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ORCIDKisung Seo
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- affiliation: Seokyeong University, Department of Electronic Engineering, Seoul, South Korea
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2020 – today
- 2024
[j22]Kun Zhou
, Sung-Kwun Oh, Witold Pedrycz, Jianlong Qiu, Kisung Seo:
A self-organizing deep network architecture designed based on LSTM network via elitism-driven roulette-wheel selection for time-series forecasting. Knowl. Based Syst. 289: 111481 (2024)- [j21]Soonyong Gwon, Sejun Kim, Kisung Seo:
Balanced and Essential Modality-Specific and Modality-Shared Representations for Visible-Infrared Person Re-Identification. IEEE Signal Process. Lett. 31: 491-495 (2024) - [j20]Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Kisung Seo:
Fuzzy Adaptive Knowledge-Based Inference Neural Networks: Design and Analysis. IEEE Trans. Cybern. 54(9): 4875-4888 (2024) - [j19]Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo, Jin Hee Yoon:
Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture. IEEE Trans. Fuzzy Syst. 32(5): 2915-2929 (2024) - [c29]Sejun Kim, Soonyong Gwon, Kisung Seo:
Enhancing Diverse Intra-identity Representation for Visible-Infrared Person Re-Identification. WACV 2024: 2501-2510 - 2023
- [j18]Sejun Kim, Sungjae Kang, Hyomin Choi, Seong Soo Kim, Kisung Seo:
Keypoint Aware Robust Representation for Transformer-Based Re-Identification of Occluded Person. IEEE Signal Process. Lett. 30: 65-69 (2023) - [j17]Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo:
Reinforced Two-Stream Fuzzy Neural Networks Architecture Realized With the Aid of One-Dimensional/Two-Dimensional Data Features. IEEE Trans. Fuzzy Syst. 31(3): 707-721 (2023) - [c28]Kisung Seo, Seok-Beom Roh, Soonyong Gwon:
Toward Symbolic Regression based Model Transform for Convolutional Neural Network. GECCO Companion 2023: 81-82 - 2022
- [j16]Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zheng Wang, Zunwei Fu, Kisung Seo:
Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation. IEEE Trans. Fuzzy Syst. 30(10): 4273-4285 (2022) - 2020
- [c27]Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo:
GAN-Based Anomaly Detection In Imbalance Problems. ECCV Workshops (6) 2020: 128-145
2010 – 2019
- 2019
- [j15]Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo:
A hybrid method based on F-transform for robust estimators. Int. J. Approx. Reason. 104: 75-83 (2019) - [j14]Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo, Zunwei Fu:
Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering. Int. J. Approx. Reason. 106: 228-243 (2019) - [j13]Eun-Hu Kim, Jun-Hyun Ko, Sung-Kwun Oh, Kisung Seo:
Design of meteorological pattern classification system based on FCM-based radial basis function neural networks using meteorological radar data. Soft Comput. 23(6): 1857-1872 (2019) - [j12]Seok-Beom Roh, Sung-Kwun Oh, Jin Hee Yoon, Kisung Seo:
Design of face recognition system based on fuzzy transform and radial basis function neural networks. Soft Comput. 23(13): 4969-4985 (2019) - 2018
- [j11]Youngwan Cho, Kisung Seo:
Building a HOG Descriptor Model of Pedestrian Images Using GA and GP Learning. Int. J. Fuzzy Log. Intell. Syst. 18(2): 111-119 (2018) - [c26]Junbong Kim, Minki Lee, Jongeun Choi, Kisung Seo:
GA-Based Filter Selection for Representation in Convolutional Neural Networks. ECCV Workshops (4) 2018: 609-618 - 2017
- [c25]Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo, István Á. Harmati:
M-estimators using optimization algorithm based on F-transform. IFSA-SCIS 2017: 1-5 - 2016
- [j10]Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo:
Development of autofocusing algorithm based on fuzzy transforms. Fuzzy Sets Syst. 288: 129-144 (2016) - [c24]Wook-Dong Kim, Sung-Kwun Oh, Kisung Seo:
Design of Interval Type-2 FCM-Based Neural Networks. SCIS&ISIS 2016: 759-763 - 2015
- [j9]Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim:
An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space. IEEE Trans. Evol. Comput. 19(4): 465-473 (2015) - [c23]Kisung Seo, Byeongyong Hyeon:
Evolutionary Nonlinear Model Output Statistics for Wind Speed Prediction using Genetic Programming. IJCCI (ECTA) 2015: 287-292 - 2014
- [j8]Sung-Kwun Oh, Wook-Dong Kim, Witold Pedrycz, Kisung Seo:
Fuzzy Radial Basis Function Neural Networks with information granulation and its parallel genetic optimization. Fuzzy Sets Syst. 237: 96-117 (2014) - [j7]Kisung Seo, Soohwan Hyun:
A Comparative Study among Three Automatic Gait Generation Methods for Quadruped Robots. IEICE Trans. Inf. Syst. 97-D(2): 353-356 (2014) - [c22]Kisung Seo:
Toward Evolutionary Nonlinear Prediction Model for Temperature Forecast Using Less Weather Elements. WorldCIST (1) 2014: 491-495 - [c21]Kisung Seo, Byeongyong Hyeon:
Cartesian Genetic Programming Based Optimization and Prediction. WorldCIST (1) 2014: 497-502 - 2013
- [c20]Kisung Seo, Byeongyong Hyeon, Soohwan Hyun, Younghee Lee:
Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction. EvoApplications 2013: 122-131 - [c19]Kisung Seo, Soohwan Hyun:
Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming. EvoApplications 2013: 599-605 - [c18]W.-D. Kim, Sung-Kwun Oh, Kisung Seo, Witold Pedrycz:
Growing rule-based fuzzy model developed with the aid of fuzzy clustering. IFSA/NAFIPS 2013: 573-578 - [c17]W.-D. Kim, Sung-Kwun Oh, Kisung Seo, Witold Pedrycz:
A design of FCM-based interval type-2 fuzzy neural network classifier with the aid of PSO. IFSA/NAFIPS 2013: 1209-1214 - 2012
- [c16]Sung-Hoon Yoo, Sung-Kwun Oh, Kisung Seo:
Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks. ISNN (2) 2012: 213-220 - [c15]Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim:
A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. PPSN (1) 2012: 510-518 - 2011
- [j6]Soohwan Hyun, Kisung Seo:
Analysis of two evolutionary gait generation techniques for different coordinate approaches. IEICE Electron. Express 8(11): 873-878 (2011) - 2010
- [j5]Kisung Seo, Soohwan Hyun, Erik D. Goodman:
Genetic Programming-Based Automatic Gait Generation in Joint Space for a Quadruped Robot. Adv. Robotics 24(15): 2199-2214 (2010) - [j4]Kisung Seo, Youngkyun Kim:
Automated generation of rotation-robust corner detectors. IEICE Electron. Express 7(17): 1226-1232 (2010) - [c14]Kisung Seo, Soohwan Hyun:
A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots. EvoApplications (1) 2010: 352-360 - [c13]Kisung Seo, Youngkyun Kim:
Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors. EvoApplications (1) 2010: 381-391
2000 – 2009
- 2009
- [c12]Kisung Seo, Soohwan Hyun, Erik D. Goodman:
Tree-structure-aware GP operators for automatic gait generation of quadruped robot. GECCO (Companion) 2009: 2155-2160 - 2008
- [c11]Kisung Seo, Soohwan Hyun:
Genetic programming based automatic gait generation for quadruped robots. GECCO 2008: 293-294 - 2007
- [c10]Jeoung-Nae Choi, Sung-Kwun Oh, Kisung Seo:
Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms. ISNN (3) 2007: 225-230 - 2005
- [j3]Jianjun Hu, Erik D. Goodman, Kisung Seo, Zhun Fan, Rondal Rosenberg:
The Hierarchical Fair Competition (HFC) Framework for Sustainable Evolutionary Algorithms. Evol. Comput. 13(2): 241-277 (2005) - [j2]Kisung Seo:
An Efficient Topology/Parameter Control in Evolutionary Design for Multi-domain Engineering Systems. Int. J. Fuzzy Log. Intell. Syst. 5(2): 108-113 (2005) - [c9]Kisung Seo, Erik D. Goodman, Ronald C. Rosenberg:
Design of air pump system using bond graph and genetic programming method. GECCO 2005: 2215-2216 - 2004
- [c8]Zhun Fan, Erik D. Goodman, Jiachuan Wang, Ronald C. Rosenberg, Kisung Seo, Jianjun Hu:
Hierarchical evolutionary synthesis of MEMS. IEEE Congress on Evolutionary Computation 2004: 2320-2327 - [c7]Kisung Seo, Jianjun Hu, Zhun Fan, Erik D. Goodman, Ronald C. Rosenberg:
Hierarchical Breeding Control for Efficient Topology/Parameter Evolution. GECCO (2) 2004: 722-723 - 2003
- [c6]Jianjun Hu, Kisung Seo, Zhun Fan, Ronald C. Rosenberg, Erik D. Goodman:
HEMO: A Sustainable Multi-objective Evolutionary Optimization Framework. GECCO 2003: 1029-1040 - [c5]Kisung Seo, Zhun Fan, Jianjun Hu, Erik D. Goodman, Ronald C. Rosenberg:
Dense and Switched Modular Primitives for Bond Graph Model Design. GECCO 2003: 1764-1775 - [c4]Zhun Fan, Kisung Seo, Jianjun Hu, Ronald C. Rosenberg, Erik D. Goodman:
System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs. GECCO 2003: 2058-2071 - 2002
- [j1]Kisung Seo, Jianjun Hu, Zhun Fan, Erik D. Goodman, Ronald C. Rosenberg:
Automated design approaches for multi-domain dynamic systems using bond graphs and genetic programming. Int. J. Comput. Syst. Signals 3(1): 55-70 (2002) - [c3]Jianjun Hu, Erik D. Goodman, Kisung Seo, Min Pei:
Adaptive Hierarchical Fair Competition (AHFC) Model For Parallel Evolutionary Algorithms. GECCO 2002: 772-779 - [c2]Jianjun Hu, Kisung Seo, Shaobo Li, Zhun Fan, Ronald C. Rosenberg, Erik D. Goodman:
Structure Fitness Sharing (SFS) For Evolutionary Design By Genetic Programming. GECCO 2002: 780-787 - [c1]Zhun Fan, Kisung Seo, Ronald C. Rosenberg, Jianjun Hu, Erik D. Goodman:
Exploring Multiple Design Topologies Using Genetic Programming And Bond Graphs. GECCO 2002: 1073-1080
Coauthor Index
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