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Jaewook Lee · SciRah

Researcher profile · Semantic Scholar

Jaewook Lee

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Jaewook Lee — researcher profile on SciRah

h-index: 22
Works: 63
Citations: 1,691

Most-cited papers

An improved cluster labeling method for support vector clustering
Jaewook Lee, Daewon Lee
2005IEEE Transactions on Pattern Analysis and Machine Intelligence282 citations
Semantic Scholar
Dynamic Characterization of Cluster Structures for Robust and Inductive Support Vector Clustering
Jaewook Lee, Daewon Lee
2006IEEE Transactions on Pattern Analysis and Machine Intelligence152 citations
Semantic Scholar
Domain described support vector classifier for multi-classification problems
Daewon Lee, Jaewook Lee
2007Pattern Recognition113 citations
Semantic Scholar
Improving memory-based collaborative filtering via similarity updating and prediction modulation
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
2010Information Sciences86 citations
Semantic Scholar
A novel method for measuring semantic similarity for XML schema matching
Buhwan Jeong, Daewon Lee, Hyunbo Cho, Jaewook Lee
2008Expert systems with applications85 citations
Semantic Scholar
Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options
Hyejin Park, Namhyoung Kim, Jaewook Lee
2014Expert systems with applications77 citations
Semantic Scholar
Dynamic Dissimilarity Measure for Support-Based Clustering
Daewon Lee, Jaewook Lee
2010IEEE Transactions on Knowledge and Data Engineering72 citations
Semantic Scholar
A dynamical trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems
Jaewook Lee, Hsiao-Dong Chiang
2004IEEE Transactions on Automatic Control70 citations
Semantic Scholar
Equilibrium-Based Support Vector Machine for Semisupervised Classification
Daewon Lee, Jaewook Lee
2007IEEE Transactions on Neural Networks61 citations
Semantic Scholar
Clustering Based on Gaussian Processes
Hyun-Chul Kim, Jaewook Lee
2007Neural Computation53 citations
Semantic Scholar
Fast support-based clustering method for large-scale problems
Kyu-Hwan Jung, Daewon Lee, Jaewook Lee
2010Pattern Recognition51 citations
Semantic Scholar
An iterative semi-explicit rating method for building collaborative recommender systems
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
2009Expert systems with applications48 citations
Semantic Scholar
Prediction of pricing and hedging errors for equity linked warrants with Gaussian process models
Gyu-Sik Han, Jaewook Lee
2008Expert systems with applications40 citations
Semantic Scholar
A singular fixed-point homotopy method to locate the closest unstable equilibrium point for transient stability region estimate
Jaewook Lee, Hsiao-Dong Chiang
2004IEEE Transactions on Circuits and Systems - II - Express Briefs36 citations
Semantic Scholar
Uniformly subsampled ensemble (USE) for churn management: Theory and implementation
Namhyoung Kim, Kyu-Hwan Jung, Y. Kim, Jaewook Lee
2012Expert systems with applications31 citations
Semantic Scholar
Constructing Sparse Kernel Machines Using Attractors
Daewon Lee, Kyu-Hwan Jung, Jaewook Lee
2009IEEE Transactions on Neural Networks31 citations
Semantic Scholar
A novel three-phase trajectory informed search methodology for global optimization
Jaewook Lee
2007Journal of Global Optimization31 citations
Semantic Scholar
Theory of stability regions for a class of nonhyperbolic dynamical systems and its application to constraint satisfaction problems
Jaewook Lee, Hsiao-Dong Chiang
200230 citations
Semantic Scholar
User credit-based collaborative filtering
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
2009Expert systems with applications26 citations
Semantic Scholar
An optimization-driven framework for the computation of the controlling UEP in transient stability analysis
Jaewook Lee
2004IEEE Transactions on Automatic Control26 citations
Semantic Scholar
Dynamic gradient approaches to compute the closest unstable equilibrium point for stability region estimate and their computational limitations
Jaewook Lee
2003IEEE Transactions on Automatic Control26 citations
Semantic Scholar
Dynamic pattern denoising method using multi-basin system with kernels
Kyu-Hwan Jung, Namhyoung Kim, Jaewook Lee
2011Pattern Recognition25 citations
Semantic Scholar
Predicting a distribution of implied volatilities for option pricing
Seung-Ho Yang, Jaewook Lee
2011Expert systems with applications22 citations
Semantic Scholar
Efficient optimization of process parameters in shadow mask manufacturing using NNPLS and genetic algorithm
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
200520 citations
Semantic Scholar
No-arbitrage implied volatility functions: Empirical evidence from KOSPI 200 index options
Namhyoung Kim, Jaewook Lee
201318 citations
Semantic Scholar
Efficient Option Pricing via a Globally Regularized Neural Network
Hyungsuk Choi, Hyoseok Lee, Gyu-Sik Han, Jaewook Lee
2004International Symposium on Neural Networks14 citations
Semantic Scholar
Pseudo-density Estimation for Clustering with Gaussian Processes
Hyun-Chul Kim, Jaewook Lee
2006International Symposium on Neural Networks12 citations
Semantic Scholar
Probabilistic generative ranking method based on multi-support vector domain description
Kyu-Hwan Jung, Jaewook Lee
2013Information Sciences11 citations
Semantic Scholar
Estimating Basin of Attraction for Multi-Basin Processes Using Support Vector Machine
Daewon Lee, Jaewook Lee
201210 citations Open access
Semantic Scholar
Kernel-based Monte Carlo simulation for American option pricing
Gyu-Sik Han, Bo-Hyun Kim, Jaewook Lee
2009Expert systems with applications10 citations
Semantic Scholar
Barrier Option Pricing with Model Averaging Methods under Local Volatility Models
Namhyoung Kim, Kyu-Hwan Jung, Jaewook Lee, Gyu-Sik Han
20119 citations Open access
Semantic Scholar
A tandem clustering process for multimodal datasets
C. Cho, Sooyoung Kim, Jaewook Lee, Daewon Lee
2006European Journal of Operational Research9 citations
Semantic Scholar
Attractor-based trust-region algorithm for efficient training of multilayer perceptrons
Jaewook Lee
20039 citations
Semantic Scholar
A New Ensemble Model for Efficient Churn Prediction in Mobile Telecommunication
Namhyoung Kim, Jaewook Lee, Kyu-Hwan Jung, Y. Kim
2012Hawaii International Conference on System Sciences8 citations
Semantic Scholar
Calibrating parametric exponential Lévy models to option market data by incorporating statistical moments priors
Seung-Ho Yang, Younhee Lee, Gabjin Oh, Jaewook Lee
2011Expert systems with applications8 citations
Semantic Scholar
A novel homotopy-based algorithm for the closest unstable equilibrium point method in nonlinear stability analysis
Jaewook Lee
2003Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03.8 citations
Semantic Scholar
Prediction of credit delinquents using locally transductive multi-layer perceptron
Hyun-Jung Heo, Hyejin Park, Namhyoung Kim, Jaewook Lee
2009Neurocomputing7 citations
Semantic Scholar
Frequency Insertion Strategy for Channel Assignment Problem
Won-Young Shin, Soo Y. Chang, Jaewook Lee, C. Jun
2006Wirel. Networks7 citations
Semantic Scholar
A Novel Learning Network for Option Pricing with Confidence Interval Information
Kyu-Hwan Jung, Hyun-Chul Kim, Jaewook Lee
2006International Symposium on Neural Networks6 citations
Semantic Scholar
Local Volatility Function Approximation Using Reconstructed Radial Basis Function Networks
Bo-Hyun Kim, Daewon Lee, Jaewook Lee
2006International Symposium on Neural Networks6 citations
Semantic Scholar
Model Averaging Methods for Estimating Implied and Local Volatility Surfaces
Namhyoung Kim, Jaewook Lee, Gyu-Sik Han
20095 citations
Semantic Scholar
Pseudobasin of attraction for combinatorial dynamical systems: theory and its application to combinatorial optimization
Jaewook Lee
2005IEEE Transactions on Circuits and Systems - II - Express Briefs5 citations
Semantic Scholar
A Regularized Line Search Tunneling for Efficient Neural Network Learning
Daewon Lee, Hyungsuk Choi, Jaewook Lee
2004International Symposium on Neural Networks5 citations
Semantic Scholar
Improved MCMC Simulation for Low-Dimensional Multi-Modal Distributions
Hyunwoong Ji, Jaewook Lee, Namhyoung Kim
20134 citations Open access
Semantic Scholar
Support for seamless data exchanges between web services through information mapping analysis using kernel methods
Buhwan Jeong, Daewon Lee, Jaewook Lee, Hyunbo Cho
2009Expert systems with applications4 citations
Semantic Scholar
Trajectory-Based Support Vector Multicategory Classifier
Daewon Lee, Jaewook Lee
2005International Symposium on Neural Networks4 citations
Semantic Scholar
Transductive Gaussian Processes with Applications to Object Pose Estimation
Hyun-Chul Kim, Jaewook Lee, Daewon Lee
2014Computer/law journal3 citations
Semantic Scholar
Coherent Risk Measure Using Feedfoward Neural Networks
Hyoseok Lee, Jaewook Lee, Younggui Yoon, Sooyoung Kim
2005International Symposium on Neural Networks3 citations
Semantic Scholar
A Novel Three-Phase Algorithm for RBF Neural Network Center Selection
Daewon Lee, Jaewook Lee
2004International Symposium on Neural Networks3 citations
Semantic Scholar
Self-correcting ensemble using a latent consensus model
Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee
2016Applied Soft Computing2 citations
Semantic Scholar

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