Concepedia

Sang‐Woon Kim

SK

15

Publications

669

Citations

13

H-Index

2003

Active since

Affiliations

Myongji University(Current)

Carleton University

University of Agder

Xi'an Jiaotong University

Sang‐Woon Kim is an author at Myongji University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceData MiningData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionDimensionality ReductionImage AnalysisFunctional Data Analysis

Publications per year

2003–2023

15

Publications

15

Research paper classification systems based on TF-IDF and LDA schemes

Sang‐Woon Kim, Joon‐Min Gil · Human-centric Computing and Information Sciences · 2019 · 323 citations · Full text

Seismic fault detection using convolutional neural networks with focal loss

Xiaoli Wei, Chunxia Zhang, Sang‐Woon Kim et al. · Computers & Geosciences · 2021 · 61 citations

Convolutional Neural Network, Earthquake Engineering, Image Analysis +11

Enhancing prototype reduction schemes with LVQ3-type algorithms

Sang‐Woon Kim, B. John Oommen · Pattern Recognition · 2003 · 58 citations

Mathematical Programming, Prototype Reduction Schemes, Reduced Order Modeling +6

On using prototype reduction schemes and classifier fusion strategies to optimize kernel-based nonlinear subspace methods

Sang‐Woon Kim, B. John Oommen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 29 citations

Engineering, Machine Learning, Prototype Extraction Time +22

On using prototype reduction schemes to optimize kernel-based nonlinear subspace methods

Sang‐Woon Kim, B. John Oommen · Pattern Recognition · 2003 · 24 citations

Numerical Analysis, Mathematical Programming, Prototype Reduction Schemes +11

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