Faculty information (degree and performance)
Faculty details
YAMANE Satoshi
YAMANE Satoshi
- Affiliation
- Faculty of Data Science Department of Data Science
- Position
- Professor
- Position
Researcher Information
Specialized fields
Computer software, artificial intelligence, machine learning, basic theory of informatics
Courses in charge
Introduction of Informatics, algorithm theory, data handling, machine learning, information and occupation
Educational background
Graduated from Kyoto University in 1984.
Acquired degree
Ph.D. (Engineering) Information Engineering, Kyoto University
Affiliated Society
IEEE, Electronic Information and Communication Society, Information Processing Society
Research Keywords
Software verification, machine learning, time automaton, model inspection, time compatibility
Current research themes
1.Software verification
2.Machine learning
3.Embedded system design verification
Major Research Results and Activities
[Thesis]
1.Combined Constraint on Behavior Cloning and Discriminator in Offline Reinforcement Learning
Shunya Kidera, Kosuke Shintani, Toi Tsuneda, Satoshi Yamane
IEEE Access February 2024
2.Enhanced Full Attention Generative Adversarial Networks.
Kaixu Chen, Satoshi Yamane
IEICE Trans. Inf. Syst. 106(5) 813-817 May 2023
Other 130
[Academic Activities]
1.Vice Chairman of the Society of Electro-Information and Communication Engineers
2.2015 - 2016 Chair of System Mathematics and Applied Specialist
Results of commissioned projects for scientific research, etc.
1.Real-time software model inspection infrastructure study of embedded assembly programs with interrupts (C) 2021-04-01 – 2024-03-31 Representative:
Research representatives of six other issues, etc.
Others (lectures, appearances, committee members, etc.)
1.Invited lecture: 2017 IEEE 6th Global Conference on Consumer Electronics
Title Deductively verifying embedded software in the era of artificial intelligence = machine learning + software science
2.Tutorial Lecture: Embedded Systems Symposium 2007
Description and verification of real-time system
Other 5 academic lectures
Class seminar
My seminar
1.Research on artificial intelligence that promotes DX, especially machine learning.
2.Description of specifications of DX Process
We will conduct the theory and practice of DX using the theory of artificial intelligence and computer software.
Social Activities
Response to SDGs
Based on Japan's industrial analysis, we will discuss the development and development of industries, especially the role of technological innovation (innovation) in industrial development.