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Major research field
We focus on data science research for real-world service impacts.
Desired field of research
We focus on data science research for real-world service impacts.
Research Keywords and Topics
Knowledge Discovery, Data Science, Service Intelligence
Research Publications
MORE· Cho, H., Kim, K., Yoon, K., Chun, J., Kim, J., Lee, K., Lee, J. and Lim, C., "MMP Net: A Feed Forward Neural Network Model with Sequential Inputs to Represent Continuous Multistage Manufacturing Processes without Intermediate Outputs," IISE Transactions, 2023.
· Kim, Y., Lim, C., Lee, J., Kim, S., Kim, S. and Seo, D., "Chemistry-informed Machine Learning: Using Chemical Property Features to Improve the Performance of Gas Classification," Chemometrics and Intelligent Laboratory Systems, Vol. 237, 104808, 2023.
· Seo, H., Shin, J., Kim, K., Lim, C. and Bae, J., “Driving Risk Assessment using Nonnegative Matrix Factorization with Driving Behavior Records,” IEEE Transactions on Intelligent Transportation Systems, Vol. 23, No. 11, 20398-20412, 2022.