Kouta Nakata

According to our database, Kouta Nakata authored at least 7 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Deep Distance Measurement Method for Unsupervised Multivariate Time Series Similarity Retrieval.

Susumu Naito, Kouta Nakata, Yasunori Taguchi

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Clustering-Friendly Representation Learning for Enhancing Salient Features.

Toshiyuki Oshima, Kentaro Takagi, Kouta Nakata

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

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

Proceedings of the 2021 International Conference on Data Mining, 2021

Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation.

Yaling Tao, Kentaro Takagi, Kouta Nakata

Proceedings of the 9th International Conference on Learning Representations, 2021

2018

RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets.

Yaling Tao, Kentaro Takagi, Kouta Nakata

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

Company Relation Extraction from Web News Articles for Analyzing Industry Structure.

Ayana Yamamoto, Yuichi Miyamura, Kouta Nakata, Masayuki Okamoto

Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

2008

Classification Method Utilizing Reliably Labeled Data.

Kouta Nakata, Shigeaki Sakurai, Ryohei Orihara

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008