Software Log Anomaly Detection Through One Class Clustering of Transformer Encoder Representation. - Rin Hirakawa; Keitaro Tominaga; Yoshihisa Nakatoh (HCI (38), 2020)

Study on Automatic Defect Report Classification System with Self Attention Visualization. - Rin Hirakawa; Keitaro Tominaga; Yoshihisa Nakatoh (ICCE, 2020)

Study on Software Log Anomaly Detection System with Unsupervised Learning Algorithm. - Rin Hirakawa; Keitaro Tominaga; Yoshihisa Nakatoh (IHIET (Lausanne), 2020)

Anomaly detection on software log based on Temporal Memory. - Rin Hirakawa; Hironori Uchida; Asato Nakano; Keitaro Tominaga; Yoshihisa Nakatoh (Comput. Electr. Eng., 2021)

Log Parameter Anomaly Detection System: Evaluating Accuracy with Noisy Training Data. - Hironori Uchida; Keitaro Tominaga; Hideki Itai; Yujie Li; Yoshihisa Nakatoh (ICCE, 2025)