9 citations · 18 across the 3 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2018★ 9 cited
Estimation of Dimensions Contributing to Detected Anomalies with Variational Autoencoders
Yasuhiro Ikeda, Kengo Tajiri, Yuusuke Nakano +2
Anomaly detection using dimensionality reduction has been an essential technique for monitoring multidimensional data. Although deep learning-based methods have been well studied f…
stat.ML2018★ 9 cited
Anomaly Detection and Interpretation using Multimodal Autoencoder and Sparse Optimization
Yasuhiro Ikeda, Keisuke Ishibashi, Yuusuke Nakano +2
Automated anomaly detection is essential for managing information and communications technology (ICT) systems to maintain reliable services with minimum burden on operators. For de…