Semi-supervised Clustering for Sparsely Sampled Longitudinal Data. - Mariko Takagishi; Hiroshi Yadohisa (Complex Adaptive Systems, 2015)

Clustering and visualization for enhancing interpretation of categorical data. - Mariko Takagishi (2019)

Clustering for time-varying relational count data. - Satoshi Goto; Mariko Takagishi; Hiroshi Yadohisa (Comput. Stat. Data Anal., 2021)

Visualizing Class Specific Heterogeneous Tendencies in Categorical Data. - Mariko Takagishi; Michel van de Velden (J. Comput. Graph. Stat., 2022)