Hanafusa, Ryo; Okadome, Takeshi Bayesian kernel regression for noisy inputs based on Nadaraya-Watson estimator constructed from noiseless training data. (English) Zbl 1462.62513 Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050004, 17 p. (2020). MSC: 62M05 62G08 60H40 PDFBibTeX XMLCite \textit{R. Hanafusa} and \textit{T. Okadome}, Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050004, 17 p. (2020; Zbl 1462.62513) Full Text: DOI
Lasisi, Ahmed; Li, Pengyu; Chen, Jian Hybrid machine learning and geographic information systems approach – a case for grade crossing crash data analysis. (English) Zbl 1462.62750 Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050003, 30 p. (2020). MSC: 62P30 62R07 68T05 PDFBibTeX XMLCite \textit{A. Lasisi} et al., Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050003, 30 p. (2020; Zbl 1462.62750) Full Text: DOI
Shary, Sergey P. Weak and strong compatibility in data fitting problems under interval uncertainty. (English) Zbl 1462.62767 Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050002, 34 p. (2020). MSC: 62R07 62F25 PDFBibTeX XMLCite \textit{S. P. Shary}, Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050002, 34 p. (2020; Zbl 1462.62767) Full Text: DOI
Imamverdiyev, Yadigar N.; Abdullayeva, Fargana J. Condition monitoring of equipment in oil wells using deep learning. (English) Zbl 1462.62749 Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050001, 30 p. (2020). MSC: 62P30 62M10 62M45 68T05 PDFBibTeX XMLCite \textit{Y. N. Imamverdiyev} and \textit{F. J. Abdullayeva}, Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050001, 30 p. (2020; Zbl 1462.62749) Full Text: DOI