Ryusei Shingaki

According to our database, Ryusei Shingaki authored at least 8 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

New Proportion Measures of Discrimination Based on Natural Direct and Indirect Effects.

Ryusei Shingaki, Manabu Kuroki

Proceedings of the Artificial Intelligence and Image Analysis, 2024

Learning Counterfactual Explanations with Intervals for Time-series Classification.

Akihiro Yamaguchi, Ken Ueno, Ryusei Shingaki, Hisashi Kashima

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Identification and Estimation of "Causes of Effects" using Covariate-Mediator Information.

Ryusei Shingaki, Manabu Kuroki

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information.

Ryusei Shingaki, Manabu Kuroki

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance.

Yuta Kawakami, Ryusei Shingaki, Manabu Kuroki

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information.

Ryusei Shingaki, Manabu Kuroki

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Forecasting of Reservoir Inflow by the Combination of Deep Learning and Conventional Machine Learning.

Topon Kumar Paul, Sreeharsha Raghavendra, Ken Ueno, Fang Ni, Hiromasa Shin, Kaneharu Nishino, Ryusei Shingaki

Proceedings of the 2021 International Conference on Data Mining, 2021

2015

A proposal for improvement of genotyping performance for ethnically homogeneous population using DNA microarray.

Arika Fukushima, Topon Kumar Paul, Ryusei Shingaki, Takashi Koiso, Shinya Umeno, Ken Ueno

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015