ISDA
Lab
Intelligent System Design & Application
SELECTED PUBLICATIONS
1. Gi. J. Jeon and Insoo Lee, “Neural network adaptive control with fast learning algorithm”, Proc. 3rd Int. Conf. Fuzzy Logic, Neural Nets and Soft Computing, pp. 135-136, 1994. 8 (Iizuka, Japan)
2. Gi. J. Jeon and Insoo Lee, “Neural network indirect adaptive control with fast learning algorithm”, Neurocomputing, vol. 13, pp. 185-199, 1996.
3. In Soo Lee, Pil Jae Shin, Gi Joon Geon, "Diagnosis of a linear system using ART2 neural networks", Journal of Control, Automation and System Engineering, vol. 3, no. 3, pp. 244-251, 1997.
4. In Soo Lee, Gi Joon Geon, “Model-Based Fault Detection and Isolation of a Linear System”, The Institute of Electronics Engineers of Korea(IEEK), vol. 35-S, no. 1, pp. 68-79, 1998.
5. In Soo Lee, Ji Soo Lee, “A Study on Fault Diagnosis Strategy of a System”, Journal of the Korea Society of Maintenance Engineers, vol. 3, no. 1, pp. 57-79, 1998.
6. In Soo Lee, “Fault Diagnosis of Linear Systems Based on Parameter Estimation and Statistical Method”, Proceedings of IEEK Summer Conference, pp. 769-772, 1999. 6. 26.
7. In Soo Lee, Duck Hyung Lee, Hyun-Cheol Lee, Sang Jin Park, Hong-Chul Ko, Jae-Hoon Lee and Euy Soo Lee, “Neural network-based feed identification in crude distillation unit”, Proceedings of Korea Automatic Control Conference, vol. B, pp. 249-252, 1999.
8. Byung Seok Soh, In Soo Lee, Gi Joon Jeon, “Fault detection of nonlinear systems based on dynamic thereshold using neural network”, Proceedings of Korea Automatic Control Conference, vol. C, pp. 144-147, 1999.
9. Byung Seok Soh, In Soo Lee, Gi Joon Jeon, “Fault diagnosis of ninlinear systems based on dynamic threshold using neural network”, Journal of Control, Automation and System Engineering, vol. 6, no. 11, pp. 967-972, 2000.
10. In Soo Lee, Hyun Choel Lee, Euy Soo Lee, Sang Jin Park, “A study on a neural network-based feed identification method in crude distillation unit”, Journal of Fuzzy Logic and Intelligent Systems, vol. 10, no. 5, pp. 449-458, 2000
11. Doug Hyung Lee, Kyung Churl Bae, Euy Soo Lee, In Soo Lee and Sang Jin Park,"Predictions of products and feeds from operating conditions of crude fractionator", IFAC Symposium on Dynamics and Control of Process Systems(DYCOPS6), pp. 644-649, 2001. 6 (Jeju, Korea)
12. In Soo Lee, Doug Hyung Lee, Euy Soo Lee and Sang Jin Park, "Neural network-based software sensor for feed identification in crude distillation unit", IFAC Workshop on On-Line Fault Detection & Supervision in the Chemical Process Industries(CHEMFAS-4), pp. 328-333, 2001. 6. (Jeju, Korea)
13. In Soo Lee, “Fault Diagnosis of the Nonlinear systems Using Neural Network-Based Multi-Fault Models”, Proceedings of IEEK Summer Conference, pp. 115-118, 2001.6.
14. I.S. Lee, W.C. Cho, K.Y. Kim, K.T. Kim, J.T. Kim, Y.J. Lee, "Model-based Fault Diagnosis Methodology Using Neural Network and Its Application", Proceedings of Korea Automatic Control Conference, pp. 2754-2757, 2001, 10
15. B.S. Kim, I.S. Lee, D.Y. Kim, J.W. Lee, Y.J. Lee and K.Y. Kim, "Fault Detection and Diagonosis of Dynamic Systems with Sequentially Correlated Measurement Noise", ICCAS 2001(The 2001 International Conference on Control, Automation and Systems), pp. 1157-1160, 2001. 10.
16. Jun Oh Jang, Hee Tae Chung and In Soo Lee, "Backlash compensation of discrete time systems using fuzzy logic", 40th IEEE Conference on Decision and Control(2001 CDC), pp.3956-3961, 2001. 12 (Orland, U.S.A)
17. I.S. Lee, “Fault Detection and Isolation of the Nonlinear systems Using Neural Network-Based Multi-Fault Models”, The Institute of Electronics Engineers of Korea(IEEK), vol. 39-S, no. 1, pp.42-50, 2002.
18. I.S. Lee, J. T. Kim, J. W. Lee, D. Y. Lee, Y. J. Lee, and K. Y. Kim, "Model-based Fault Detection and Isolation Method Using ART2 Neural Network", MIC 2002(21st IASTED International Conference Modelling, Identification and Control), pp.186-191, 2002. 2 (Innsbruck, Austria)
19. B.S. KIM, I.S. LEE, D.Y. LEE, J.T. KIM, J.C. PARK, J.W. LEE, Y.J. LEE, and K.Y. KIM, "Fault detection and diagnosis of dynamic systems with colored measurement noise", MIC 2002(21st IASTED International Conference Modelling, Identification and Control), pp.198-203, 2002. 2 (Innsbruck, Austria)
20. Jun Oh Jang, Pyeong Gi Lee, Hee Tae Chung and In Soo Lee, "Backlash Compensation Of Nonlinear Systems Using Fuzzy Logic", 15th IFAC World Congress on Automatic Control, pp.151-156, 2002. 7 (Barcelona, Spain)
21. Kim Bong Seok, Kang Sook In, Lee Yoon Joon, Kim Kyung Youn, Lee In Soo, Kim Jung Taek and Lee Jung Woon, “Detection and Diagnosis of Sensor Faults for Unknown Sensor Bias in PWR Steam Generator”, ICCAS 2002(The 2002 International Conference on Control, Automation and Systems), pp.1492-1496, 2002. 10 (Muju, Korea)
22. Kyung Youn Kim, Bong Seok Kim, Sook In Kang, In Soo Lee, Jung Taek Kim, Jung Woon Lee and Yoon Joon Lee, "Sensor Bias Estimation in PWR Steam Generator Using Adaptive Estimator", ISOFIC 2002(International Symposium On Future Instrumentation and Control for NPP), pp.207-212, 2002. 11 (Seoul, Korea)
23. Won Chul Cho, In Soo Lee and KyungYoun Kim"Design weighting parameter tuning of multivariable self-tuning controllers", International Journal of the Computers and Electrical Engineering, vol. 28, no. 6 pp. 465-480, 2002. 11.
24. In Soo Lee, Won Chul Cho, “Neural Networks-based Statistical Approach for Fault Diagnosis in Nonlinear Systems”, Journal of Fuzzy Logic and Intelligent Systems, vol. 12, no. 6, pp. 503-510, 2002. 11.
25. I. S. Lee, J. T. Kim, J. W. Lee, Y. J. Lee, and K. Y. Kim, "Neural Networks-Based Fault Detection and Isolation of Nonlinear Systems", NCI 2003(IASTED International Conference on Neural Networks and Computational Intelligence), pp.142-147, 2003. 5 (Cancun, Mexico)
26. Won Chul Cho, In Soo Lee, "Design of a direct self-tuning controller using neural network", The Institute of Electronics Engineers of Korea(IEEK), vol. 40-SC, no. 7, pp. 40-50, 2003.
27. Kim Bong Seok, Lee In Soo, Lee Yoon Joon, Kim Kyung Youn, "Fault Detection and Diagnosis of the Deaerator System in Nuclear Power Plants", Journal of IKEEE, vol. 7, no. 1, pp. 107-118, 2003. 7.
28. I. S. Lee, J. T. Kim, J. W. Lee, D. Y. Lee, and K. Y. Kim, "Model-based Fault Detection and Isolation Method Using ART2 Neural Network", International Journal of Intelligent Systems, vol. 18, no. 10, pp. 1087-1100, 2003
29. Cho Junghwan, Shim Changhyun, Lee Insoo, Lee Dukdong, Jeon Gijoon, “Embedded system for real time gas monitoring using an ART2 neural network”, ICCAS 2003(The 2003 International Conference on Control, Automation and Systems), pp. 479-482, 2003. 10 (Kyungju, Korea)
30. Lee Insoo, Cho Junghwan, Shim Changhyun, Lee Dukdong, Jeon Gijoon, “Neural Network-Based Sensor Fault Diagnosis in the Gas Monitoring System”, Journal of Fuzzy Logic and Intelligent Systems, vol. 14, no. 1, pp. 1-8, 2004. 2.
31. Won Chul Cho, In Soo Lee, "design of a direct multivariable neuro-generalised minimum variance self-tuning controller", The Institute of Electronics Engineers of Korea(IEEK), vol. 41-SC, no. 4, pp. 21-28 , 2004.
32. In-Soo Lee, Jung-Hwan Cho, Chang-Hyun Shim, Duk-Dong Lee, Gi-Joon Jeon, “ART2 Neural Network Applications for Diagnosis of Sensor Fault in the Indoor Gas”, ICCAS 2004(The 2004 International Conference on Control, Automation and Systems), pp. 1727-1731, 2004. 8 (Bangkok, Thailand)
33. In-Soo Lee, Du Hyoung Yu, “A Fault Diagnosis Based on Multilayer/ART2 Neural Networks”, Journal of Fuzzy Logic and Intelligent Systems, vol. 14, no. 7, pp. 487-492, 2004.
34. Jung Hwan Cho, Chang Hyun Shim, In Soo Lee, Gi Joon Jeon, “On-line monitoring of indoor environmental gases using ART2 neural networks and multi-sensor fusion”, ISSNIP 2004(The International Conference on Intelligent Sensors, Sensor Networks and Information Processing 2004), 2004 12. 14-17. (Melbourne, Australia)
35. In Soo Lee, Chul Jong Yoo, Kyung Youn Kim, " Fault Diagnosis for the Nuclear PWR Steam Generator Using Neural Network", Journal of Fuzzy Logic and Intelligent Systems, vol. 15, no. 6, pp. 673-681, 2005. 12
36. Lee, I.S. and Lee, G. “Fault Tolerant Control Using a Generalized ANFIS Structure And Evolutionary Tuning”,Submitted to the ISCA Int'l Conferece on Software Engineering and Data Engineering, pp. 199-204, Los Angeles, 2006. 7
37. Lee, I.S. and Lee, G. "Fault Detection and Isolation Using Artificial Neural Networks" Submitted to the ISCA Int'l Conferece on Computer Applications in Industry and Engineering, pp. 335-340, Las Vegas, 2006. 11
38. In Soo Lee and Gordon K. Lee. "Integration of Fault Detection, Isolation and Switching Control for Fault Tolerant Control of Nonlinear Systems", Journal of Korean Institute of Information Technology, vol. 5, no. 2, pp. 209-218, 2007. 6
39. In Soo Lee and Gordon K. Lee. "Fault Tolerant Control of Nonlinear Systems Based on Fault Diagnosis and Switching", IASTED CI 2007, pp. 98-103, Banff, Alberta, Canada, 2007. 7
40. In Soo Lee, “ANFIS-based Method for System identification and Fault Diagnosis”, CASS 2007, pp. 906-911, 2007. 6
41. In-Soo Lee, Chang-Hyun Shim, “Fault Diagnosis of Tin Oxide Gas Sensor Using Energy Barrier and ART-2 Neural Network”, ICREPQ 2008, Santander, Spain, 2008. 3
42. Won Chul Cho, In Soo Lee, Kyung Youn Kim and Pyeong Gi Lee, “A Neural Networks Based Direct Adaptive Controller for Multivariable System”, AutoSoft - Intelligent Automation and Soft Computing, vol. 14, no. 2, pp. 163-176, 2008.
43. In-Soo Lee, Chang-Hyun Shim, “Fault Diagnosis of Tin Oxide Gas Sensor Using Energy Barrier and ART-2 Neural Network”, Journal of Korean Institute of Information Technology, vol. 6, no. 3, pp.22-30, 2008.
44. Chang-Hyun Shim, Dukdong Lee, In-Soo Lee,“On-line Fault Diagnosis of Tin Oxide Gas Sensor Using Thermal Modulation”, IMCS 2008(International Meeting on Chemical Sensors), Columbus, Ohio, USA, 2008. 7
45. In Soo Lee, Jong Hunk Lee, Deuk won Nam, Joo Whan Kim, Dae Bym Lee, “Design of a mobile robot for sensing of the gas source location and illuminance”, CASS 2008, pp. 559-563, 2008. 10
46. In Soo Lee, Jong Hunk Lee, Chang Hyun Shim, “A design and implementation of a mobile robot system for sensing of the gas source location and illuminance”, Journal of Korean Institute of Information Technolog), Accepted for publication, 2008
47. Lee, I.S. and Lee, G. "Fault Diagnosis Using a Modified Armitage Method and Artificial Neural Networks", International Journal of Computers and Their Applications (IJCTA), vol. 16, no. 3, pp. 136-141, 2009
48. In Soo Lee, Chang-Hyun Shim, “Gas Classification and Fault Diagnosis of the Semiconductor Type Gas Sensor System”, Journal of Korean Institute of Information Technology, vol. 7, no. 2, pp. 48-57, 2009.
49. In Soo Lee, "Diagnostic system development for state monitoring of induction motor and oil level in press process system", Journal of Fuzzy Logic and Intelligent Systems, vol. 19, no. 5, 2009.
50. In Soo Lee, Soo-Young Ha, “Fault Detection and Isolation of Induction Motors Using Frequency Analysis and ART-2 Neural Network”, HCI International 2009, San Diego, USA, pp. 19-24, July 2009
51. In Soo Lee, “Gas Classification and Fault Diagnosis of the Gas Sensor in the Gas Monitoring System Using Neural Networks”, ICCAA-SICE 2009, pp. 5342-5346, Fukuoka, Japan, pp. 18-21, August 2009
52. In Soo Lee, Woo Jeong Kim and In Kyu Kang, “An implementation of an unmanned automation system for protection crops from hail”, Journal of Korean Institute of Information Technology, vol. 8, no. 7, pp. 7-14, 2010. 7
53. In Soo Lee, Sang Jin Lee and Young Wung Kim, “Fault Diagnosis Based on Discrete Wavelet Transform and ART2 Neural Network”, SICE 2010, pp. 3365-3370, Taipei, Taiwan, 3365-3370, August 2010
54. Sang Jin Lee, Young Wung Kim, Guk Hee Kim, In Soo Lee and Gi Joon Jeon, “Recovery of Micro Gas Sensor Array Response from Drift Effect by Means of DWT and Feature Extraction for Discriminating Gas Mixtures”, SICE 2010, pp. 2945-2948, Taipei, Taiwan, 3365-3370, August 2010
55. Yoon-Seok Nam, In Soo Lee, Hae-Moon Seo, “A Protocol Providing Compatibilities for Tire Pressure Monitoring System”, ICONI 2010, Philippines, pp. 549-550 December 2010
56. In Soo Lee, “Fault Diagnosis of Induction Motors Using Discrete Wavelet Transform and Artificial Neural Network”, HCI International 2011, Florida, USA, 9-14 July 2011
57. Young Wung Kim, Hong Bae Park, In Soo Lee and Jung Hwan Cho, "Portable electronic nose system for identification of synthesized gasoline using metal oxide gas sensor and pattern recognition", ISEON 2011, New York, USA
58. Young Wung Kim, Sang Jin Lee, Kyu Hyung and In Soo Lee, “An Implementation of a Wireless Gas Automatic Measurement and Identification System for Monitoring of Crop Growth Environment”, Journal of Korean Institute of Information Technology, vol. 9, no. 1, pp. 11-23, 2011. 1
59. Jung Hwan Cho, Young Wung Kim and In Soo Lee, “Portable electronic nose system for identification of synthesized gasoline using single semiconductor typed gas sensor and pattern recognition”, Journal of Korean Institute of Information Technology, vol. 9, no. 3, pp. 21-30, 2011.
60. In Soo Lee and Kyung Hwan Lee, “Development of high efficiency heater using carbon heating material”, Journal of Korean Institute of Information Technology, vol. 9, no. 6, pp. 33-37, 2011.
61. In Soo Lee, “Fault Diagnosis System Development of Induction Motors Using Discrete Wavelet Transform and Neural Network”, Journal of Korean Institute of Information Technology, vol. 9, no. 8, pp. 53-61, 2011.
62. In Soo Lee, Hae-Moon Seo and Yoon-Seok Nam “Fault diagnosis of nonlinear system based on discrete wavelet transform and neural networks”, Journal of Korean Institute of Information Technology, vol. 9, no. 10, pp. 1-7, 2011.
63. In Soo Lee, Young Wung Kim, “Analysis and compensation of sensor drift in the gas monitoring system”, Journal of Korean Institute of Information Technology, vol. 9, no. 11, pp. 9-15, 2011. 11
64. In Soo Lee, Jung Hwan Cho, Hae-Moon, Yoon-Seok Nam, “Decision tree approach for fault diagnosis of nonlinear systems”, AROB 2012, pp. 1195-1196, Beppu, Japan, January 19-21, 2012
65. In Soo Lee, Jung Hwan Cho, “Fault diagnosis of nonlinear systems based on decision tree approach and neural network”, Journal of Korean Institute of Information Technology, vol. 10, no. 5, pp. 41-48, 2012.
66. In Soo Lee, Jung Hwan Cho, Hae-Moon, Yoon-Seok Nam, “A study on a fault detection and isolation method of nonlinear systems using SVM and neural network”, Journal of Institute of Control, Robotics and Systems, vol. 18, no. 6, pp. 540-545, 2012
67. Kyung Whan Chun and In Soo Lee, "A Functional Minimum Method used for NEV Optimization", IJACT (International Journal of Advancements in Computing Technology, Scopus Journal), vol. 4, no. 20, pp. 275-284, 2012. 11. 15
68. Kyung-Han Chun, In-soo Lee,“Steering angle dependent collision avoidance fuzzy control for pedestrian protection ”, Journal of Korean Institute of Information Technology, vol. 10, no. 11, pp. 9-14, 2012.
69. In Soo Lee and Jung Hwan Cho, "Real-Time Fault Diagnosis for Tin Oxide Gas Sensors Using Thermal Modulation and an ART-2 Neural Network", Journal of Korean Institute of Information Technology, vol. 11, no. 2, 2013.
70. In-Soo Lee, Nyun-Su Kim, Hyun-Kil Cho, Yong-Jun Jon, Chang-Gil Kim and Hong-Bae Park, “An Implementation of a landfill-type ammonia gas measuring system in the greenhouse”, Journal of Korean Institute of Information Technology, vol. 11, no. 3, 2013.
71. In Soo Lee, "Fault Diagnosis of Linear Control Systems Based on the Discrete Wavelet Transform and an ART2 Neural Network", International Journal of Robotics and Automation Technology, vol. 1, no. 1, pp.11-18, 2014. 11
72. In-Soo Lee, Jung-Hwan Cho and Gordon K. Lee, “On the Selection of the Threshold Value for a Fault Diagnosis System Based on Decision Trees and A Neural Network”, ISCA International Conferece on Computers and Their Applications(CATA-2014), Las Vegas, 2014. 3. 24
73. Hyun-Kil Cho, In-Soo Lee“Implementation of an Energy Conservative Temperature and Humility Control System Using Carbon Heating Material in the Agro-livestock Field”, Journal of Advanced Information Technology and Convergence, vol. 4, no. 2, pp. 61-73, 2014. 12
74. Byeong-Hui Oh, Tae-Hoon Kim, In-Soo Lee, “Implementation of Safety Buoy System Using PIR Sensors”, Journal of Korean Institute of Information Technology, vol. 13, no. 4, pp. 9-15, 2015. 4