Kisung Seo

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 20

Top Topics

Quadruped Robot

Robust Estimators

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE Signal Process. Lett.

Int. J. Approx. Reason.

Publications

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) (2024)
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 (2024)
Sejun Kim, Soonyong Gwon, Kisung Seo
Enhancing Diverse Intra-identity Representation for Visible-Infrared Person Re-Identification. WACV (2024)
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 (2024)
Kisung Seo, Seok-Beom Roh, Soonyong Gwon
Toward Symbolic Regression based Model Transform for Convolutional Neural Network. GECCO Companion (2023)
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 (2023)
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) (2023)
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) (2022)
Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo
GAN-Based Anomaly Detection In Imbalance Problems. ECCV Workshops (6) (2020)
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) (2019)
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) (2019)
Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo
-transform for robust estimators. Int. J. Approx. Reason. 104 (2019)
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 (2019)
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) (2018)
Junbong Kim, Minki Lee, Jongeun Choi, Kisung Seo
GA-Based Filter Selection for Representation in Convolutional Neural Networks. ECCV Workshops (4) (2018)
Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo, István Á. Harmati
M-estimators using optimization algorithm based on F-transform. IFSA-SCIS (2017)
Wook-Dong Kim, Sung-Kwun Oh, Kisung Seo
Design of Interval Type-2 FCM-Based Neural Networks. SCIS&ISIS (2016)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo
Development of autofocusing algorithm based on fuzzy transforms. Fuzzy Sets Syst. 288 (2016)
Kisung Seo, Byeongyong Hyeon
Evolutionary Nonlinear Model Output Statistics for Wind Speed Prediction using Genetic Programming. IJCCI (ECTA) (2015)
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) (2015)
Kisung Seo, Byeongyong Hyeon
Cartesian Genetic Programming Based Optimization and Prediction. WorldCIST (1) (2014)
Kisung Seo
Toward Evolutionary Nonlinear Prediction Model for Temperature Forecast Using Less Weather Elements. WorldCIST (1) (2014)
Kisung Seo, Soohwan Hyun
A Comparative Study among Three Automatic Gait Generation Methods for Quadruped Robots. IEICE Trans. Inf. Syst. (2) (2014)
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 (2014)
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)
Kisung Seo, Byeongyong Hyeon, Soohwan Hyun, Younghee Lee
Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction. EvoApplications (2013)
Kisung Seo, Soohwan Hyun
Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming. EvoApplications (2013)
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)
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)
Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim
A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. PPSN (1) (2012)
Soohwan Hyun, Kisung Seo
Analysis of two evolutionary gait generation techniques for different coordinate approaches. IEICE Electron. Express 8 (11) (2011)
Kisung Seo, Youngkyun Kim
Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors. EvoApplications (1) (2010)
Kisung Seo, Soohwan Hyun
A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots. EvoApplications (1) (2010)
Kisung Seo, Soohwan Hyun, Erik D. Goodman
Genetic Programming-Based Automatic Gait Generation in Joint Space for a Quadruped Robot. Adv. Robotics 24 (15) (2010)
Kisung Seo, Youngkyun Kim
Automated generation of rotation-robust corner detectors. IEICE Electron. Express 7 (17) (2010)
Kisung Seo, Soohwan Hyun, Erik D. Goodman
Tree-structure-aware GP operators for automatic gait generation of quadruped robot. GECCO (Companion) (2009)
Kisung Seo, Soohwan Hyun
Genetic programming based automatic gait generation for quadruped robots. GECCO (2008)
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)
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) (2005)
Kisung Seo
An Efficient Topology/Parameter Control in Evolutionary Design for Multi-domain Engineering Systems. Int. J. Fuzzy Log. Intell. Syst. 5 (2) (2005)
Kisung Seo, Erik D. Goodman, Ronald C. Rosenberg
Design of air pump system using bond graph and genetic programming method. GECCO (2005)
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)
Kisung Seo, Jianjun Hu, Zhun Fan, Erik D. Goodman, Ronald C. Rosenberg
Hierarchical Breeding Control for Efficient Topology/Parameter Evolution. GECCO (2) (2004)
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)
Jianjun Hu, Kisung Seo, Zhun Fan, Ronald C. Rosenberg, Erik D. Goodman
HEMO: A Sustainable Multi-objective Evolutionary Optimization Framework. GECCO (2003)
Kisung Seo, Zhun Fan, Jianjun Hu, Erik D. Goodman, Ronald C. Rosenberg
Dense and Switched Modular Primitives for Bond Graph Model Design. GECCO (2003)
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) (2002)
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)
Jianjun Hu, Erik D. Goodman, Kisung Seo, Min Pei
Adaptive Hierarchical Fair Competition (AHFC) Model For Parallel Evolutionary Algorithms. GECCO (2002)
Zhun Fan, Kisung Seo, Ronald C. Rosenberg, Jianjun Hu, Erik D. Goodman
Exploring Multiple Design Topologies Using Genetic Programming And Bond Graphs. GECCO (2002)