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SHIMIZU Shohei
SHIMIZU Shohei
The University of Osaka (Osaka University), Shiga University & RIKEN
Zweryfikowany adres z ds.sanken.osaka-u.ac.jp - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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A linear non-Gaussian acyclic model for causal discovery
S Shimizu, PO Hoyer, A Hyvärinen, A Kerminen
Journal of Machine Learning Research 7, 2003-2030, 2006
20732006
DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model
S Shimizu, T Inazumi, Y Sogawa, A Hyvarinen, Y Kawahara, T Washio, ...
Journal of Machine Learning Research 12, 1225-1248, 2011
6882011
Estimation of a structural vector autoregression model using non-Gaussianity
A Hyvärinen, K Zhang, S Shimizu, PO Hoyer
Journal of Machine Learning Research 11, 1709-1731, 2010
4912010
Siamese neural network based few-shot learning for anomaly detection in industrial cyber-physical systems
X Zhou, W Liang, S Shimizu, J Ma, Q Jin
IEEE Transactions on Industrial Informatics 17 (8), 5790-5798, 2020
3082020
Estimation of causal effects using linear non-Gaussian causal models with hidden variables
PO Hoyer, S Shimizu, AJ Kerminen, M Palviainen
International Journal of Approximate Reasoning 49 (2), 362-378, 2008
2712008
Intelligent small object detection for digital twin in smart manufacturing with industrial cyber-physical systems
X Zhou, X Xu, W Liang, Z Zeng, S Shimizu, LT Yang, Q Jin
IEEE Transactions on Industrial Informatics 18 (2), 1377-1386, 2021
2652021
Hierarchical adversarial attacks against graph-neural-network-based IoT network intrusion detection system
X Zhou, W Liang, W Li, K Yan, S Shimizu, I Kevin, K Wang
IEEE Internet of Things Journal 9 (12), 9310-9319, 2021
2532021
Privacy preservation in permissionless blockchain: A survey
L Peng, W Feng, Z Yan, Y Li, X Zhou, S Shimizu
Digital Communications and Networks 7 (3), 295-307, 2021
2112021
Hierarchical federated learning with social context clustering-based participant selection for internet of medical things applications
X Zhou, X Ye, I Kevin, K Wang, W Liang, NKC Nair, S Shimizu, Z Yan, ...
IEEE Transactions on Computational Social Systems 10 (4), 1742-1751, 2023
1552023
LiNGAM: Non-Gaussian methods for estimating causal structures
S Shimizu
Behaviormetrika 41 (1), 65-98, 2014
1442014
Multi-modality behavioral influence analysis for personalized recommendations in health social media environment
X Zhou, W Liang, I Kevin, K Wang, S Shimizu
IEEE Transactions on Computational Social Systems 6 (5), 888-897, 2019
1382019
Digital twin enhanced federated reinforcement learning with lightweight knowledge distillation in mobile networks
X Zhou, X Zheng, X Cui, J Shi, W Liang, Z Yan, LT Yang, S Shimizu, ...
IEEE Journal on Selected Areas in Communications 41 (10), 3191-3211, 2023
1192023
Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity
A Hyvärinen, S Shimizu, PO Hoyer
The 25th International Conference on Machine learning (ICML2008), 424-431, 2008
1052008
Causal discovery of linear acyclic models with arbitrary distributions
PO Hoyer, A Hyvärinen, R Scheines, P Spirtes, J Ramsey, G Lacerda, ...
The 24th Conference on Uncertainty in Artificial Intelligence (UAI2008), 2008
97*2008
Causal inference using nonnormality
Y Kano, S Shimizu
International Symposium on Science of Modeling, the 30th Anniversary of the …, 2003
962003
Cause-effect inference by comparing regression errors
P Blöbaum, D Janzing, T Washio, S Shimizu, B Schölkopf
International Conference on Artificial Intelligence and Statistics …, 2018
952018
Use of non-normality in structural equation modeling: Application to direction of causation
S Shimizu, Y Kano
Journal of Statistical Planning and Inference 138 (11), 3483-3491, 2008
922008
ParceLiNGAM: A causal ordering method robust against latent confounders
T Tashiro, S Shimizu, A Hyvarinen, T Washio
Neural Computation 26 (1), 57-83, 2014
882014
B4SDC: A blockchain system for security data collection in MANETs
G Liu, H Dong, Z Yan, X Zhou, S Shimizu
IEEE transactions on big data 8 (3), 739-752, 2020
852020
Causal-learn: Causal discovery in python
Y Zheng, B Huang, W Chen, J Ramsey, M Gong, R Cai, S Shimizu, ...
Journal of Machine Learning Research 25 (60), 1-8, 2024
832024
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