One-Class Learning Time-Series Shapelets. - Akihiro Yamaguchi; Takeichiro Nishikawa (IEEE BigData, 2018)

HMLasso: Lasso for High Dimensional and Highly Missing Data. - Masaaki Takada; Hironori Fujisawa; Takeichiro Nishikawa (CoRR, 2018)

Maintenance Interval Adjustment by Applying the Bandit Algorithm. - Daiki Kiribuchi; Myungsook Ko; Takeichiro Nishikawa (ICIT, 2019)

HMLasso: Lasso with High Missing Rate. - Masaaki Takada; Hironori Fujisawa; Takeichiro Nishikawa (IJCAI, 2019)

dLSTM: a new approach for anomaly detection using deep learning with delayed prediction. - Shigeru Maya; Ken Ueno; Takeichiro Nishikawa (Int. J. Data Sci. Anal., 2019)

Segmentation of Multi-State Compound Waveform and Extraction of Features for Anomaly Detection. - Topon Kumar Paul; Takeichiro Nishikawa; Shigeru Maya; Akihiro Itakura; Toshihide Kawachi; Akira Ogawa; Hiroshi Yokota (ICMLA, 2020)

Modification of Bayesian Optimization for Efficient Calibration of Simulation Models. - Daiki Kiribuchi; Masashi Tomita; Takeichiro Nishikawa; Satoru Yokota; Ryota Narasaki; Soh Koike (WSC, 2020)