Concepedia

Kouta Nakata

KN

5

Publications

144

Citations

5

H-Index

2016

Active since

Affiliations

Toshiba (Japan)(Current)

Kouta Nakata is an author at Toshiba (Japan) specializing in knowledge discovery, engineering, and data science.

Top concepts

EngineeringData ScienceMachine LearningKnowledge DiscoveryData MiningDeep LearningComputer SciencePattern RecognitionBig DataBusiness

Publications per year

2016–2021

5

Publications

5

A Comprehensive Big-Data-Based Monitoring System for Yield Enhancement in Semiconductor Manufacturing

Kouta Nakata, Ryohei Orihara, Yoshiaki Mizuoka et al. · IEEE Transactions on Semiconductor Manufacturing · 2017 · 75 citations

Engineering, Machine Learning, Business Intelligence +27

Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation

Yaling Tao, Kentaro Takagi, Kouta Nakata · arXiv (Cornell University) · 2021 · 36 citations · Full text

Instance-based Learning, Multiple Instance Learning, Image Analysis +14

A comprehensive “big-data-based” monitoring system for yield enhancement in semiconductor man ufacturing

Kouta Nakata, Ryohei Orihara, Yoshiaki Mizuoka et al. · 2016 · 12 citations

Engineering, Machine Learning, Industrial Engineering +22

RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets

Yaling Tao, Kentaro Takagi, Kouta Nakata · arXiv (Cornell University) · 2018 · 11 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Design Optimization of Multiple Stepped Oxide Field Plate Trench MOSFETs with Machine Learning for Ultralow On-resistance

Hiro Gangi, Yasunori Taguchi, Kouta Nakata et al. · 2021 · 10 citations

Rows per page

1–5 of 5