Thomas, Brian St.; You, Kisung; Lin, Lizhen; Lim, Lek-Heng; Mukherjee, Sayan Learning subspaces of different dimensions. (English) Zbl 07547615 J. Comput. Graph. Stat. 31, No. 2, 337-350 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Zhe; Doss, Hani Inference for the number of topics in the latent Dirichlet allocation model via Bayesian mixture modeling. (English) Zbl 07499077 J. Comput. Graph. Stat. 28, No. 3, 567-585 (2019). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Magnusson, Måns; Jonsson, Leif; Villani, Mattias; Broman, David Sparse partially collapsed MCMC for parallel inference in topic models. (English) Zbl 07498961 J. Comput. Graph. Stat. 27, No. 2, 449-463 (2018). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
George, Clint P.; Doss, Hani Principled selection of hyperparameters in the latent Dirichlet allocation model. (English) Zbl 1471.62283 J. Mach. Learn. Res. 18(2017-2018), Paper No. 162, 38 p. (2018). MSC: 62F15 60J22 68T05 × Cite Format Result Cite Review PDF Full Text: Link
Aggarwal, Charu C. Machine learning for text. (English) Zbl 1395.68001 Cham: Springer (ISBN 978-3-319-73530-6/hbk; 978-3-319-73531-3/ebook). xxiii, 493 p. (2018). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 62H30 68P20 68T05 68T50 × Cite Format Result Cite Review PDF Full Text: DOI
Mirylenka, Katsiaryna; Giannakopoulos, George; Do, Le Minh; Palpanas, Themis On classifier behavior in the presence of mislabeling noise. (English) Zbl 1411.68116 Data Min. Knowl. Discov. 31, No. 3, 661-701 (2017). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Lim, Kar Wai; Buntine, Wray Bibliographic analysis on research publications using authors, categorical labels and the citation network. (English) Zbl 1383.62364 Mach. Learn. 103, No. 2, 185-213 (2016). MSC: 62P99 68P20 62G05 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pao, Hsing-Kuo; Lee, Yuh-Jye; Huang, Chun-Ying Rejoinder to: “Statistical learning methods for information security: fundamentals and case studies”. (English) Zbl 07883208 Appl. Stoch. Models Bus. Ind. 31, No. 2, 119-121 (2015). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Elloumi, Mourad; Zomaya, Albert Y. Biological knowledge discovery handbook. Preprocessing, Mining and postprocessing of biological data. (English) Zbl 1312.92001 Wiley Series in Bioinformatics: Computational Techniques and Engineering. Piscataway, NJ: IEEE Press; Hoboken, NJ: John Wiley & Sons (ISBN 978-1-118-13273-9/hbk). 1192 p. (2014). MSC: 92-01 62-07 92B15 92C40 92D10 92C50 × Cite Format Result Cite Review PDF
Xu, Kaiquan; Liao, Stephen Shaoyi; Lau, Raymond Y. K.; Leon Zhao, J. Effective active learning strategies for the use of large-margin classifiers in semantic annotation: an optimal parameter discovery perspective. (English) Zbl 1304.68148 INFORMS J. Comput. 26, No. 3, 461-483 (2014). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Das, Shubhomoy; Moore, Travis; Wong, Weng-Keen; Stumpf, Simone; Oberst, Ian; McIntosh, Kevin; Burnett, Margaret End-user feature labeling: supervised and semi-supervised approaches based on locally-weighted logistic regression. (English) Zbl 1334.68181 Artif. Intell. 204, 56-74 (2013). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI Link
Dietterich, Thomas G.; Hao, Guohua; Ashenfelter, Adam Gradient tree boosting for training conditional random fields. (English) Zbl 1225.68173 J. Mach. Learn. Res. 9, 2113-2139 (2008). MSC: 68T05 62M40 × Cite Format Result Cite Review PDF Full Text: Link