Kouta Nakata

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Multivariate Time Series

Learning From Imbalanced Data

Imbalanced Datasets

Top Venues

Publications

Toshiyuki Oshima, Kentaro Takagi, Kouta Nakata
Clustering-Friendly Representation Learning for Enhancing Salient Features. PAKDD (1) (2024)
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)