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Kouta Nakata
Publication Activity (10 Years)
Years Active: 2008-2022
Publications (10 Years): 7
Top Topics
Multivariate Time Series
Imbalanced Datasets
Unsupervised Learning
Autoregressive
Top Venues
CoRR
ICSC
ACML
ICLR
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Publications
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Susumu Naito
,
Yasunori Taguchi
,
Kouta Nakata
,
Yuichi Kato
Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder.
CoRR
(2022)
Yaling Tao
,
Kentaro Takagi
,
Kouta Nakata
Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation.
ICLR
(2021)
Yaling Tao
,
Kentaro Takagi
,
Kouta Nakata
Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation.
CoRR
(2021)
Susumu Naito
,
Yasunori Taguchi
,
Kouta Nakata
,
Yuichi Kato
Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder.
ICDM (Workshops)
(2021)
Yaling Tao
,
Kentaro Takagi
,
Kouta Nakata
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets.
CoRR
(2018)
Yaling Tao
,
Kentaro Takagi
,
Kouta Nakata
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets.
ACML
(2018)
Ayana Yamamoto
,
Yuichi Miyamura
,
Kouta Nakata
,
Masayuki Okamoto
Company Relation Extraction from Web News Articles for Analyzing Industry Structure.
ICSC
(2017)
Kouta Nakata
,
Shigeaki Sakurai
,
Ryohei Orihara
Classification Method Utilizing Reliably Labeled Data.
KES (1)
(2008)