Makoto Aoshima

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 5

Top Topics

Intrinsic Dimensionality

Top Venues

J. Multivar. Anal.

Publications

Kento Egashira, Kazuyoshi Yata, Makoto Aoshima
Asymptotic properties of hierarchical clustering in high-dimensional settings. J. Multivar. Anal. 199 (2024)
Aki Ishii, Kazuyoshi Yata, Makoto Aoshima
Geometric classifiers for high-dimensional noisy data. J. Multivar. Anal. 188 (2022)
Yugo Nakayama, Kazuyoshi Yata, Makoto Aoshima
Clustering by principal component analysis with Gaussian kernel in high-dimension, low-sample-size settings. J. Multivar. Anal. 185 (2021)
Yugo Nakayama, Kazuyoshi Yata, Makoto Aoshima
Support vector machine and its bias correction in high-dimension, low-sample-size settings. CoRR (2017)
Kazuyoshi Yata, Makoto Aoshima
High-dimensional inference on covariance structures via the extended cross-data-matrix methodology. J. Multivar. Anal. 151 (2016)
Kazuyoshi Yata, Makoto Aoshima
PCA consistency for the power spiked model in high-dimensional settings. J. Multivar. Anal. 122 (2013)
Kazuyoshi Yata, Makoto Aoshima
Correlation tests for high-dimensional data using extended cross-data-matrix methodology. J. Multivar. Anal. 117 (2013)
Kazuyoshi Yata, Makoto Aoshima
Effective PCA for high-dimension, low-sample-size data with noise reduction via geometric representations. J. Multivar. Anal. 105 (1) (2012)
Kazuyoshi Yata, Makoto Aoshima
Effective PCA for high-dimension, low-sample-size data with singular value decomposition of cross data matrix. J. Multivar. Anal. 101 (9) (2010)
Hirofumi Wakaki, Makoto Aoshima
Optimal discriminant functions for normal populations. J. Multivar. Anal. 100 (1) (2009)