Ji, Zhi; Wei, Yang; Li, Zhouping Sure estimates for high dimensional classification. (English) Zbl 07260690 Stat. Anal. Data Min. 13, No. 5, 423-436 (2020). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{Z. Ji} et al., Stat. Anal. Data Min. 13, No. 5, 423--436 (2020; Zbl 07260690) Full Text: DOI
Miratrix, Luke; Ackerman, Robin Conducting sparse feature selection on arbitrarily long phrases in text corpora with a focus on interpretability. (English) Zbl 07260610 Stat. Anal. Data Min. 9, No. 6, 435-460 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{L. Miratrix} and \textit{R. Ackerman}, Stat. Anal. Data Min. 9, No. 6, 435--460 (2016; Zbl 07260610) Full Text: DOI arXiv
Arndt, Cornelius; Brefeld, Ulf Predicting the future performance of soccer players. (English) Zbl 07260603 Stat. Anal. Data Min. 9, No. 5, 373-382 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{C. Arndt} and \textit{U. Brefeld}, Stat. Anal. Data Min. 9, No. 5, 373--382 (2016; Zbl 07260603) Full Text: DOI
Hassani, Hossein; Huang, Xu; Silva, Emmanuel S.; Ghodsi, Mansi A review of data mining applications in crime. (English) Zbl 07260586 Stat. Anal. Data Min. 9, No. 3, 139-154 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{H. Hassani} et al., Stat. Anal. Data Min. 9, No. 3, 139--154 (2016; Zbl 07260586) Full Text: DOI
Kimes, Patrick K.; Hayes, David Neil; Marron, J. S.; Liu, Yufeng Large-margin classification with multiple decision rules. (English) Zbl 07260582 Stat. Anal. Data Min. 9, No. 2, 89-105 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{P. K. Kimes} et al., Stat. Anal. Data Min. 9, No. 2, 89--105 (2016; Zbl 07260582) Full Text: DOI arXiv
Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R. Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. (English) Zbl 07260581 Stat. Anal. Data Min. 9, No. 2, 75-88 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{G. Chen} et al., Stat. Anal. Data Min. 9, No. 2, 75--88 (2016; Zbl 07260581) Full Text: DOI Link
Vapnik, Vladimir; Braga, Igor; Izmailov, Rauf Constructive setting for problems of density ratio estimation. (English) Zbl 07260430 Stat. Anal. Data Min. 8, No. 3, 137-146 (2015). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{V. Vapnik} et al., Stat. Anal. Data Min. 8, No. 3, 137--146 (2015; Zbl 07260430) Full Text: DOI
Soriano, Jacopo; Au, Timothy; Banks, David Text mining in computational advertising. (English) Zbl 07260368 Stat. Anal. Data Min. 6, No. 4, 273-285 (2013). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{J. Soriano} et al., Stat. Anal. Data Min. 6, No. 4, 273--285 (2013; Zbl 07260368) Full Text: DOI
Liang, Zhiyu; Lee, Yoonkyung Eigen-analysis of nonlinear PCA with polynomial kernels. (English) Zbl 1281.62149 Stat. Anal. Data Min. 6, No. 6, 529-544 (2013). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{Z. Liang} and \textit{Y. Lee}, Stat. Anal. Data Min. 6, No. 6, 529--544 (2013; Zbl 1281.62149) Full Text: DOI
Kawano, Shuichi Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions. (English) Zbl 1281.62148 Stat. Anal. Data Min. 6, No. 6, 472-481 (2013). MSC: 62H30 62J12 62B10 68T05 65C60 PDFBibTeX XMLCite \textit{S. Kawano}, Stat. Anal. Data Min. 6, No. 6, 472--481 (2013; Zbl 1281.62148) Full Text: DOI arXiv
Han, Yue; Yu, Lei A variance reduction framework for stable feature selection. (English) Zbl 07260340 Stat. Anal. Data Min. 5, No. 5, 428-445 (2012). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{Y. Han} and \textit{L. Yu}, Stat. Anal. Data Min. 5, No. 5, 428--445 (2012; Zbl 07260340) Full Text: DOI
Li, Geng; Semerci, Murat; Yener, Bülent; Zaki, Mohammed J. Effective graph classification based on topological and label attributes. (English) Zbl 07260330 Stat. Anal. Data Min. 5, No. 4, 265-283 (2012). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{G. Li} et al., Stat. Anal. Data Min. 5, No. 4, 265--283 (2012; Zbl 07260330) Full Text: DOI
Wu, Tong Tong; Wu, Yichao Nonlinear vertex discriminant analysis with reproducing kernels. (English) Zbl 07260321 Stat. Anal. Data Min. 5, No. 2, 167-176 (2012). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{T. T. Wu} and \textit{Y. Wu}, Stat. Anal. Data Min. 5, No. 2, 167--176 (2012; Zbl 07260321) Full Text: DOI Link
Takahashi, Rikiya Sequential minimal optimization in convex clustering repetitions. (English) Zbl 07260313 Stat. Anal. Data Min. 5, No. 1, 70-89 (2012). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{R. Takahashi}, Stat. Anal. Data Min. 5, No. 1, 70--89 (2012; Zbl 07260313) Full Text: DOI
Wang, Fei; Sun, Jimeng; Ebadollahi, Shahram Composite distance metric integration by leveraging multiple experts’ inputs and its application in patient similarity assessment. (English) Zbl 07260312 Stat. Anal. Data Min. 5, No. 1, 54-69 (2012). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{F. Wang} et al., Stat. Anal. Data Min. 5, No. 1, 54--69 (2012; Zbl 07260312) Full Text: DOI
Chen, Shuo; Bowman, F. Dubois A novel support vector classifier for longitudinal high-dimensional data and its application to neuroimaging data. (English) Zbl 07260306 Stat. Anal. Data Min. 4, No. 6, 604-611 (2011). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{S. Chen} and \textit{F. D. Bowman}, Stat. Anal. Data Min. 4, No. 6, 604--611 (2011; Zbl 07260306) Full Text: DOI Link
Liang, Yulan; Kelemen, Arpad Sequential support vector regression with embedded entropy for SNP selection and disease classification. (English) Zbl 07260284 Stat. Anal. Data Min. 4, No. 3, 301-312 (2011). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{Y. Liang} and \textit{A. Kelemen}, Stat. Anal. Data Min. 4, No. 3, 301--312 (2011; Zbl 07260284) Full Text: DOI Link
Magdon-ismail, Malik; Mertsalov, Konstantin A permutation approach to validation. (English) Zbl 07260257 Stat. Anal. Data Min. 3, No. 6, 361-380 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{M. Magdon-ismail} and \textit{K. Mertsalov}, Stat. Anal. Data Min. 3, No. 6, 361--380 (2010; Zbl 07260257) Full Text: DOI
Tian, Tian Siva; Wilcox, Rand R.; James, Gareth M. Data reduction in classification: a simulated annealing based projection method. (English) Zbl 07260253 Stat. Anal. Data Min. 3, No. 5, 319-331 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{T. S. Tian} et al., Stat. Anal. Data Min. 3, No. 5, 319--331 (2010; Zbl 07260253) Full Text: DOI
Park, Seo Young; Liu, Yufeng; Liu, Dacheng; Scholl, Paul Multicategory composite least squares classifiers. (English) Zbl 07260249 Stat. Anal. Data Min. 3, No. 4, 272-286 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{S. Y. Park} et al., Stat. Anal. Data Min. 3, No. 4, 272--286 (2010; Zbl 07260249) Full Text: DOI Link
Wang, Zhuang; Vucetic, Slobodan Online training on a budget of support vector machines using twin prototypes. (English) Zbl 07260240 Stat. Anal. Data Min. 3, No. 3, 149-169 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{Z. Wang} and \textit{S. Vucetic}, Stat. Anal. Data Min. 3, No. 3, 149--169 (2010; Zbl 07260240) Full Text: DOI
Ahn, Jeongyoun A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. (English) Zbl 07260239 Stat. Anal. Data Min. 3, No. 3, 142-148 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{J. Ahn}, Stat. Anal. Data Min. 3, No. 3, 142--148 (2010; Zbl 07260239) Full Text: DOI
Guo, Ruixin; Chakraborty, Sounak Bayesian adaptive nearest neighbor. (English) Zbl 07260235 Stat. Anal. Data Min. 3, No. 2, 92-105 (2010). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{R. Guo} and \textit{S. Chakraborty}, Stat. Anal. Data Min. 3, No. 2, 92--105 (2010; Zbl 07260235) Full Text: DOI
Fujimaki, Ryohei; Nakata, Takayuki; Tsukahara, Hidenori; Sato, Akinori; Yamanishi, Kenji Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection. (English) Zbl 1166.62066 Stat. Anal. Data Min. 2, No. 1, 1-17 (2009). MSC: 62M10 62P30 65C60 65K10 PDFBibTeX XMLCite \textit{R. Fujimaki} et al., Stat. Anal. Data Min. 2, No. 1, 1--17 (2009; Zbl 1166.62066) Full Text: DOI
Bhaduri, Kanishka; Wolff, Ran; Giannella, Chris; Kargupta, Hillol Distributed decision-tree induction in peer-to-peer systems. (English) Zbl 07260186 Stat. Anal. Data Min. 1, No. 2, 85-103 (2008). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{K. Bhaduri} et al., Stat. Anal. Data Min. 1, No. 2, 85--103 (2008; Zbl 07260186) Full Text: DOI