AI-based data analysis such as categoryical data analysis, large-scale data analysis, multivariate analysis, video data analysis, and human tracking
As part of this, we have a track record of management and financial data analysis.

Categoryical Data Analysis, Left Exercise, Statistical Modeling

1970: Department of Electrical Engineering, Faculty of Engineering, Osaka City University (now Osaka Public University)
1972: Graduate School of Engineering, Osaka City University (Master of Engineering, Department of Electrical Engineering) (now Osaka Public University)
1983: Graduate School of Engineering, Osaka Prefectural University (Master of Engineering, Department of Management Engineering) (currently Osaka Public University)

1983 Doctor of Engineering (Osaka Prefectural University): Fuzzy Multivariant Analysis and its Applications

Life Senior Member of the American Institute of Electrical and Electronics Engineers (IEEE)
Fellow, Honorary Member of the Japan Society of Intelligence Information Fazi
Fellow of the Society of Biomedical Fuzzy

●Model construction of multivariate analysis
●Development of FinTech technology through distributed analysis
●Build and optimize deep learning neural networks
●Image understanding
●DNA Computing (until 2016)
●Management Engineering
●Financial engineering

Image data understanding, optimization of deep learning, analysis of large-scale data, development of fintech technology

1972 - 1979: At FUJITSU Corporation, he is engaged in practical work related to computer-related fundamentals and applications in the Communications Machinery Division and the Disciple Division.
1984 - 1985: Engaged in research on artificial intelligence as a postdoc at Purdue University EE
1982 - 1990: Ryukoku University Graduate School of Business Administration, Lecturer and Associate Professor, Research on Management Decision Systems
1990 - 2003: Department of Management Engineering, Faculty of Engineering, Osaka Institute of Technology, Graduate School of Engineering, Conducted management decision-making and Fintech research
2003 - 2016: Graduate School of Science and Engineering, Waseda University, Graduate School of Information Production Systems, Lectures and Research in English, 25 PhDs, and more than 100 Masters.
From 2016 to 2020: He is a professor at the Department of Computer and Information Studies at Petronas Institute of Technology, Malaysia, and has trained five PhDs.
2024 - Today: Shimonoseki City University Faculty of Data Science

(1)Research member of the Ministry of Economy, Trade and Industry, "Realization of Comfortable Space by Sensibility Engineering"
(2)Grant-in-Aid for Scientific Research
(3)Kitakyushu City Grants 2003 to 2016
(4)Joint research with companies include FUJITSU, Sumitomo Metals, DENTSU, Nissan Finance, Konoike Gumi, Fuji Investment Advisors, Central Res. Inst. of Electric Power Industry, Murata, etc.
(5)Jury members of doctoral degrees in Australia, New Zealand, Czech Republic, Brazil, India, etc., and members of overseas research projects
(6)Public Funds in Malaysia (2019-2020)
https://nrid.nii.ac.jp/ja/nrid/1000010158610/

The majority
See below
http://wcicme.com/watada-scu/

Construction of data science methods and analysis of real data

For example, below, if you can try!
(1)Using and developing data analysis methods in R and Pytoson to analyze large-scale real data
(2)Challenge new methods of deep learning neural networks.
(3)Optimization of deep learning neural networks
(4)Analysis of Economic and Investment Data
(5)Understanding image data
Please talk about what you want to do.

[email protected]