Science & Technology Brief

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• 2024, 「On-Device AI」

• 2023, 「SaaS(Software as a Service)」

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International Journal papers

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• Jinbae Kim and Hyunsoo Lee, “Cooperative Multi-agent Interaction and Evaluation Framework considering Competitive Networks with Dynamic Topology Changes”, Applied Sciences (SCIE), Vol. 10, No. 17, 2020,  pp. 1-16.

• Jinbae Kim and Hyunsoo Lee, “Adaptive Human-Machine Evaluation Framework using Stochastic Gradient Descent-based Reinforcement Learning for Dynamic Competing Network ”, Applied Sciences (SCIE), Vol. 10, No. 7, 2020, pp. 1-15.

• Jonggyu Sin, Jinbae Kim and Sangho Kim. "A Framework to Identify Critical Design Parameters for Enhancing User’s Satisfaction in Human-AI Interactions." Journal of Physics: Conference Series. Vol. 1284. No. 1. IOP Publishing, 2019.

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International proceedings

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• Jinbae Kim, “Cyber Physical System Model Implementation and Platform Construction Framework for Defense Industry(in the Missile Manufacturing Process) ”, INFORMS Annual Meeting (INFORMS 2019), 2019, Seattle Convention Center, Seattle, USA, October 20, 2019.

• Jinbae Kim, Eunseo Oh, Youngki Cho and Hyunsoo Lee, “Spatiotemporal Modeling and Prediction of Industrial Disaster using Gaussian Process Regression ”, International Conference on Fuzzy Theory and Its Applications (iFuzzy 2018), 2018, Daegu, Korea, November 16, 2018, pp. 286-289.

• Hyunsoo Lee, Jinbae Kim and Taesung Kim, “Optimality Analysis of Type II Fuzzy Number Embedded Nonlinear Function”, International Conference on Fuzzy Theory and Its Applications , Kaohsiung, Taiwan, November 26-28, 2014, pp. 243-248.

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Domestic Journal papers

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• Jinbae Kim, Sangho Kim and Hyunsoo Lee, “Pattern Recognition and Classifier Design of Bio-signals based Interface in Human-Artificial Intelligence Interaction (HAII) Framewrok for Real Time Evaluation of Emotions ”, Journal of Korean Institute of Intelligent Systems, Vol. 29, No. 3, 2019, pp. 242-249.

• Jinbae Kim, Taesung Kim and Hyunsoo Lee, “Strategic Pricing Framework for Closed-Loop Supply Chain with Remanufacturing Process using Nonlinear Fuzzy Function”, Journal of Society of Korea Industrial and Systems Engineering, Vol. 40, No. 4, 2017, pp. 29-37.

• Jinbae Kim and Hyunsoo Lee, “Framework and Development of Gaussian Kernel-based Nonlinear Support Vector Machine with Type II Fuzzy Number ”, Journal of Korean Institute of Intelligent Systems, Vol. 27, No. 5, 2017, pp. 373-381.

 

Domestic proceedings

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• Jinbae Kim and Hyunsoo Lee, “Deep Learning-based CPS for Precise Control of Smart Factory Process Intelligence Robots”, Proceedings of KIIS Spring Conference, Vol. 29, No. 1, pp. 138-139,  Chengjoo, April 27, 2019

• Jinbae Kim and Hyunsoo Lee, “Deep Learning-based CPS Implementation for Threshold Control Management of Semiconductor Chip Mounting Process”, Proceedings of KIIE Spring Conference, Vol. 1, No. 1, pp. 455-473,  Gwangjoo, April 11, 2019

• Jinbae Kim, Saleh Saker Abdulla Ali Saif and Hyunsoo Lee, “Pattern Recognition and Classifier Design of Bio-Signals collected in HAli”, Proceedings of KIIS Fall Conference, Vol. 28, No. 3, pp. 9-10,  Wonju, October 27, 2018

• Jinbae Kim, Andrade Garcia Diego Fernando, Taesung Kim and Hyunsoo Lee, “Stochastic Optimization Framework for Cyber Physical Production System ”, Proceedings of KIIE Spring Conference, pp. 1-24,  Kyungju, Korea, April 05, 2018

• Jinbae Kim and Hyunsoo Lee, “Framework and Development of Nonlinear SVM with Nonlinear Membership Function based Type II Fuzzy Set ”, Proceedings of KIIS Fall Conference, pp. 121-122, Jeonnam National University, Yeosu, Korea, November 25, 2017

• Jinbae Kim and Hyunsoo Lee, “Framework and Development of Gaussian Kernel based Nonlinear Support Vector Machine with Type II Fuzzy Number ”, Proceedings of KIIS Spring Conference, pp. 57-58, Jeju University, Jeju, Korea, April 15, 2017

• Jinbae Kim and Hyunsoo Lee, “ Framework and Analysis of Nonlinear Closed-loop SCM Incorporating Remanufacturing Process”, Proceedings of 2014 the Spring Conference on Korea Institute of Industrial Engineering, pp. 82-93, Busan, Korea, May 16, 2014. 

• Jinbae Kim and Hyunsoo Lee, “ Forecasting and Analysis of Supply Chain Demand Considering Multivariable Inference Parameters' Dependency Structure”, Proceedings of 2013 the Fall Conference on Korea Institute of Industrial Engineering, pp 211-222, Suwon, Korea, November 15, 2013. 

• Hyunsoo Lee, Jinbae Kim and Hongsuk Park, “ New Product Development and Evaluation using Design Compatibility Framework and Time Series Analysis”, Proceedings of 2013 the Ergonomics Society of Korea Conference, pp 1-6, Ulsan, Korea, May 23-24, 2013.