Concepedia

Naoya Takeishi

NT

18

Publications

769

Citations

13

H-Index

2014

Active since

Affiliations

The University of Tokyo(Current)

RIKEN Center for Advanced Intelligence Project

Japan Aerospace Exploration Agency

The University of Osaka

Osaka Research Institute of Industrial Science and Technology

Naoya Takeishi is an author at The University of Tokyo specializing in engineering, data science, and inverse problems.

Top concepts

EngineeringData ScienceInverse ProblemsStatisticsImage AnalysisField RoboticsComputer ScienceMachine LearningSignal ProcessingPattern Recognition

Publications per year

2014–2023

18

Publications

18

A Data-Driven Health Monitoring Method for Satellite Housekeeping Data Based on Probabilistic Clustering and Dimensionality Reduction

Takehisa Yairi, Naoya Takeishi, Tetsuo Oda et al. · IEEE Transactions on Aerospace and Electronic Systems · 2017 · 169 citations

Environmental Monitoring, Anomaly Detection, Machine Learning +22

Subspace dynamic mode decomposition for stochastic Koopman analysis

Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi · Physical review. E · 2017 · 95 citations · Full text

Numerical Analysis, Spectral Theory, State Estimation +13

Bayesian Dynamic Mode Decomposition

Naoya Takeishi, Yoshinobu Kawahara, Yasuo Tabei et al. · 2017 · 79 citations · Full text

Modal Analysis, Bayesian Statistic, Parameter Identification +14

Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition

Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi · arXiv (Cornell University) · 2017 · 78 citations · Full text

Spectral Theory, Nonlinear System Identification, Engineering +14

Sparse nonnegative dynamic mode decomposition

Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi · 2017 · 70 citations

Low-rank Approximation, Sparse Representation, Image Analysis +10

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