フォロー
Naoya Takeishi
Naoya Takeishi
UTokyo / RIKEN
確認したメール アドレス: g.ecc.u-tokyo.ac.jp - ホームページ
タイトル
引用先
引用先
Learning Koopman invariant subspaces for dynamic mode decomposition
N Takeishi, Y Kawahara, T Yairi
Advances in Neural Information Processing Systems 30, 1130-1140, 2017
3812017
A data-driven health monitoring method for satellite housekeeping data based on probabilistic clustering and dimensionality reduction
T Yairi, N Takeishi, T Oda, Y Nakajima, N Nishimura, N Takata
IEEE Transactions on Aerospace and Electronic Systems 53 (3), 1384-1401, 2017
1472017
Recent developments in aerial robotics: A survey and prototypes overview
CF Liew, D DeLatte, N Takeishi, T Yairi
preprint, 2017
842017
Subspace dynamic mode decomposition for stochastic Koopman analysis
N Takeishi, Y Kawahara, T Yairi
Physical Review E 96, 033310, 2017
782017
Bayesian dynamic mode decomposition
N Takeishi, Y Kawahara, Y Tabei, T Yairi
Proceedings of the 26th International Joint Conference on Artificial …, 2017
732017
Anomaly detection from multivariate time-series with sparse representation
N Takeishi, T Yairi
Proceedings of the 2014 IEEE International Conference on Systems, Man and …, 2014
412014
Physics-integrated variational autoencoders for robust and interpretable generative modeling
N Takeishi, A Kalousis
Advances in Neural Information Processing Systems 34, 14809-14821, 2021
392021
Shapley values of reconstruction errors of PCA for explaining anomaly detection
N Takeishi
Proceedings of 2019 International Conference on Data Mining Workshops, 739-798, 2019
372019
Data-driven spectral analysis for coordinative structures in periodic human locomotion
K Fujii, N Takeishi, B Kibushi, M Kouzaki, Y Kawahara
Scientific Reports 9, 16755, 2019
262019
Physically-interpretable classification of biological network dynamics for complex collective motions
K Fujii, N Takeishi, M Hojo, Y Inaba, Y Kawahara
Scientific Reports 10, 3005, 2020
252020
Evaluation of interest-region detectors and descriptors for automatic landmark tracking on asteroids
N Takeishi, A Tanimoto, T Yairi, Y Tsuda, F Terui, N Ogawa, Y Mimasu
Transactions of the Japan Society for Aeronautical and Space Sciences 58 (1 …, 2015
182015
Learning interaction rules from multi-animal trajectories via augmented behavioral models
K Fujii, N Takeishi, K Tsutsui, E Fujioka, N Nishiumi, R Tanaka, ...
Advances in Neural Information Processing Systems 34, 11108-11122, 2021
172021
Decentralized policy learning with partial observation and mechanical constraints for multi-person modeling
K Fujii, N Takeishi, Y Kawahara, K Takeda
Neural Networks 171, 40-52, 2024
15*2024
A characteristic function for Shapley-value-based attribution of anomaly scores
N Takeishi, Y Kawahara
Transactions on Machine Learning Research, 2023
15*2023
Learning dynamics models with stable invariant sets
N Takeishi, Y Kawahara
Proceedings of the 35th AAAI Conference on Artificial Intelligence, 9782-9790, 2021
152021
Sparse nonnegative dynamic mode decomposition
N Takeishi, Y Kawahara, T Yairi
Proceedings of the 2017 IEEE International Conference on Image Processing …, 2017
152017
Estimating counterfactual treatment outcomes over time in complex multi-vehicle simulation
K Fujii, K Takeuchi, A Kuribayashi, N Takeishi, Y Kawahara, K Takeda
Proceedings of the 30th ACM SIGSPATIAL International Conference on Advances …, 2022
13*2022
Dynamic and static topic model for analyzing time-series document collections
R Hida, N Takeishi, T Yairi, K Hori
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
132018
Simultaneous estimation of shape and motion of an asteroid for automatic navigation
N Takeishi, T Yairi, Y Tsuda, F Terui, N Ogawa, Y Mimasu
Proceedings of the 2015 IEEE International Conference on Robotics and …, 2015
132015
Asteroid flyby cycler trajectory design using deep neural networks
N Ozaki, K Yanagida, T Chikazawa, N Pushparaj, N Takeishi, R Hyodo
Journal of Guidance, Control, and Dynamics 45 (8), 1496-1511, 2022
102022
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