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Design and Media
YOU Mengbo Assistant Professor
Course
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Master's Program
Design and Media Technology
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Faculty
Creative Informatics
Degrees Obtained
- Doctorate (Engineering) ,Degree field: Engineering
Fields of Research
- Feature Selection
- Machine Learning
Profile
- D. in Design and Media Engineering, Graduate School of Engineering, Iwate University, March 2018
- Lecturer, Department of Computer Science, School of Information Engineering, Northwest University of Agriculture and Forestry Science and Technology May 1, 2018 - July 28, 2022
- Assistant Professor, Intelligence, Media and Information Sciences, Faculty of Science and Engineering, Iwate University Aug 1, 2022-Continued
Research Themes
Research on Feature Selection Method based on Optimization Model
With the advancement of data acquisition methods and equipment, the amount of acquired data has increased dramatically, and the importance of selecting the necessary information from a huge amount of high-dimensional data is increasing. We are conducting research to select the most important features and reduce data redundancy. We are also developing the feature selection method to improve the convergence speed and prediction accuracy of machine learning algorithms by constructing a mathematical model between feature values and objective variables.
Teaching Philosophy
My teaching philosophy is students will master well-balanced knowledge related to software and hardware necessary for information engineering, develop the cutting-edge technologies including artificial intelligence (AI) and IoT to play an active role in the global era with a broad scientific perspective.