Ryusei Shingaki

12 papers A* 3A 2B 1C 1Misc 1Journal 1Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis.
IJCNN
Hiroshi Yokoyama, Ryusei Shingaki, Kaneharu Nishino, Shohei Shimizu, Thong Pham
2025 — conf
Low Visibility Forecasting Using Numerical Weather Prediction Data.
ECML/PKDD (10)
Topon Kumar Paul, Vidhisha Reddy, Sai Prem Kumar Ayyagari, Ryusei Shingaki, Kaneharu Nishino, Yoshiaki Shiga
2024 J jnl
Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis.
CoRR
Hiroshi Yokoyama, Ryusei Shingaki, Kaneharu Nishino, Shohei Shimizu, Thong Pham
2024 C conf
Forecasting of Low Visibility Using Weather and Air Quality Data for Safe and Smooth Transportation Operation.
ICMLA
Topon Kumar Paul, Vidhisha Reddy, Sai Prem Kumar Ayyagari, Ryusei Shingaki, Kaneharu Nishino
2024 A conf
Identification and Estimation of "Causes of Effects" using Covariate-Mediator Information.
AISTATS
Ryusei Shingaki, Manabu Kuroki
2024 A conf
Learning Counterfactual Explanations with Intervals for Time-series Classification.
CIKM
Akihiro Yamaguchi, Ken Ueno, Ryusei Shingaki, Hisashi Kashima
2024 Misc conf
New Proportion Measures of Discrimination Based on Natural Direct and Indirect Effects.
ISAIM
Ryusei Shingaki, Manabu Kuroki
2023 A* conf
Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance.
AAAI
Yuta Kawakami, Ryusei Shingaki, Manabu Kuroki
2023 A* conf
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information.
AAAI
Ryusei Shingaki, Manabu Kuroki
2021 — conf
Forecasting of Reservoir Inflow by the Combination of Deep Learning and Conventional Machine Learning.
ICDM (Workshops)
Topon Kumar Paul, Sreeharsha Raghavendra, Ken Ueno, Fang Ni, Hiromasa Shin, Kaneharu Nishino, Ryusei Shingaki
2021 A* conf
Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information.
NeurIPS
Ryusei Shingaki, Manabu Kuroki
2015 — conf
A proposal for improvement of genotyping performance for ethnically homogeneous population using DNA microarray.
EMBC
Arika Fukushima, Topon Kumar Paul, Ryusei Shingaki, Takashi Koiso, Shinya Umeno, Ken Ueno