Zhang, Congcong; Oh, Sung-Kwun; Fu, Zunwei Design of stabilized polynomial-based ensemble fuzzy neural networks based on heterogeneous neurons and synergy of multiple techniques. (English) Zbl 1518.68330 Inf. Sci. 542, 425-452 (2021). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{C. Zhang} et al., Inf. Sci. 542, 425--452 (2021; Zbl 1518.68330) Full Text: DOI
Roh, Seok-Beom; Oh, Sung-Kwun; Pedrycz, Witold; Seo, Kisung; Fu, Zunwei Design methodology for radial basis function neural networks classifier based on locally linear reconstruction and conditional fuzzy C-means clustering. (English) Zbl 1456.68164 Int. J. Approx. Reasoning 106, 228-243 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S.-B. Roh} et al., Int. J. Approx. Reasoning 106, 228--243 (2019; Zbl 1456.68164) Full Text: DOI
Oh, Sung-Kwun; Kim, Wook-Dong; Pedrycz, Witold; Seo, Kisung Fuzzy radial basis function neural networks with information granulation and its parallel genetic optimization. (English) Zbl 1315.68211 Fuzzy Sets Syst. 237, 96-117 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Fuzzy Sets Syst. 237, 96--117 (2014; Zbl 1315.68211) Full Text: DOI
Park, Byoung-Jun; Oh, Sung-Kwun; Pedrycz, Witold The design of polynomial function-based neural network predictors for detection of software defects. (English) Zbl 1293.68236 Inf. Sci. 229, 40-57 (2013). MSC: 68T05 68N99 PDFBibTeX XMLCite \textit{B.-J. Park} et al., Inf. Sci. 229, 40--57 (2013; Zbl 1293.68236) Full Text: DOI
Roh, Seok-Beom; Oh, Sung-Kwun; Pedrycz, Witold Design of fuzzy radial basis function-based polynomial neural networks. (English) Zbl 1238.68129 Fuzzy Sets Syst. 185, No. 1, 15-37 (2011). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-B. Roh} et al., Fuzzy Sets Syst. 185, No. 1, 15--37 (2011; Zbl 1238.68129) Full Text: DOI
Park, Keon-Jun; Oh, Sung-Kwun; Kim, Yong-Kab Design of interval type-2 fuzzy set-based fuzzy neural networks using successive tuning method. (English) Zbl 1216.68222 Shin, Sung Y. (ed.) et al., Reliable and autonomous computational science. International conference, RACS 2010, Atlanta, GA, USA, October 27–30, 2010. Selected papers. Basel: Birkhäuser (ISBN 978-3-0348-0030-3/pbk; 978-3-0348-0031-0/ebook). Autonomic Systems, 367-378 (2011). MSC: 68T05 PDFBibTeX XMLCite \textit{K.-J. Park} et al., in: Reliable and autonomous computational science. International conference, RACS 2010, Atlanta, GA, USA, October 27--30, 2010. Selected papers. Basel: Birkhäuser. 367--378 (2011; Zbl 1216.68222) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold; Roh, Seok-Beom Genetically optimized hybrid fuzzy set based polynomial neural networks. (English) Zbl 1208.92002 J. Franklin Inst. 348, No. 2, 415-425 (2011). MSC: 92B20 68T05 90C59 65C60 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., J. Franklin Inst. 348, No. 2, 415--425 (2011; Zbl 1208.92002) Full Text: DOI
Oh, Sung-Kwun; Kim, Wook-Dong; Pedrycz, Witold; Park, Byoung-Jun Polynomial-based radial basis function neural networks (P-RBF NNs) realized with the aid of particle swarm optimization. (English) Zbl 1210.68084 Fuzzy Sets Syst. 163, No. 1, 54-77 (2011). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Fuzzy Sets Syst. 163, No. 1, 54--77 (2011; Zbl 1210.68084) Full Text: DOI
Choi, Jeoung-Nae; Oh, Sung-Kwun; Pedrycz, Witold Identification of fuzzy relation models using hierarchical fair competition-based parallel genetic algorithms and information granulation. (English) Zbl 1205.90308 Appl. Math. Modelling 33, No. 6, 2791-2807 (2009). MSC: 90C70 90C59 68T05 PDFBibTeX XMLCite \textit{J.-N. Choi} et al., Appl. Math. Modelling 33, No. 6, 2791--2807 (2009; Zbl 1205.90308) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold Multi-layer self-organizing polynomial neural networks and their development with the use of genetic algorithms. (English) Zbl 1129.68469 J. Franklin Inst. 343, No. 2, 125-136 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} and \textit{W. Pedrycz}, J. Franklin Inst. 343, No. 2, 125--136 (2006; Zbl 1129.68469) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold; Roh, Seok-Beom Genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons. (English) Zbl 1119.68159 Inf. Sci. 176, No. 23, 3490-3519 (2006). MSC: 68P15 68P20 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Inf. Sci. 176, No. 23, 3490--3519 (2006; Zbl 1119.68159) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold The design of self-organizing neural networks based on PNS and FPNs with the aid of genetic optimization and extended GMDH method. (English) Zbl 1102.68575 Int. J. Approx. Reasoning 43, No. 1, 26-58 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} and \textit{W. Pedrycz}, Int. J. Approx. Reasoning 43, No. 1, 26--58 (2006; Zbl 1102.68575) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold A new approach to self-organizing fuzzy polynomial neural networks guided by genetic optimization. (English) Zbl 1345.92015 Phys. Lett., A 345, No. 1-3, 88-100 (2005). MSC: 92B20 68T05 90C59 PDFBibTeX XMLCite \textit{S.-K. Oh} and \textit{W. Pedrycz}, Phys. Lett., A 345, No. 1--3, 88--100 (2005; Zbl 1345.92015) Full Text: DOI
Park, Ho-Sung; Oh, Sung-Kwun; Pedrycz, Witold; Kim, Hyun-Ki Genetically dynamic optimized self-organizing fuzzy polynomial neural networks with information granulation based FPNs. (English) Zbl 1121.68391 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. Second international conference, MDAI 2005, Tsukuba, Japan, July 25–27, 2005. Proceedings. Berlin: Springer (ISBN 3-540-27871-0/pbk). Lecture Notes in Computer Science 3558. Lecture Notes in Artificial Intelligence, 346-353 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{H.-S. Park} et al., Lect. Notes Comput. Sci. 3558, 346--353 (2005; Zbl 1121.68391)
Oh, Sung-Kwun; Park, Byoung-Jun; Pedrycz, Witold; Kim, Hyun-Ki Genetically optimized hybrid fuzzy neural networks in modeling software data. (English) Zbl 1121.68389 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. Second international conference, MDAI 2005, Tsukuba, Japan, July 25–27, 2005. Proceedings. Berlin: Springer (ISBN 3-540-27871-0/pbk). Lecture Notes in Computer Science 3558. Lecture Notes in Artificial Intelligence, 338-345 (2005). MSC: 68T05 68N99 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Lect. Notes Comput. Sci. 3558, 338--345 (2005; Zbl 1121.68389)
Oh, Sung-Kwun; Roh, Seok-Beom; Pedrycz, Witold A new approach to genetically optimized hybrid fuzzy set-based polynomial neural networks with FSPNs and PNs. (English) Zbl 1121.68390 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. Second international conference, MDAI 2005, Tsukuba, Japan, July 25–27, 2005. Proceedings. Berlin: Springer (ISBN 3-540-27871-0/pbk). Lecture Notes in Computer Science 3558. Lecture Notes in Artificial Intelligence, 328-337 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Lect. Notes Comput. Sci. 3558, 328--337 (2005; Zbl 1121.68390)
Park, Byoung-Jun; Oh, Sung-Kwun; Pedrycz, Witold; Kim, Hyun-Ki Design of evolutionally optimized rule-based fuzzy neural networks based on fuzzy relation and evolutionary optimization. (English) Zbl 1120.68435 Sunderam, Vaidy S. (ed.) et al., Computational science – ICCS 2005. 5th international conference, Atlanta, GA, USA, May 22-25, 2005. Proceedings, Part III. Berlin: Springer (ISBN 3-540-26044-7/pbk). Lecture Notes in Computer Science 3516, 1100-1103 (2005). MSC: 68T05 68T20 PDFBibTeX XMLCite \textit{B.-J. Park} et al., Lect. Notes Comput. Sci. 3516, 1100--1103 (2005; Zbl 1120.68435) Full Text: DOI
Oh, Sung-Kwun; Park, Byoung-Jun; Pedrycz, Witold; Ahn, Tae-Chon Genetically optimized hybrid fuzzy neural networks based on simplified fuzzy inference rules and polynomial neurons. (English) Zbl 1129.68468 Sunderam, Vaidy S. (ed.) et al., Computational science – ICCS 2005. 5th international conference, Atlanta, GA, USA, May 22–25, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-26032-3/pbk). Lecture Notes in Computer Science 3514, 798-803 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Lect. Notes Comput. Sci. 3514, 798--803 (2005; Zbl 1129.68468) Full Text: DOI
Park, Ho-Sung; Oh, Sung-Kwun; Pedrycz, Witold; Kim, Yongkab Genetically dynamic optimization based fuzzy polynomial neural networks. (English) Zbl 1129.68505 Sunderam, Vaidy S. (ed.) et al., Computational science – ICCS 2005. 5th international conference, Atlanta, GA, USA, May 22–25, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-26032-3/pbk). Lecture Notes in Computer Science 3514, 792-797 (2005). MSC: 68T20 68T05 PDFBibTeX XMLCite \textit{H.-S. Park} et al., Lect. Notes Comput. Sci. 3514, 792--797 (2005; Zbl 1129.68505) Full Text: DOI
Oh, Sungkwun; Roh, Seokbeom; Ahn, Taechon Parameter estimation of fuzzy controller using genetic optimization and neurofuzzy networks. (English) Zbl 1084.68735 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part III. Berlin: Springer (ISBN 3-540-25914-7/pbk). Lecture Notes in Computer Science 3498, 107-112 (2005). MSC: 68T05 92B20 93C42 PDFBibTeX XMLCite \textit{S. Oh} et al., Lect. Notes Comput. Sci. 3498, 107--112 (2005; Zbl 1084.68735) Full Text: DOI
Kim, Yongkab; Lim, Sunja; Kim, Hwan Y.; Oh, Sungkwun; Yu, Chung Implementation of brillouin-active fiber based neural network in smart structures. (English) Zbl 1084.68652 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part III. Berlin: Springer (ISBN 3-540-25914-7/pbk). Lecture Notes in Computer Science 3498, 987-991 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{Y. Kim} et al., Lect. Notes Comput. Sci. 3498, 987--991 (2005; Zbl 1084.68652) Full Text: DOI
Oh, Sungkwun; Roh, Seokbeom; Kim, Yongkab Design of genetic fuzzy set-based polynomial neural networks with the aid of information granulation. (English) Zbl 1082.68682 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-25912-0/pbk). Lecture Notes in Computer Science 3496, 428-433 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{S. Oh} et al., Lect. Notes Comput. Sci. 3496, 428--433 (2005; Zbl 1082.68682) Full Text: DOI
Park, Byoungjun; Oh, Sungkwun Design of rule-based neurofuzzy networks by means of genetic fuzzy set-based granulation. (English) Zbl 1082.68684 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-25912-0/pbk). Lecture Notes in Computer Science 3496, 422-427 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{B. Park} and \textit{S. Oh}, Lect. Notes Comput. Sci. 3496, 422--427 (2005; Zbl 1082.68684) Full Text: DOI
Oh, Sungkwun; Park, Keonjun; Hwang, Hyungsoo Identification of ANFIS-based fuzzy systems with the aid of genetic optimization and information granulation. (English) Zbl 1082.68681 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-25912-0/pbk). Lecture Notes in Computer Science 3496, 416-421 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{S. Oh} et al., Lect. Notes Comput. Sci. 3496, 416--421 (2005; Zbl 1082.68681) Full Text: DOI
Park, Hosung; Park, Daehee; Oh, Sungkwun Genetically optimized self-organizing fuzzy polynomial neural networks based on information granulation. (English) Zbl 1082.68685 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-25912-0/pbk). Lecture Notes in Computer Science 3496, 410-415 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{H. Park} et al., Lect. Notes Comput. Sci. 3496, 410--415 (2005; Zbl 1082.68685) Full Text: DOI
Oh, Sungkwun; Park, Byoungjun; Kim, Hyunki Genetically optimized hybrid fuzzy neural networks based on TSK fuzzy rules and polynomial neurons. (English) Zbl 1082.68680 Wang, Jun (ed.) et al., Advances in neural networks – ISNN 2005. Second international symposium on neural networks, Chongqing, China, May 30 – June 1, 2005. Proceedings, Part I. Berlin: Springer (ISBN 3-540-25912-0/pbk). Lecture Notes in Computer Science 3496, 404-409 (2005). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{S. Oh} et al., Lect. Notes Comput. Sci. 3496, 404--409 (2005; Zbl 1082.68680) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, W.; Park, Byoung-Jun Relation-based neurofuzzy networks with evolutionary data granulation. (English) Zbl 1067.92006 Math. Comput. Modelling 40, No. 7-8, 891-921 (2004). MSC: 92B20 68T05 94D05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Math. Comput. Modelling 40, No. 7--8, 891--921 (2004; Zbl 1067.92006) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold Self-organizing polynomial neural networks based on polynomial and fuzzy polynomial neurons: Analysis and design. (English) Zbl 1091.68095 Fuzzy Sets Syst. 142, No. 2, 163-198 (2004). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} and \textit{W. Pedrycz}, Fuzzy Sets Syst. 142, No. 2, 163--198 (2004; Zbl 1091.68095) Full Text: DOI
Oh, Sung-Kwun; Peters, James F.; Pedrycz, Witold; Ahn, Tae-Chon Genetically optimized rule-based fuzzy polynomial neural networks: Synthesis of computational intelligence technologies. (English) Zbl 1026.68585 Wang, Guoyin (ed.) et al., Rough sets, fuzzy sets, data mining, and granular computing. 9th international conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2639, 437-444 (2003). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Lect. Notes Comput. Sci. 2639, 437--444 (2003; Zbl 1026.68585) Full Text: Link
Oh, Sung-Kwun; Kim, Dong-Won; Pedrycz, Witold Hybrid fuzzy polynomial neural networks. (English) Zbl 1075.93020 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 10, No. 3, 257-280 (2002). Reviewer: D. Volný (Praha) MSC: 93C42 92B20 68T05 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 10, No. 3, 257--280 (2002; Zbl 1075.93020) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold; Park, Byoung-Jun Hybrid identification of fuzzy rule-based models. (English) Zbl 1021.68756 Int. J. Intell. Syst. 17, No. 1, 77-103 (2002). MSC: 68U99 68T05 68T37 PDFBibTeX XMLCite \textit{S.-K. Oh} et al., Int. J. Intell. Syst. 17, No. 1, 77--103 (2002; Zbl 1021.68756) Full Text: DOI
Oh, Sung-Kwun; Pedrycz, Witold The design of self-organizing polynomial neural networks. (English) Zbl 1008.68098 Inf. Sci. 141, No. 3-4, 237-258 (2002). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{S.-K. Oh} and \textit{W. Pedrycz}, Inf. Sci. 141, No. 3--4, 237--258 (2002; Zbl 1008.68098) Full Text: DOI