Sanghyuk Lee

Professor

Email:

l.sanghyuk@newuu.uz

Office number:

Reception days:

Academic Qualifications

● PhD, Electrical Engineering, Seoul National University, Republic of Korea, 1998

● M.S, Electrical Engineering, Seoul National University, Republic of Korea, 1991

● B.S, Electrical Engineering, Chungbuk National University, Republic of Korea, 1988

● M.S, Mathematical Science, Chungnam National University, Republic of Korea, 2003

Employment Record

● Feb. 2023 - Present: Professor, School of Engineering, New Uzbekistan University, Uzbekistan

● Aug. 2011 – Feb. 2023: Senior Associate Professor, MEC at XJTLU, China

● Jan. 2019 – Dec. 2019: Visiting Scholar, Ton Duc Thang University, Vietnam

● Jan. 2016 – Dec. 2016: Adjunct Professor, Chiang Mai University, Thailand

● Sep. 2010 – Jul. 2011: Research Professor, Institute for Information and Electronic Institute, Inha University, Korea

● Apr. 2006 - Aug. 2010: Research Professor, School of Mechatronics, Changwon National University, Korea

● Jun. 2000 – Feb. 2006: Chaired Professor, Dept. of Electrical Engineering, Pusan National University, Korea

● Mar. 1999 – Feb. 2000: Lecturer, Dept. of Electronic Engineering, Woosong University, Korea

● Nov. 1996 – Feb. 1999: Researcher, Wireless Data Communication Institute, HOW Co. Ltd., Korea

Academic Activity

● General Chair, International Conference on Information, System, and Convergence Application, Tashkent, Uzbekistan, 3-6 July 2023

● General Chair, International Symposium on Innovation in Information Technology and Application Summer Conference, 1-4 Feb. 2023, Bangkok, Thailand

● General Chair, International Symposium on Innovation in Information Technology and Application Summer Conference, 10 -12 Feb. 2022, Jeju, Korea

● General Chair, International Symposium on Innovation in Information Technology and Application Summer Conference, 23 -25 Aug. 2021, Yeosu, Korea

● Vice President of Korea Convergence Society, 2012 – 2020

● Steering Committee Chair of International Conference on Information, System, and Convergence Application, 2012 - 2019

● Committee chairs and board member of many internation conference and academic society

● Senior Member of IEEE, Member of IET

I have majored automatic control which is closely related with mathematics, and now I am focussing on networked system analysis/control with IoT and application to smart grid. More explicitly, research interests include;

● Consensus on networked system. Based on Graph theory, networked system cooperative control, synchronization, and analysis and controller design are emphasizing now. The research provides foundation on smart grid, unmanned vehicle control, and automation as well. Methodology is considered with the help of observer based structure, deep learning and graph theoretic knowledge. Considered systems are integrated with the IoT sensors, and it constitutes control platform. And its effect is clear, for example in smart grid, it provides energy saving and control efficiency from energy generation and consumption viewpoints.

● Vague data processing. It is my continual study for the last 10 years. Specifically, it is applied to big data, social data and humanic data such as EEG, EMG signal. For the methodology, with interconnecting AI and granular computing (GrC), get the feature and information for the decision via data processing with GrC and deep learning. With the research, it is also possible to develop information analysis on Interdisciplinary study with business and economics.

● 2023- (In Uzbekistan): In NewUU, I have delivered 14 credits per semester. Modules are listed; Computer Architecture, Introductioin to Electronics
● 2011- 2020(In China): In XJTLU, I have delivered 10 credits per year. Modules are listed; Embedded Computer System, Electronic Circuit System and Design, Instrumentation and Control System, Digital Control and Automatic Control, Data Communication, Electronics for Instrumentation - (normally 40 - 120 students per modules)
● 1999- 2010(In Korea): I had delivered 3-4 modules per semester, and delivered modules are; Nonlinear Systems (Graduate program), Linear Control Systems (Graduate program), Electronic Circuits, Engineering Mathematics and other modules

2023 Journal Publication; 2023
1. Zhang, Haolan; Xue, Yun; Lu, Yifan; Lee, Sanghyuk, A Fusion Model: Towards a Virtual, Physical and Cognitive Integration and its Principles, IEEE Consumer Electronics Magazine, pp. 1-7, 1 August 2023 (Early access) (Q1, SCI IF. 4.135) , DOI: 10.1109/MCE.2023.3300488
2. Sanghyuk, Youpeng Yang, Analysis on the relation with similarity measure and hesitation for the intuitionistic fuzzy sets, Submitted to International Journal of Artificial Intelligence, Accepted. 18 August 2023 (Q2, SCOPUS)
2022

1. Sanghyuk Lee, Mihail Popescu and Eneko Osaba, Smart Processing for Systems under Uncertainty or Perturbation, Electronics, 2022, vol. 11, no. 5, 680, (SCIE, IF 2.397), 23 Feb. 2022. http://doi.org/10.3390/electronics11050680

2. Dharyll Prince M. Abellana, Robert R. Roxas, Demelo M. Lao, Paula E. Mayol and Sanghyuk Lee, Ensemble Feature Selection in Binary Machine Learning Classification: A Novel Application of the Evaluation based on Distance from Average Solution (EDAS) Method, September 2022, Mathematical Problems in Engineering 2022 (1):1-13. DOI: 10.1155/2022/4126536 (SCI, IF 1.43).

2021

1. Yang Y., Ding C., Lee S., Yu L. & Ma F., A Modified Teunter-Syntetos-Babai Method for Intermittent Demand Forecasting, Journal of Management Science and Engineering, vol.6, Issue 1, pp. 53-63, March 2021 https://doi.org/10.1016/j.jmse.2021.02.008

2. Long Zhao, Sanghyuk Lee and Seon-Phil Jeong, Design Tree Application to Classification Problems with Boosting Algorithm, Electronics, vol. 10, Issue 16, 2021. http://doi:10.3390/electronics10161903 (SCIE, IF 2.397)

3. Sanghyuk Lee, Mohamed Nayel, Van Huy Pham, Sang Bong Rhee, Algorithms and Devices for Smart Processing Technology for Energy Saving, Mathematical Problems in Engineering, Volume 2021, Article ID 9853615, 2 pages https://doi.org/10.1155/2021/9853615 2021 (SCIE, IF 1.305)

4. Jaehoon Cha, Moon Keun Kim, Sanghyuk Lee, Kyeong Soo Kim, Investigation of Applicability of Impact Factors to Predict Solar Irradiance: Comparative Analysis Using Machine Learning Algorithms, Applied Science, 2021, 11, 8533. https://doi.org/10.3390/app11188533. Sep. 14 2021. (SCIE, IF 2.679)

5. Xintao Huan, Kyeong Soo Kim, Sanghyuk Lee, Eng Gee Lim, and Alan Marshall, Improving Multi-Hop Time Synchronization Performance in Wireless Sensor Networks Based on Packet-Relaying Gateways with Per-Hop Delay Compensation, IEEE Transactions on Communications, Vol. 69, Issue 9, pp. 6093-6105, Sep. 2021 (SCI), http://doi:10.1109/TCOMM.2021.3092038

2020

1. Hao Lan Zhang, Sanghyuk Lee, Xingsen Li, Jing He, EEG Data Self-Adjusting Analysis Based on Optimized Sampling for Robot Control, Electronics 2020, Vol. 9, Issue 6, http://doi:10.3390/electronics9060925, June 2020, (SCIE, IF 2.412)

2. Jaehoon Cha, Kyeong Soo Kim, and Sanghyuk Lee, Hierarchical Auxiliary Learning, Machine Learning: Science and Technology. 1(4) https://doi.org/10.1088/2632-2153/aba7b3 (SCOPUS, ESCI) July 2020.

3. Ruiqin Fan, Xiaoyun Li, Sanghyuk Lee, Tongliang Li, Hao Lan Zhang, Smart Image Enhancement Using CLAHE Based on an F-Shift Transformation during Decompression, Elecronics 2020, vol. 9, issue 9, http://doi:10.3390/electronics9091374, August, 2020 (SCIE, IF 2.412)

2019

1. Eunmi Lee, Sanghyuk Lee, Kyeong Soo Kim, Van Huy Pham and Jinbae Sul, Analysis of Public Complaints to Identify Oriority Policy Area: Evidence from a Satellite City around Seoul, Sustainability, Vol. 11, Issue 21, Nov. 2019, http://doi:10.3390/su11216140 (SCIE, SSCI, IF 2.592)

2. Sanghyuk Lee, Jaehoon Cha, Moon Keun Kim, Kyeong Soo Kim, Van Huy Pham, Neural Network-Based Building Energy Consumption Prediction with Training Data Generation, Process, Vol. 7, Issue 10, October 2019 http://doi:10.3390/pr7100731 (SCIE, IF 1.963)

3. Kyeong Soo Kim, Sanghyuk Lee, Tiew On Ting, Xin-She Yang, Atomatic Scheduling of Appliance Energy Consumption in Residential Smart Grid, Energies, Vol. 12, Issue 19, September 2019 http://doi:10.3390/en12193666 (SCIE IF 2.676)

4. Xintao Huan, Kyeong Soo Kim, Sanghyuk Lee, Moon Keun Kim, Optimal Message Bundling with Delay and Synchronization Constraints in Wireless Sensor Networks, Sensors, Vol. 19, Issue 18, September 2019 http://doi:10.3390/s19184027 (SCIE, IF 3.031)

5. Moon Keun Kim, Jaehoon Cha, Eunmi Lee, Van Huy Pham, Sanghyuk Lee, Nipon Theera-Umpon, Simplified Neural Network Model Design with Sensitivity Analysis and Electricity Consumption Prediction in a Commercial Building, Energies 2019, Vol. 12, Issue 7, March 2019 doi:10.3390/en12071201 (SCIE IF 2.676)

6. Xintao Huan, Kyeong Soo Kim, Sanghyuk Lee, Eng Gee Lim, Alan Marshall, A Beaconless Asymmetric Energy-Efficient Time Synchronization Scheme for Resource-Constrained Multi-Hop Wireless Sensor Networks, IEEE Transactions on Communications, Vol. 68, Issue3, pp. 1716-1730, December 2019 10.1109/TCOMM.2019.2960344 (SCI, IF 5.69)

2018

1. PARK Keon-Woo, KIM Chul-Hwan, LEE Sang-Hyuk, RHEE Sang-Bong, New reclosing scheme of distribution system for utilization of BESS using wavelet transform, J. Cent. South Univ. January 2018 25: pp. 78−83 DOI: https://doi.org/10.1007/s11771-018-3718-7 (SCIE IF 0.973)

2. Nipon Theera-Umpon, Kun-Hee Han, Woo-Sik Bae, Sanghyuk Lee, Van Huy Pham, Verifying Secure Authentication Protocol for Communication between IoT-based Medical Devices, Journal of Universal Computer Science, vol. 24, no. 9, pp. 1258-1270, September 2018 (SCIE, IF 0.466)

3. Kyeong Soo Kim, Sanghyuk Lee, and Kaizhu Huang, A scalable deep neural network architecture for multi-building and multi-floor indoor localization based on Wi-Fi fingerprinting, Big Data Analytics , 2018 3:4 https://doi.org/10.1186/s41044-018-0031-2 Mar. 25, 2018 (SCOPUS)

4. Hongmei Wang, Chong Yao, Faguang Wang, Shiyin Li and Sanghyuk Lee, Multistandard receiver design for telemedicine monitoring system, Journal of Sensors, Volume 2018, Article ID 7501914, 8 pages https://doi.org/10.1155/2018/7501914 (SCI IF 1.704) April 2018.

5. Kyeong Soo Kim, Ruihao Wang, Zhenghang Zhong, Zikun Tan, Haowei Song, Jaehoon Cha & Sanghyuk Lee, Large-Scale Location-Aware Services in Access: Hierarchical Building/Floor Classification and Location Estimation Using Wi-Fi Fingerprinting Based on Deep Neural Networks, Fiber and Integrated Optics, Vol. 37, Issue 5, pp. 277-289, April 2018 https://doi.org/10.1080/01468030.2018.1467515 (SCIE)

2017

1. Sanghyuk Lee, Jaehoon Cha, Nipon Theera-Umpon, Kyeongsoo Kim, Analysis on Similarity Measure for Non-overlapped Data, Symmetry 2017, Vol. 9, Issue 5, doi:10.3390/sym9050068 - 9 May 2017, (SCIE IF 2.143)

2. Saeid Gholami Farkoush, Chang-Hwan Kim, Ho-Chul Jung, Sanghyuk Lee, Nipon Theera-Umpon, and Sang-Bong Rhee, Power Factor Improvement of Distribution System with EV Chargers based on SMC Method for SVC, Journal of Electrical Engineering and Technology, Vol. 12, No. 4, pp. 1340-1347, July 2017. (SCIE, IF 0.525)

3. Meijing Li, Xiuming yu, Keunho Ryu, Sanghyuk Lee, Nipon Theera-Umpon, Face recognition technology development with Gabor, PCA and SVM methodology under illumination normalization condition, Cluster Computing, March 2017, http://doi:10.1007/s10586-017-0806-7 (SCI IF 2.077)

4. Yu-Jia Zhai, Ding-Li Yu, Ke-Jun Qian, Sanghyuk Lee and Nipon Theera-Umpon, A Soft Sensor-Based Fault-Tolerant Control on the Air Fuel Ratio of Spark-Ignition Engines, Energies, January 2017, Vol. 10, Issue 1, http://doi:10.3390/en10010131 (SCIE IF 2.676)

5. Eng Gee Lim, Jingchen Wang, Gerry Juans, Zhao Wang, Mark Leach, Sanghyuk Lee, and Nipon Theera-Umpon, Design of Wearable Radio Frequency Identification Antenna, Wireless Personal Communications, Vol. 98, No. 4, pp. 3059-3070, December 2017. (SCIE, IF 0.951)

6. Eng Gee Lim, Jingchen Wang, Gerry Juans, Zhao Wang, Mark Leach, Sanghyuk Lee, and Nipon Theera-Umpon, Design of Wearable Radio Frequency Identification Antenna, Wireless Personal Communications, Vol. 98, No. 4, pp. 3059-3070, December 2017. (SCIE, IF 0.951)

2016

1. Hyeon-min Shim, Hongsub An, Sanghyuk Lee, Eung Hyuk Lee, Hong-ki Min and Sangmin Lee, EMG Pattern Classification by Split and Merge Deep Belief Network, Symmetry December 2016, Vol. 8, Issue 12, http://doi:10.3390/sym8120148 (SCIE IF 2.143)

2. Sang-Kyun Kim, Sang-Ick Kang, Young-Jin Park, Sanghyuk Lee and Sangmin Lee, Power Spectral Deviation-Based Voice Activity Detection Incorporating Teager Energy for Speech Enhancement, Symmetry, July 2016, Vol. 8, Issue 7, http://doi:10.3390/sym8070058 (SCIE IF 2.143)

3. Wang Jing-chen, Wang Zhao, Mark Leach, Lee Sanghyuk, Eng Gee Lim, Huang Yi, RF characteristics of wireless capsule endoscopy in human body, Journal of Central South University of Technology. Vol. 23, No.5, pp 1198-12-7, May 2016 (SCIE IF 0.973)

4. Sanghyuk Lee, Editorial: International Journal of Engineering and Future Technology, Issue No.1, Vol. 2, pp. 1-2, 2016.

5. Kyeongsoo Kim, Sanghyuk Lee, Enggee Lim, Energy-Efficient Time Synchronization Based on Asynchronous Source Clock Frequency Recovery and Reverse Two-Way Message Exchanges in Wireless Sensor Networks, IEEE Transactions on Communications, Vol. 65, No. 1, 347 – 359, November 2016. (SCI, IF 1.9079)

2015

1. WANG Hong-mei, KIM Jae-hyung, WANG Fa-guang, LEE Sang-hyuk, WANG Xue-song, The design of BPS digital frontend for SDR receiver, Journal of Central South University of Technology. Vol. 22, Issue 12, pp 4709 – 4716, December 2015 (SCIE IF 0.973)

2. ZHAI Yu-Jia, SUN Yan, QIAN Ke-Jun, LEE Sang-Hyuk, A Multi-Input and Multi-Output Design on Automotive Engine Management System, Journal of Central South University of Technology. Vol. 22, Issue 12, pp 4687-4692, 2015 (SCIE IF 0.973)

3. Xin-She Yang, Sanghyuk Lee, Sangmin Lee and Nipon Theera-Umpon, Information Analysis of High-Dimensional Data and Applications, Mathematical Problems in Engineering, Mathematical Problems in Engineering Volume 2015 (2015), Article ID 126740, 2 pages http://dx.doi.org/10.1155/2015/126740 (2012 SCI impact 0.762)

4. Si Chen and Sanghyuk Lee, Observer Design with Gershgorin Disc and Application to System with Unknown Input, M.S.R. Journal of Engineering and Technology Research, Vol. 3, No. 1, pp. 22-29, 2015.

5. Sanghyuk Lee, Entropy Analysis on Multiple Facts, M.S.R. Journal of Engineering and Technology Research, Vol. 2, No.2, pp. 25-26, 2015.

6. Siyang Zhou, Gunhee Han, Sanghyuk Lee, PID Autotuning methodology with heuristic approach, International Journal of Applied Engineering Research (SCOPUS), Vol. 10, No. 69, pp. 311-315, July, 2015.

7. Shuaihang Shen, Sanghyuk Lee, Sliding model control design on non-linear systems, International Journal of Applied Engineering Research (SCOPUS), Vol. 10, No. 69, pp. 316-321, July, 2015.

2014

1. Sanghyuk Lee, Wookje Park and Sikhang Jung, Fault Detection of Aircraft System with Random Forest algorithm and Similarity Measure, The Scientific World Journal, Issue, Computational Intelligence and Metaheuristic Algorithms with Applications, Vol. 2014, Article ID 727359, 7 pages, 2014. 7 (2011 SCI impact 1.73) http://dx.doi.org/10.1155/2014/727359

2. Sanghyuk Lee, Seungsoo Shin, Gait signal analysis with similarity measure, The Scientific World Journal, Issue, Computational Intelligence and Metaheuristic Algorithms with Applications, Vol. 2014, Article ID 136018, 8 pages, 2014. 7 (2011 SCI impact 1.73) http://dx.doi.org/10.1155/2014/136018

3. Sanghyuk Lee, Yan Sun, Yoonsu Jeong, Seungsoo Shin, Similarity measure design for high dimensional data, Journal of Central South University of Technology. Vol. 21, No. 9, pp. 3534-3539, 2014 (SCIE IF 0.973)

4. T.O. Ting, Su Fong Chien, Xin-She Yang, and Sanghyuk Lee, Analysis of QoS-Aware OFDMA System Considering Energy Efficiency, IET Communications, vol.8, issue 11, pp. 1947–1954, 2014 (SCI, IF 0.637)

Book Chapters:

2021

1. Youpeng Yang, Haolan Zhang, Sanghyuk Lee, EEG signal discrimination with permutation entropy, Workshop on Cutting Edge Technologies for Human-Computer Interaction (CET-HCI 2021), Lecture Notes in Computer Science, vol. 12960, pp. 519-528, Padova, Italy, September 17 2021. DOI:10.1007/978-3-030-86993-9_46 (SCOPUS, EI Comdex)

2020

1. Hao Lan Zhang, Sanghyuk Lee, and Jing He, An Optimized Self-Adjusting Model for EEG Data Analysis in Online Education Processes, International Conference on Brain Informatics 2020, Lecture Notes in Computer Science, vol. 12241, pp 338-348, Springer, 19. September 2020, DOI:10.1007/978-3-030-59277-6_31

2019

1. Haolan Zhang, Qixin Zhao, Sanghyuk Lee, and Margaret G. Dowens, EEG-based Driver Drowsiness Detection Using the Dynamic Time Dependency Method, Brain Informatics 2019, LNAI 11976, pp. 39–47, 2019. https://doi.org/10.1007/978-3-030-37078-7_5.

2008

1. Sang H. Lee, Hyunjeong Park and Wook Je Park, Similarity computation between fuzzy set and crisp set with similarity measure based on distance, Lecture Notes in Computer Science, Vol.4993, 644-649, 2008.01.

2. Sanghyuk Lee, Sangjin Kim and Dongyup Lee, Comparative Study with Fuzzy Entropy and Similarity Measure: one-to-one correspondence, Communications in Computer and Information Science, Vol. 15, 132-138, 2008.09.

3. Sanghyuk Lee, Sangjin Kim and Nam-Young Jang, Design of Fuzzy Entropy for Non-Convex Membership Function, Communications in Computer and Information Science, Vol. 15, 55-60, 2008.9.

2007

1. Wook Je Park, Sang H. Lee, Won Kyung Joo, and Jung Il Song, A Mixed Algorithm of PCA and LDA for Fault Diagnosis of Induction Motor, Lecture Notes in Computer Science 4682, pp. 934–942, 2007

2006

1. Sang-Hyuk Lee, Jang-Mok Kim and Young-Kiu Choi, Similarity measure construction using fuzzy entropy and distance measure, Lecture Notes in Artificial Intelligence, Vol. 4114, 952-958, 2006.8. (2007 SCI impact 0.402)

2. Sang-Hyuk Lee, Seong-Pyo Cheon, Yountae Kim, and Sungshin Kim, Fourier and Wavelet Transformations for the Fault Detection of Induction Motor with Stator Current, Lecture Notes in Computer Science 4114, pp. 557 – 569, 2006 (2007 SCI impact 0.402)

3. Sang-Hyuk Lee, Seong-Pyo Cheon, and Jinho Kim, Measure of Certainty with Fuzzy Entropy Function, Lecture Notes in Computer Science 4114, pp. 134 – 139, 2006 (2007 SCI impact 0.402)

2005

1. Hyeon Bae, Sungshin Kim, Yon Tae Kim, and Sang-Hyuk Lee, Application of Time-Series Data Mining for Fault Diagnosis of Induction Motors, Lecture Notes in Computer Science 3483, pp. 1085 – 1094, 2005(2007 SCI impact 0.402)

2. Sang-Hyuk Lee, Youn-Tae Kim, Seong-Pyo Cheon, and Sungshin Kim, Reliable Data Selection with Fuzzy Entropy, Lecture Notes in Computer Science 3613, pp. 203 – 212, 2005 (2007 SCI impact 0.402)

2023

1. YOUPENG YANG, KYEONGSOO KIM, SANGHYUK LEE, HAOLAN ZHANG, WITOLD PEDRYCZ, A NOVEL PREFERENCE SCALE OF INTUITIONISTIC FUZZY SETS BASED ON POINCAR ́E METRIC IN DECISION-MAKING PROBLEMS, submit to The 22nd International Conference on Machine Learning and Cybernetics (ICMLC), Adelaide, Australia, July 9 -11 2023.
2. Sanghyuk Lee, Youpeng Yang, Kyeong Soo Kim, Fei Ma, Multi-Criteria Decision Making with Preference Scale, The 4th International Conference on Applied Convergence Engineering (ICACE 2023), 14 – 16 August 2023, Ho Chi Minh, Vietnam.

2022

1. Zhongnan Liu, Sanghyuk Lee, Information Flow in Networked System with Leaderless Structure, International Symposium on Innovation in Information Technology and Application, Jeju Island, Korea. Feb 10-12, 2022.

2. Yeheng Ma, Sanghyuk Lee, Decision Tree Development with Hierarchical Structure and its Optimization: A solution to overfitting, International Symposium on Innovation in Information Technology and Application, Jeju Island, Korea. Feb 10-12, 2022.

3. Zhongnan Liu, Yongxu Sun, Sanghyuk Lee, Information Flow in Networked System with Leaderless Structure, 27th International Conference on Automation & Computing, University of the West of England, Bristol, UK, 1-3 Sep. 2022.

4. Youpeng Yang, Sanghyuk Lee, Haolan Zhang, Witold Pedrycz, Negative Hesitation Soft Fuzzy Sets and it Application on Decision Making Problems, The 21th International Conference on Machine Learning and Cybernetics, Toyama, Japan, 9-11 Sep. 2022.

2021

1. Liu, Benhao; Kim, Moon Keun; Zhang, Nan; Lee, Sanghyuk; Liu, Jiying, Prediction of Electricity Consumption of a HVAC System in a Multi-Complex Building Using Back Propagation and Radial Basis Function Neural Networks, Healthy Buildings Europe 2021, Oslo Norway, June 21-23 2021. (Best Paper Award)

2. Liye Jia, Yujia Zhai, Kejun Qian, Sanghyuk Lee, Ka Lok Man, Modeling of Mechatronic Systems with Multi-Axis, 2021 International Conference on Digital Contents: Smart Media, Art & Culture Technology, July 7- July 8, 2021, Jeju, Korea.

3. Sanghyuk Lee, Youpeng Yang, Mohamed Nayel, Yujia Zhai, Leader-Follower Irrigation System Management with Shapley Value, International Workshop on Automation, Control and Communication Engineering 2021, Proceedings of SPIE, Vol. 11929-3, Hohhot, China, August 7 -9 2021. (4 Oct 2021 Publish) https://doi.org/10.1117/12.2611006 (EI Comdex)

4. Zhongnan Liu, Fan Yang, Kaiwen Chen, Sanghyuk Lee, Information flow in networked system with leaderless structure, International symposium on Innovation in Information Technology and Applications, Yeosu, Korea, 23-25 Aug. 2021.

5. Sanghyuk Lee, Youpeng Yang, Mohamed Nayel, Changhyun Jun, Yujia Zhai, Design of Smart Grid and Irrigation: based on Information Sharing, International SoC Design Conference (ISOCC) 2021, Jeju, Korea October 6-9 2021.

2019

1. Sanghyuk Lee and Kyeong Soo Kim, Building energy consumption prediction: based on sensitivity analysis and ROC, the 7th international Symposium on Frontier Technology, 24-25 August, 2019, Patttaya, Thailand. (Best Paper Award)

2. Sanghyuk Lee, Jaehoon Cha, Kyeong Soo Kim, Data gathering and application to building energy optimization with sensitivity analysis for IoT applications, the 16the International SoC Design Conference (ISOCC), Jeju Island, Korea, 6-8 Oct. 2019

3. Jaehoon Cha, Kyeong Soo Kim, Haolan Zhang, Sanghyuk Lee, Analysis on EEG signal with Machine Learning, 2019 International conference on Image, Video Processing and Artificial Intelligence (IVPAI2019), Shanghai China, 24 Aug. 2019 https://doi.org/10.1117/12.2548313

2018

1. Jaehoon Cha, Sanghyuk Lee and Kyeong Soo Kim, Automatic Building and Floor Classification using Two Consecutive Multi-layer Perceptron, 18th International Conference on Control, Automation and Systems (ICCAS 2018), Oct. 17 – 20, 2018, Pyeong Chang, Korea.

2017

1. Kyeong Soo Kim, Ruihao Wang, Zhenghang Zhong, Zikun Tan, Haowei Song, Jaehoon Cha, and Sanghyuk Lee, "Large-scale location-aware services in access: Hierarchical building/floor classification and location estimation using Wi-Fi fingerprinting based on deep neural networks," Proc. of FOAN 2017, Munich, Germany Nov. 7, 2017.

2. Jaehoon Cha, Sanghyuk Lee, Kyeong Soo Kim and Witold Pedrycz, On the Design of Similarity Measures Based on Fuzzy Integral, Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, June 27-30, 2017, Otsu, Japan.

3. Yujia Zhai, Fei Xue, Sanghyuk Lee, Adaptive Model Predictive Control on Autonomous Robotic Mowers with SI Engines, International Symposium on Innovation in Information and Application, Jan 10-13 2017, Danang, Vietnam.

4. Jae-Hoon Cha, Sanghyuk Lee, Enggee Lim, Similarity Measures for Fuzzy Sets on the Fuzzy Measure, International Symposium on Innovation in Information and Application, Jan 10-13 2017, Danang, Vietnam.

Projects
1. Sanghyuk Lee, Conference Invitation with CeSGIC, 60,884 RMB, 2019, Coordinator
2. Sanghyuk Lee, Yeungnam University Winter School with CeSGIC, 46,979 RMB, 2019, Coordinator
3. Sanghyuk Lee, CeSGIC development program for fundamental research on Smart Grid, 170,028.96 RMB, 2016, PI.
4. Sanghyuk Lee, CeSGIC-YU training program for the EV, 73,081.3 RMB, 2017, PI.
5. Sanghyuk Lee, Gachon University, Korea, 31 million KRW, Smart Grid winter school, 22 Jan. 2016 – 27 Jan. 2016, PI.
6. Sanghyuk Lee, National Institute of Mathematical Sciences, 80 million KRW, Industrial Mathematics Ignition Program, 1 July 2015 – 30 June 2016: Co-PI.
7. Yuhui Shi, Sanghyuk Lee and Tiew O. Ting. NSFC, 780,000 RMB, Brain storm optimization algorithm and its applications to wireless sensor networks, 2013.01.01~2016.12.31: Co-PI.
8. Eng Gee Lim, Zhao Wang and Sangyuk Lee. Funded by Suzhou Science and Technology Bureau, RMB 120,000, Electromagnetic wave properties of wireless capsule antenna in the human digestion system, 2012.7-2014.6: Co-PI.
9. Sanghyuk Lee and Lee Sang Min. Ministry of Knowledge Economy, 240 million KRW, Development of the Intelligent Algorithm and Program for Hearing Improvement, 2011.10.01~2013.09.30: Co-PI.
10. Sanghyuk Lee and Lee Sang Min. National Research Foundation of Korea(NRF) funded by the Ministry of Education, Science and Technology, 5,465.4million KRW, Development of Convergence Technology for Green Biomimetic Implantable ICs and Ubiquitous Bio-information Processing Platform, 2010.0901~2019.04.30: Co-PI.
11. Sanghyuk Lee and Lee Sang Min. Seoul R&BD, 280 million KRW, Development of a Low Power Hearing Processor SoC for a Low-cost Standard Digital Hearing Aid, 2010.12.01~2014.11.30: Co-PI.
12. Sanghyuk Lee and Chongmin Yun. KISTI (Korea Institute of Science and Technology Information), 29 million KRW, A Basic Research on the Establishment of Legal System for the Management and Utilization of National Scientific Data, Consultant. 2012.03.01~2012.09.30.
13. Sanghyuk Lee. Development of Induction Motor Fault Detection using Stator Current, Funded by POSCON Co., 20 million KRW, 2003.4-10. Korea: PI.
14. Sanghyuk Lee, Sungshin Kim. Study on the Online Motor Fault Faults Detection Techniques usingArtificial Intelligence, Funded by Ministry of Commerce, Industry and Energy, 140 million KRW, 2004.4-2006.3. Korea, PI.
15. Sanghyuk Lee, Dongyean Jung. Effective Condenser Soldering System Development for Inverter of LCD panel, Funded by Changwon Cluster Development Agency, 2008.3-2009.3. Korea: PI

1. Best Paper Award, Healthy Buildings Europe 2021, Oslo Norway, June 21-23 2021

2. Best Paper Award, The 7th International Symposium on Frontier Technology (ISFT 2019), Pattata, Thailand, 25 Aug. 2019.

3. Plaque of Appreciation, International Symposium on Innovation in Information Technology and Application, Da Nang, Vietnam, 2017.

4. Plaque of Appreciation, International Symposium on Advanced Engineering, Busan, Korea, 2015.

5. Academic Grand Award, Qingdao, Korean Convergence Society, 2012.

6. Best Paper Award, International Conference on Convergence Technology, 2012.

7. Best Paper Award, Korean Institute of Intelligent Systems, 2007.

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