9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Deep Distance Measurement Method for Unsupervised Multivariate Time Series Similarity Retrieval
Susumu Naito, Kouta Nakata, Yasunori Taguchi
We propose the Deep Distance Measurement Method (DDMM) to improve retrieval accuracy in unsupervised multivariate time series similarity retrieval. DDMM enables learning of minute…
cs.LG2022★ 9 cited
Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder
Susumu Naito, Yasunori Taguchi, Kouta Nakata +1
This paper focuses on anomaly detection for multivariate time series data in large-scale fluid handling plants with dynamic components, such as power generation, water treatment, a…