Featured Publications
A spatio-temporal anomaly detection system to support understanding of abnormal phenomena in automated manufacturing lines
Okazaki, S., Kaminishi, K., Wang, Y., Fujiu, T., Nakata, Y., Hamamoto, S., ... & Ota, J.
A concise prototype entry describing how small teams can structure writing, data, and publication artifacts so the work remains easy to maintain over time.
Machine Learning Approach to Redefining Risk in Railway Drainage Systems
Okazaki, S., Herrera, M., Sasidharan, M., McNaughton, J., Raja, J., & Parlikad, A. K.
An implementation-oriented example of using local files as the primary source of truth, with backend integration deferred until it is genuinely needed.
FBS model-based maintenance record accumulation for failure-cause inference in manufacturing systems
Fujiu, T., Okazaki, S., Kaminishi, K., Nakata, Y., Hamamoto, S., Yokose, K., ... & Ota, J.
An implementation-oriented example of using local files as the primary source of truth, with backend integration deferred until it is genuinely needed.
Railway track performance prediction considering track-drainage interdependencies
Pan, N., Sasidharan, M., Okazaki, S., Herrera, M., & Parlikad, A. K.
A study note exploring minimal navigation, stable page structure, and content-first presentation for academic portfolio sites.
Fault Cause Identification across Manufacturing Lines through Ontology-Guided and Process-Aware FMEA Graph Learning with LLMs
Okazaki, S., Kaminishi, K., Fujiu, T., Wang, Y., & Ota, J.
A study note exploring minimal navigation, stable page structure, and content-first presentation for academic portfolio sites.