Nonlinear Logistic Discrimination Via Regularized Gaussian Basis Expansions. - Shuichi Kawano; Sadanori Konishi (Commun. Stat. Simul. Comput., 2009)

Functional Cluster Analysis via Orthonormalized Gaussian Basis Expansions and Its Application. - Mitsunori Kayano; Koji Dozono; Sadanori Konishi (J. Classif., 2010)

Sparse Functional Principal Component Analysis via Regularized Basis Expansions and Its Application. - Mitsunori Kayano; Sadanori Konishi (Commun. Stat. Simul. Comput., 2010)

Multiclass Functional Discriminant Analysis and Its Application to Gesture Recognition. - Hidetoshi Matsui; Takamitsu Araki; Sadanori Konishi (J. Classif., 2011)

Variable selection for functional regression models via the L1 regularization. - Hidetoshi Matsui; Sadanori Konishi (Comput. Stat. Data Anal., 2011)

Nonlinear regression modeling and detecting change points via the relevance vector machine. - Shohei Tateishi; Sadanori Konishi (Comput. Stat., 2011)

Semi-Supervised Logistic Discrimination Via Graph-Based Regularization. - Shuichi Kawano; Toshihiro Misumi; Sadanori Konishi (Neural Process. Lett., 2012)

Tuning parameter selection in sparse regression modeling. - Kei Hirose; Shohei Tateishi; Sadanori Konishi (Comput. Stat. Data Anal., 2013)

Sparse kernel subspace method for classifying and representing patterns from data with complex structure. - Heewon Park; Sadanori Konishi (Commun. Stat. Simul. Comput., 2021)