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Kisung Seo

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affiliation: Seokyeong University, Department of Electronic Engineering, Seoul, South Korea

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Journal Articles

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2024
[j19]
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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)
2023
[j18]
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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]
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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)
2022
[j16]
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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)
2019
[j15]
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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]
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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]
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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]
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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]
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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)
2016
[j10]
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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)
2015
[j9]
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  - journals/tec/SeoHK15
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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)
2014
[j8]
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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]
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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)
2011
[j6]
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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]
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  - journals/ar/SeoHG10
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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]
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Kisung Seo, Youngkyun Kim:
Automated generation of rotation-robust corner detectors. IEICE Electron. Express 7(17): 1226-1232 (2010)
2005
[j3]
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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]
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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)
2002
[j1]
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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)

Conference and Workshop Papers

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2024
[c29]
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Sejun Kim, Soonyong Gwon, Kisung Seo:
Enhancing Diverse Intra-identity Representation for Visible-Infrared Person Re-Identification. WACV 2024: 2501-2510
2023
[c28]
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  - conf/gecco/SeoRG23
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Kisung Seo, Seok-Beom Roh, Soonyong Gwon:
Toward Symbolic Regression based Model Transform for Convolutional Neural Network. GECCO Companion 2023: 81-82
2020
[c27]
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  - conf/eccv/KimJCS20
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Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo:
GAN-Based Anomaly Detection In Imbalance Problems. ECCV Workshops (6) 2020: 128-145
2018
[c26]
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  - conf/eccv/KimLCS18
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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]
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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
[c24]
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Wook-Dong Kim, Sung-Kwun Oh, Kisung Seo:
Design of Interval Type-2 FCM-Based Neural Networks. SCIS&ISIS 2016: 759-763
2015
[c23]
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Kisung Seo, Byeongyong Hyeon:
Evolutionary Nonlinear Model Output Statistics for Wind Speed Prediction using Genetic Programming. IJCCI (ECTA) 2015: 287-292
2014
[c22]
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  - conf/worldcist/Seo14
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Kisung Seo:
Toward Evolutionary Nonlinear Prediction Model for Temperature Forecast Using Less Weather Elements. WorldCIST (1) 2014: 491-495
[c21]
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Kisung Seo, Byeongyong Hyeon:
Cartesian Genetic Programming Based Optimization and Prediction. WorldCIST (1) 2014: 497-502
2013
[c20]
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  - conf/evoW/SeoHHL13
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Kisung Seo, Byeongyong Hyeon, Soohwan Hyun, Younghee Lee:
Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction. EvoApplications 2013: 122-131
[c19]
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Kisung Seo, Soohwan Hyun:
Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming. EvoApplications 2013: 599-605
[c18]
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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]
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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]
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  - conf/isnn/YooOS12
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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]
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  - conf/ppsn/SeoHK12
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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
2010
[c14]
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  - conf/evoW/SeoH10
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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]
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Kisung Seo, Youngkyun Kim:
Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors. EvoApplications (1) 2010: 381-391
2009
[c12]
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  - conf/gecco/SeoHG09
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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]
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Kisung Seo, Soohwan Hyun:
Genetic programming based automatic gait generation for quadruped robots. GECCO 2008: 293-294
2007
[c10]
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  - conf/isnn/ChoiOS07
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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
[c9]
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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]
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  - conf/cec/FanGWRSH04
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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]
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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]
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  - conf/gecco/HuSFRG03
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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]
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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]
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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
[c3]
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Jianjun Hu, Erik D. Goodman, Kisung Seo, Min Pei:
Adaptive Hierarchical Fair Competition (AHFC) Model For Parallel Evolutionary Algorithms. GECCO 2002: 772-779
[c2]
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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]
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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

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