| 주요논문 (최근 5년간) |
- <국외 전문 학술지>
→48→→SCI_E→ Witold Pedrycz, Ho-Sung Park, and Sung-Kwun Oh, "A granular-oriented development of functional radial basis function neural networks", Neurocomputing, 2007(submitted)
→47→→SCI→ Ho-Sung Park, Witold Pedrycz and Sung-Kwun Oh, "Self-Organizing Fuzzy Polynomial Neural Networks Based on Information Granulation and Genetic Optimization", IEEE Trans. on SMC-C, 2005 (submitted)
→46→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, and Seok-Beom Roh, "Hybrid Fuzzy Set-based Polynomial Neural Networks and Their Development with the Aid of Genetic Optimization and Information Granulation", Applied Soft Computing, Sept. 10, 2006. (submitted)
→45→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, and Keon-Jun Park, "Structural Developments of Fuzzy Systems with the Aid of Information Granulation", Simulation Modelling Practice and Theory, Oct. 7, 2006. (submitted).
→44→→SCI_E→ Keon-Jun Park, Witold Pedrycz, and Sung-Kwun Oh, "A Genetic Approach to System Identification Based on Information Granulation and Successive Generation-based Evolution Method", Simulation Modelling Practice and Theory, Mar. 3, 2007. (submitted).
→43→→SCI→ Jeoung-Nae Choi, Sung-Kwun Oh, and Witold Pedrycz, "Identification of Fuzzy Models Using a Successive Tuning Method with a Variant Identification Ratio", Fuzzy Sets and Systems, Mar. 12, 2007 (submitted)
→42→→SCI→ Jeoung-Nae Choi, Sung-Kwun Oh, and Witold Pedrycz, "Information Granulation-based Genetically Optimized Fuzzy Inference Systems Realized by Means of Successive Tuning Method Driven to Parallel Genetic Algorithms ", IEEE SMC-B, Apr. 12, 2007 (submitted)
→41→→SCI→ Seok-Beom Roh, Witold Pedrycz, and Sung-Kwun Oh, "Genetic Optimization of Fuzzy Polynomial Neural Networks", IEEE Trans. on Industrial Electronics, Vol. 54, No.3, Jun. 2007 (in press)
→40→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh, and Tae-Chon Ahn, "IG-based Genetically Optimized Fuzzy Polynomial Neural Networks with Fuzzy Set-based Polynomial Neurons", Neurocomputing , 2007 (in press)
→39→→SCI→ S.-K. Oh, W. Pedrycz and H.-S. Park, "Fuzzy Relation-based Neural-Networks and Their Hybrid Identification", IEEE Trans. on Instrumentation and Measurement, 2007 (in press)
→38→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, and Keon-Jun Park, "Identification of Fuzzy Systems by Means of Genetic Optimization and Data Granulation", Journal of Intelligent and Fuzzy Systems, Vol. 18, No. 1, pp. 31-41, Feb. 2007.
→37→→SCI_E→ Ho-Sung Park, Witold Pedrycz and Sung-Kwun Oh, "Evolutionary Design of Hybrid Self-Organizing Fuzzy Polynomial Neural Networks with the Aid of Information Granulation", Expert Systems With Applications(ESWA), Vol. 33, No. 4, pp.830-846, Nov. 2007.
→36→→SCI→ Sung-Kwun Oh, Witold Pedrycz, and Seok-Beom Roh, "Genetically Optimized Fuzzy Polynomial Neural Networks with Fuzzy Set-based Polynomial Neurons", Information Sciences, Vol. 176, Issue 23, pp. 3490-3519, Dec. 4, 2006
→35→ Sung-Kwun Oh, Witold Pedrycz, and Ho-Sung Park, "Genetically Optimized Multi-layer Fuzzy Polynomial Neural Networks: Analysis and Design", Journal of Advanced Computational Intelligence & Intelligent Informatics, Vol. 10, No. 1, pp.35-49, Jan. 2006
→34→→SCI_E→ Sung-Kwun Oh and Witold Pedrycz, "Multi-layer Self-Organizing Polynomial Neural Networks and Their Development with the Use of Genetic Algorithms", Journal of The Franklin Institute, Vol. 343, No. 2, pp. 125-136, Mar. 2006
→33→→SCI→ Sung-Kwun Oh, Witold Pedrycz and Ho-Sung Park, "Genetically Optimized Fuzzy Polynomial Neural Networks", IEEE Trans. on Fuzzy Systems(TFS), Vol. 14, No. 1, pp. 125-144, Feb. 2006
→32→→SCI→ Sung-Kwun Oh, Witold Pedrycz and Byoung-Jun Park, "Multi-layer Hybrid Fuzzy Neural Networks: Synthesis via Technologies of Advanced Computational Intelligence", IEEE Trans. on Circuits & Systems-I(TCAS-I), Vol. 53, No. 3, pp. 688-703, Mar. 2006
→31→→SCI_E→ Sung-Kwun Oh and Witold Pedrycz, "Genetic Optimization-Driven Multi-layer Hybrid Fuzzy Neural Networks", Simulation Modeling Practice and Theory, Vol. 14, No. 5, pp. 597-613, July 2006
→30→→SCI→ Sung-Kwun Oh, Witold Pedrycz, and Ho-Sung Park, "A New Approach to the Development of Genetically Optimized Multi-layer Fuzzy Polynomial Neural Networks", IEEE Trans. on Industrial Electronics, Vol. 53, No. 4, pp. 1309-1321, Aug. 2006
→29→→SCI_E→ Byoung-Jun Park, Witold Pedrycz, and Sung-Kwun Oh, "Fuzzy Polynomial Neurons as Neurofuzzy Processing Units", Neural Computing & Applications, Vol. 15, No. 3-4, pp.310-327, Jun. 2006.
→28→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "The Design of Self-organizing Neural Networks", International Journal of Approximate Reasoning, Vol. 43, No. 1, pp. 26-58, Sept. 2006
→27→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, and Ho-Sung Park, "Multi-layer Hybrid Fuzzy Polynomial Neural Networks: A Design in the Framework of Computational Intelligence", Neurocomputing, Volume 64, pp. 397-431, Mar. 2005
→26→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "The Design of Genetically Optimized Self-Organizing Neural Networks with Polynomial and Fuzzy Polynomial Neurons", Circuits, Systems, and Signal Processing, Vol. 24, No. 3, pp. 267-286, Jun. 2005
→25→→SCI_E→ Sung-Kwun Oh, Byoung-Jun Park, and Hyun-Ki Kim, “Genetically Optimized Hybrid Fuzzy Neural Networks Based on Linear Fuzzy Inference Rules", International Journal of Control, Automation, and Systems, Vol. 3, No. 2, pp. 183-194, Jun. 2005
→24→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "A New Approach to Self-organizing Fuzzy Polynomial Neural Networks Guided by Genetic Optimization", Physics Letters A, Vol. 345, No.1-3, pp.88-100, Sept. 2005
→23→→SCI→ Sung-Kwun Oh, Witold Pedrycz and Ho-Sung Park, "Rule-based Multi-FNN Identification with the Aid of Evolutionary Fuzzy Granulation", Knowledge-based Systems, Vol. 17, No. 1, pp.1-13, Jan. 2004
→22→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Rho, "Parameter Estimation of Fuzzy Controller and Its Application to Inverted Pendulum", Engineering Applications of Artificial Intelligence, Vol. 17, No. 1, pp. 37-60, Feb. 2004
→21→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "Self-organizing Polynomial Neural Networks Based on Polynomial and Fuzzy Polynomial Neurons : Analysis and Design", Fuzzy Sets and Syst, Vol. 142, No. 2, pp. 163-198, Mar. 2004.
→20→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz, and Dae-Keun Lee, "The Genetic Design of Hybrid Fuzzy Controllers", Cybernetics & Systems, Vol. 35, No. 4, pp. 333-361, June 2004
→19→→SCI_E→ Sung-Kwun Oh and Witold Pedrycz, "A New Approach to Self-organizing Multi-Layer Fuzzy Polynomial Neural Networks Based on Genetic Optimization", Advanced Engineering Informatics, Vol. 18, No. 1, pp. 29-39, Jan. 2004.
→18→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and Byoung-Jun Park, "Relation-based Neurofuzzy Networks with Evolutionary Data Granulation", Mathematical and Computer Modelling, Vol. 40 No. 7-8, pp. 891-921, Nov. 2004
→17→→SCI_E→ Sung-Kwun Oh, Seok-Beom Rho, and Hyun-Ki Kim, “Fuzzy Controller Design by Means of Genetic Optimization and NFN-Based Estimation Technique”, International Journal of Control, Automation, and Systems, Vol. 2, No. 3, pp. 362-373, Sept. 2004.
→16→→SCI_E→ Ho-Sung Park, Byoung-Jun Park, Hyun-Ki Kim, and Sung-Kwun Oh, “Self-Organizing Polynomial Neural Networks Based on Genetically Optimized Multi-Layer Perceptron Architecture", International Journal of Control, Automation, and Systems, Vol. 2, No. 4, pp. 423-434, Dec. 2004.
→15→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "Fuzzy Polynomial Neuron-Based Self-Organizing Neural Networks", Int. J. of General Systems, Vol. 32, No. 3, pp. 237-250, May 2003
→14→→SCI_E→ S.-K. Oh, W. Pedrycz, and B.-J. Park, "Polynomial Neural Networks Architecture: Analysis and Design", Computers and Electrical Engineering, Vol. 29, Issue 6, pp. 703-725, August 2003
→13→→SCI→ Sung-Kwun Oh, Witold Pedrycz and Byoung-Jun Park, "Self-organizing Neurofuzzy Networks Based on Evolutionary Fuzzy Granulation", IEEE Trans. on SMC-A, Vol. 33, No. 2, pp. 271-277, Mar. 2003
→12→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and Ho-Sung Park, "Implicit Rule-based Fuzzy-Neural Networks Using the Identification Algorithm of GA Hybrid Scheme Based on Information Granulation", Advanced Engineering Informatics, Vol. 16, No. 4, pp 247-263, Oct. 2002
→11→→SCI→ Sung-Kwun Oh, Witold Pedrycz and Ho-Sung Park, "Hybrid Identification in Fuzzy-Neural Networks", Fuzzy Sets and Syst., Vol.138, No. 2, pp 399-426, Sept. 2003
→10→→SCI_E→ S.-K. Oh, W. Pedrycz and H.-S. Park, "Multi-FNN Identification Based on HCM Clustering and Evolutionary Fuzzy Granulation", Simulation Modelling Practice and Theory, Vol. 11, Issues 7-8, pp. 627-642, Dec. 2003
→9→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and Byoung-Jun Park, "Hybrid Identification of Fuzzy Rule-Based Models" Int. J. of Intelligent Systems, Vol. 17, No.1, pp. 77-103, Jan. 2002.
→8→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "The Design of Self-organizing Polynomial Neural Networks" Information Sciences, Vol. 141, Issue 3-4, pp. 237-258, Apr. 2002.
→7→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and Ho-Sung Park, "Self-organizing Networks in Modeling Experimental Data in Software Engineering", IEE Proc.-Computers and Digital Techniques, Vol. 149, Issue 3, pp. 61-78, May 2002.
→6→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and Dong-Won Kim, "Hybrid Fuzzy Polynomial Neural Networks", Int. J. of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 10, No. 3, pp. 257-280, June 2002.
→5→→SCI_E→ Sung-Kwun Oh and Witold Pedrycz, "The Design of Hybrid Fuzzy Controllers Based on Genetic Algorithms and Estimation Techniques", Kybernetes, Vol. 31, No. 6, pp. 909-917, Sept. 2002.
→4→→SCI→ Byoung-Jun Park, Witold Pedrycz and Sung-Kwun Oh, "Fuzzy Polynomial Neural Networks: Hybrid Architectures of Fuzzy Modeling", IEEE Trans. on Fuzzy Systems, Vol. 10, No. 5, pp 607-621, Oct. 2002.
→3→→SCI_E→ Sung-Kwun Oh, Witold Pedrycz and T.-C. Ahn, "Self-organizing neural networks with fuzzy polynomial neurons", Applied Soft Computing, Vol. 2, Issue 1F, pp. 1-10, Aug. 2002
→2→→SCI→ Byoung-Jun Park, Witold Pedrycz and Sung-Kwun Oh, "Identification of Fuzzy Models with the Aid of Evolutionary Data Granulation", IEE Proc.-Control Theory and Applications, Vol. 148, Issue 05, pp. 406-418, Sept. 2001.
→1→→SCI→ Sung-Kwun Oh and Witold Pedrycz, "Identification of Fuzzy Systems by means of an Auto-Tuning Algorithm and Its Application to Nonlinear Systems", Fuzzy Sets and Syst., Vol. 115, No. 2, pp.205-230, Oct. 2000.
<국내 전문 학술지>
2005년도
→1→ 박병준, 오성권, 김현기,“진화론적 최적 규칙베이스 퍼지다항식 뉴럴네트워크”, 제어.자동화.시스템공학 논문지, Vol. 11, No. 2, pp.127-136, Feb. 2005.
→2→ 박병준, 오성권, “퍼지관계와 유전자 알고리즘에 기반한 진화론적 최적 퍼지다항식 뉴럴네트워크: 해석과 설계”, 한국 퍼지 및 지능시스템학회, Vol. 15, No. 2, pp. 236-244, 2005. 4.
→3→ 박건준,김현기,오성권, 안태천 “정보 Granules에 의한 퍼지 관계 기반 퍼지 추론 시스템의 최적 설계”,퍼지 및 지능시스템학회 논문지, 제15권 제1호, pp. 81-86, 2005. 2.
→4→ Keon-Jun Park, Young-Il Lee, and Sung-Kwun Oh, “Information Granulation-based Inference Systems by Means of Genetic Optimization and Polynomial Fuzzy Inference Method", International Journal of Fuzzy Logic and Intelligent Systems, Vol. 5, No. 3, pp. 253-258, Sept. 2005.
2004년도
→1→ 박호성, 박건준, 이동윤, 오성권 “경쟁적 퍼지다항식 뉴런에 기초한 고급 자기구성 뉴럴네트워크”, 대한전기학회 논문지, Vol. 53D, No. 3, pp. 135-144, 2004. 3.
→2→ 박호성, 박병준, 장성환, 오성권, “진화론적 자기구성 다항식 뉴럴네트워크”, 대한전기학회 논문지, Vol. 53D, No. 1, pp. 40-49, 2004. 1.
→3→ 오성권, 박건준, 이동윤, “데이터 정보입자 기반 퍼지추론 시스템의 최적화”, 대한전기학회 논문지, Vol. 53D, No. 6, pp. 415-424, 2004. 6.
→4→ 박호성, 이동윤, 오성권, “퍼지다항식 뉴론 기반의 유전론적 최적 자기구성 퍼지다항식 뉴럴네트워크”, 대한전기학회 논문지, 제53권 제8호, pp. 551-560, 2004. 8.
→5→박병준, 김현기, 오성권, “진화론적 최적 뉴로퍼지 네트워크: 해석과 설계”, 대한전기학회 논문지, 제53권 제 8호, pp. 561-570, 2004, 8.
→6→ 조재훈, 김동화, 오성권, "면역 알고리즘의 개선된 클론선택에 의한 퍼지 뉴로네트워크와 교통경로선택으로의 응용", 퍼지 및 지능시스템학회 논문지, 제14권 제4호, pp. 402-410, 2004. 7.
→7→ Byoung-Jun Park, Keon-Jun Park, Dong-Yoon Lee, and Sung-Kwun Oh, “The Design of Genetically Optimized Multi-Layer Fuzzy Neural Networks", Journal of Fuzzy Logic and Intelligent Systems, Vol. 14, No. 5, pp. 660-665, 2004.
2003년도
→1→ Ho-Sung Park and Sung-Kwun Oh, "Rule-based Fuzzy-Neural Networks Using the Identification Algorithm of GA Hybrid Scheme", International Journal of Control, Automation, and Systems, Vol. 1, No. 1, pp 101-110, March 2003. (KEMC‘2001; Korea Energy Management Corporation)
→2→ Ho-Sung Park and Sung-Kwun Oh, "Multi-FNN Identification Based on HCM Clustering and Evolutionary Fuzzy Granulation", International Journal of Control, Automation, and Systems, Vol. 1, No. 2, pp 194-202, June 2003. (KEMC‘2001; Korea Energy Management Corporation)
→3→ Byoung-Jun Park, Dong-Yun Lee, and Sung-Kwun Oh, "Rule -based Fuzzy Polynomial Neural Networks in Modeling Software Process Data", International Journal of Control, Automation, and Systems, Vol. 1, No. 3, pp 321-331, Sept. 2003. (KOSEF'00: Grant no. R05-2000-000-00284-0)
→4→ Ho-Sung Park and Sung-Kwun Oh, "Fuzzy Relation-based Fuzzy Neural-Networks Using a Hybrid Identification Algorithm", International Journal of Control, Automation, and Systems, Vol. 1, No. 3, pp 289-300, Sept. 2003. (KOSEF'00: Grant no. R05-2000-000-00284-0)
→5→ 정창원, 오성권, 주수종,“광역 객체 컴퓨팅 환경에서 부하를 고려한 통합 바인딩 서비스의 설계 및 구현”, 한국정보과학회 논문지: 정보통신, 제 30권 제3호, pp. 293-306, 2003년 6월.
2002년도
→1→ Sung-Kwun Oh and Dong-Yoon Lee, "Advanced Self-organizing Neural Networks with Fuzzy Polynomial Neurons: Analysis and Design", KIEE International Transactions on Systems and Control(SC), Vol. 12D, No. 1, pp.12-16, March 2002. (KOSEF'00: Grant no. R02-2000-00284)
→2→ Sung-Kwun Oh and Seok-Beom Rho, "The Design of Fuzzy Controller by Means of Genetic Optimization and Estimation Algorithm", KIEE International Transactions on Systems and Control(SC), Vol. 12D, No. 1, pp.17-26, March 2002. (KOSEF'00: Grant no. R02-2000-00284)
→3→ 박병준, 오성권, 장성환, “퍼지뉴럴 네트워크와 자기구성 네트워크에 기초한 적응 퍼지 다항식 뉴럴네트워크 구조의 설계”, 제어.자동화.시스템공학 논문지, 제 8권 제 2호 pp.126-135, 2002. 2. (원광대학교‘2001)
→4→ 박병준, 오성권, “고급 뉴로퍼지 다항식 네트워크의 해석과 설계”, 대한전자공학회논문지, 제39권 CI편 제 1호, pp. 164-177, 2002. 5.
→5→ 정창원, 오성권, 주수종,“광역 객체 컴퓨팅 환경에서 이름/속성기반의 통합 바인딩 서비스 방안”, 한국정보처리학회 논문지 A, 제9-A권 제 2호, pp. 241-248, 2002. 6. (X)
→6→ 장경원, 안태천, 오성권, “칼라 매저링/매칭용 지능형 전문가 시스템의 구현”, 제어.자동화.시스템공학논문지, 제8권 제7호, pp 589-598, 2002. 7. (X)
2001년도
→1→ Sung-Kwun Oh, Dong-Won Kim, Byoung-Jun Park, and Hyung-Soo Hwang, "Advanced Polynomial Neural Networks Architecture with New Adaptive Nodes", Transactions on Control, Automation and Systems Engineering, Vol. 3, No. 1, pp.43-50, Mar., 2001. (Wonkwang University(provided in 1999))
→2→ Dong-Won Kim, Sung-Kwun Oh and Hyun-Ki Kim, "A Study on the Self-organizing Fuzzy Polynomial Neural Networks", J. of Korean Institute of Electrical Engineers, Vol.11, No. 2, pp.79-89, Jun., 2001. (KOSEF'00: Grant no. R02-2000-00284)
→3→ 오성권, 박호성, 김현기, “HCM과 하이브리드 동정 알고리즘을 이용한 퍼지-뉴럴 네트워크 구조의 최적 설계”, 대한전기학회 논문지, 제 50D권 제 7호, pp.339-349, 7월, 2001. (원광대학교‘2001)
→4→ 박호성, 오성권, 윤양웅, “퍼지 뉴럴 네트워크 구조로의 새로운 모델링 연구”, 제어.자동화.시스템공학 논문지, 제 7권 제 8호, pp.664-674, Aug., 2001. (원광대학교‘2000)
→5→ 오성권, 김동원, “적응 다항식 뉴로-퍼지 네트워크 구조에 관한 연구”, 대한전기학회논문지, 제 50D권 제 9호, pp.430-438, 9월, 2001. (에너지 관리공단의 에너지기술 학술진흥사업‘2001)
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