. 49, No. 2, 411--426 (2022; Zbl 07484701) Full Text: DOI
Dong, Yan; Li, Daoji; Zheng, Zemin; Zhou, Jia Reproducible feature selection in high-dimensional accelerated failure time models. (English) Zbl 1478.62301 Stat. Probab. Lett. 181, Article ID 109275, 6 p. (2022). MSC: 62N05 62N03 62F03 62J05 62P10 PDF BibTeX XML Cite \textit{Y. Dong} et al., Stat. Probab. Lett. 181, Article ID 109275, 6 p. (2022; Zbl 1478.62301) Full Text: DOI
Chen, Yifan; Wang, Yang; Ren, Pengjie; Wang, Meng; de Rijke, Maarten Bayesian feature interaction selection for factorization machines. (English) Zbl 1493.62123 Artif. Intell. 302, Article ID 103589, 31 p. (2022). MSC: 62F15 68T05 PDF BibTeX XML Cite \textit{Y. Chen} et al., Artif. Intell. 302, Article ID 103589, 31 p. (2022; Zbl 1493.62123) Full Text: DOI
Vilas Boas, Matheus Guedes; Santos, Haroldo Gambini; de Campos Merschmann, Luiz Henrique; Vanden Berghe, Greet Optimal decision trees for the algorithm selection problem: integer programming based approaches. (English) Zbl 07769679 Int. Trans. Oper. Res. 28, No. 5, 2759-2781 (2021). MSC: 90-XX PDF BibTeX XML Cite \textit{M. G. Vilas Boas} et al., Int. Trans. Oper. Res. 28, No. 5, 2759--2781 (2021; Zbl 07769679) Full Text: DOI arXiv
Wu, Xingyu; Jiang, Bingbing; Yu, Kui; Chen, Huanhuan Separation and recovery Markov boundary discovery and its application in EEG-based emotion recognition. (English) Zbl 07769010 Inf. Sci. 571, 262-278 (2021). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{X. Wu} et al., Inf. Sci. 571, 262--278 (2021; Zbl 07769010) Full Text: DOI
Jiang, He; Zheng, Weihua; Dong, Yao Sparse and robust estimation with ridge minimax concave penalty. (English) Zbl 07769004 Inf. Sci. 571, 154-174 (2021). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{H. Jiang} et al., Inf. Sci. 571, 154--174 (2021; Zbl 07769004) Full Text: DOI
Guo, Shunxin; Zhao, Hong; Yang, Wenyuan Hierarchical feature selection with multi-granularity clustering structure. (English) Zbl 07763355 Inf. Sci. 568, 448-462 (2021). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{S. Guo} et al., Inf. Sci. 568, 448--462 (2021; Zbl 07763355) Full Text: DOI
Dai, Jianhua; Liu, Ye; Chen, Jiaolong Feature selection via max-independent ratio and min-redundant ratio based on adaptive weighted kernel density estimation. (English) Zbl 07763336 Inf. Sci. 568, 86-112 (2021). MSC: 94A17 PDF BibTeX XML Cite \textit{J. Dai} et al., Inf. Sci. 568, 86--112 (2021; Zbl 07763336) Full Text: DOI
Zhong, Weichan; Chen, Xiaojun; Nie, Feiping; Huang, Joshua Zhexue Adaptive discriminant analysis for semi-supervised feature selection. (English) Zbl 07763320 Inf. Sci. 566, 178-194 (2021). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{W. Zhong} et al., Inf. Sci. 566, 178--194 (2021; Zbl 07763320) Full Text: DOI
Bhadra, Tapas; Bandyopadhyay, Sanghamitra Supervised feature selection using integration of densest subgraph finding with floating forward-backward search. (English) Zbl 07763311 Inf. Sci. 566, 1-18 (2021). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{T. Bhadra} and \textit{S. Bandyopadhyay}, Inf. Sci. 566, 1--18 (2021; Zbl 07763311) Full Text: DOI