Cash flow prediction of a bank deposit using scalable graph analysis and machine learning
- Ryo Kawahara
- Mikio Takeuchi
- 2021
- BigData Congress 2021
Bio
I joined IBM Research - Tokyo in 2007. My current research areas are software engineering and performance evaluation of embedded systems. My technical background is theoretical physics. I am a member of Information Processing Society of Japan, Japan Society for Software Science and Technology and the Physical Society of Japan.
- 2007 Researcher, IBM Research - Tokyo
- 2007 Ph. D in science from Kyushu University
- 2003 M.Sc in science from Kyushu University
- 2001 B.Sc in science from Kyushu University
Publications
Patents
Deferred Update Of Database Hashcode In Blockchain
- 18 Sep 2023
- CN
- ZL201780093711.X
Correlation-based Hash Tree Verification
- 31 Oct 2022
- US
- 11489663
Snapshot Restoration
- 04 Jul 2022
- US
- 11379316
Predicting Variables Where A Portion Are Input By A User And A Portion Are Predicted By A System
- 02 May 2022
- US
- 11321424
Deferred Update Of Database Hashcode In Blockchain
- 21 Mar 2022
- JP
- 7044447
Blockchain Endorsement Verification
- 21 Mar 2022
- US
- 11283673
Predicting Variables Where A Portion Are Input By A User And A Portion Are Predicted By A System
- 21 Mar 2022
- US
- 11281747
Estimation Model For Estimating An Attribute Of An Unknown Customer
- 03 May 2021
- US
- 10997612
Deferred Update Of Database Hashcode In Blockchain
- 28 Dec 2020
- US
- 10877962
Generating Apparatus, Generating Method, And Program
- 21 Nov 2018
- JP
- 6436440