Classification Method Utilizing Reliably Labeled Data. - Kouta Nakata; Shigeaki Sakurai; Ryohei Orihara (KES (1), 2008)

Company Relation Extraction from Web News Articles for Analyzing Industry Structure. - Ayana Yamamoto; Yuichi Miyamura; Kouta Nakata; Masayuki Okamoto (ICSC, 2017)

RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets. - Yaling Tao; Kentaro Takagi; Kouta Nakata (ACML, 2018)

Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation. - Yaling Tao; Kentaro Takagi; Kouta Nakata (ICLR, 2021)

Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder. - Susumu Naito; Yasunori Taguchi; Kouta Nakata; Yuichi Kato (ICDM (Workshops), 2021)

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