K Fukui, Y Okada, K Satoh, M Numao - Knowledge-Based Systems, 2019 - Elsevier
We propose a novel mining algorithm called cluster sequence mining (CSM) to extract cluster pairs with occurrence correlation from event sequence data. CSM extracts patterns …
Y Sakamoto, KI Fukui, J Gama… - … on Knowledge and …, 2015 - ieeexplore.ieee.org
We propose a concept drift detection method utilizing statistical change detection in which a drift detection method and the Page-Hinkley test are employed. Our method enables users …
H Wu, T Kato, M Numao, K Fukui - Health Information Science and …, 2017 - Springer
A good sleep is important for a healthy life. Recently, several consumer sleep devices have emerged on the market claiming that they can provide personal sleep monitoring; however …
H Wu, T Kato, T Yamada, M Numao, K Fukui - Artificial Intelligence in …, 2017 - Elsevier
We propose a method to discover sleep patterns via clustering of sound events recorded during sleep. The proposed method extends the conventional self-organizing map algorithm …
In this study, we research the mechanical correlations among components of solid oxide fuel cell (SOFC) by analyzing the co-occurrence of acoustic emission (AE) events which are …
The quality of a good sleep is important for a healthy life. Recently, several sleep analysis products have emerged on the market; however, many of them require additional hardware …
K Sato, J Tanaka, N Hayashi, KI Fukui… - ECS …, 2023 - iopscience.iop.org
SOFC effective area for power generation is reduced when delamination occurs. Hence, non- destructive evaluation methods for detecting delamination of SOFC are required. We …
We previously developed a technique by which to measure the mechanical damage of SOFC using the acoustic emission (AE) method. In the present paper, we applied an …
K Fukui, D Inaba, M Numao - Workshops at the Twenty-Eighth AAAI …, 2014 - cdn.aaai.org
We have proposed a novel data mining method called co-occurring cluster mining (CCM) for mining patterns from a sequence of multidimensional event data. The CCM first generates …