Image processing, Data analysis, Machine learning, Scientific computing
학력
(PhD) Sep, 2001 - Jul, 2007 University of Minnesota
약력/경력
Sep, 2009 ? Feb, 2016 Assistant Professor, Yonsei University
Aug, 2007 ? Jul, 2009 Research Associate, Duke University
학술지 논문
(2023)
Dynamic event-triggered formation control for Takagi-Sugeno fuzzy multi-agent systems with mismatched membership functions.
CHAOS SOLITONS & FRACTALS.
177,
1
(2023)
Hybrid-triggered bipartite leader-following consensus for multi-agent systems with controller gain variations.
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION.
126,
(2023)
Elastic trend filtering.
INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION.
24,
3
(2023)
A limited-memory trust-region method for nonlinear optimization with many equality constraints.
Computational and Applied Mathematics.
42,
3
(2023)
Trend filtering by adaptive piecewise polynomials.
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION.
116,
1
(2022)
Global attractor and limit points for nonsmooth ADMM.
APPLIED MATHEMATICS LETTERS.
128,
1
(2020)
Sparse probabilistic K-means.
APPLIED MATHEMATICS AND COMPUTATION.
382,
1
(2020)
Weak majorization, doubly substochastic maps, and some related inequalities in Euclidean Jordan algebras.
LINEAR ALGEBRA AND ITS APPLICATIONS.
597,
15
(2019)
Dynamic clustering approach with ACO-based mobile sink for data collection in WSNs.
WIRELESS NETWORKS.
25,
8
(2019)
A subspace SQP method for equality constrained optimization.
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS.
74,
1
(2019)
Enhanced clustering and ACO-based multiple mobile sinks for efficiency improvement of wireless sensor networks.
COMPUTER NETWORKS.
160,
4
(2018)
Improved clustering with firefly-optimization-based mobile data collector for wireless sensor networks.
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS.
97,
1
(2018)
Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks.
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS.
69,
(2018)
A STOCHASTIC VARIANCE REDUCTION METHOD FOR PCA BY AN EXACT PENALTY APPROACH.
BULLETIN OF THE KOREAN MATHEMATICAL SOCIETY.
55,
4
(2018)
An l(q) - Seminorm Variational Model for Impulse Noise Reduction.
EAST ASIAN JOURNAL ON APPLIED MATHEMATICS.
8,
3
(2018)
ITERATIVE REWEIGHTED ALGORITHM FOR NON-CONVEX POISSONIAN IMAGE RESTORATION MODEL.
JOURNAL OF THE KOREAN MATHEMATICAL SOCIETY.
55,
3
(2017)
NON-CONVEX TV DENOISING CORRUPTED BY IMPULSE NOISE.
INVERSE PROBLEMS AND IMAGING.
11,
4
(2016)
A coordinate descent homotopy method for linearly constrained nonsmooth convex minimization.
OPTIMIZATION METHODS & SOFTWARE.
31,
2
(2015)
Illusory Shapes via First-Order Phase Transition and Approximation.
JOURNAL OF MATHEMATICAL IMAGING AND VISION.
53,
3
(2015)
Impedance Imaging With First-Order TV Regularization.
IEEE TRANSACTIONS ON MEDICAL IMAGING.
34,
1
학술회의논문
(2023)
Bipartite consensus for parabolic PDE-based multi-agent systems with input time delay.
The 23rd International Conference on Control, Automation and Systems.
대한민국
(2018)
A Coordinate Descent Homotopy Method for Linearly Constrained Nonsmooth Convex Minimization.
2018 China-Korea International Conference on Matrix Theory with Applications.
중국
(2018)
An Improved Clustering with Particle Swarm Optimization-based Mobile Sink for Wireless Sensor Networks.
International conference on Trends in Electronics and Informatics (ICOEI 2018).
인도
(2017)
A Coordinate Descent Homotopy Method for Linearly Constrained Nonsmooth Convex Minimization.
International Workshop on Big Data and Optimization.
대한민국
(2016)
Illusory Shapes via First-Order Phase Transition and Approximation.
2016 China-Korea International Conference on Matrix Theory with Applications.
중국
(2016)
Illusory Shapes via First-Order Phase Transition.
KSIAM 2016 Spring Conference.
대한민국
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