Youngseon Jeong

Orcid: 0000-0002-8934-0989

Affiliations:
  • Chonnam National University, Department of Industrial Engineering, Interdisciplinary Program of Arts and Design Technology, Korea
  • Khalifa University of Science, Department of Industrial and Systems Engineering, Abu Dhabi, UAE
  • Rutgers University, Department of Industrial and Systems Engineering, New Brunswick, NJ, USA (PhD 2011)


According to our database1, Youngseon Jeong authored at least 25 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
True sparse PCA for reducing the number of essential sensors in virtual metrology.
Int. J. Prod. Res., March, 2024

2023
A wavelet-based real-time fire detection algorithm with multi-modeling framework.
Expert Syst. Appl., December, 2023

Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space.
Sensors, April, 2023

2021
Norm ball classifier for one-class classification.
Ann. Oper. Res., 2021

New multivariate kernel density estimator for uncertain data classification.
Ann. Oper. Res., 2021

2020
A generalised uncertain decision tree for defect classification of multiple wafer maps.
Int. J. Prod. Res., 2020

2018
A new clustering validity index for arbitrary shape of clusters.
Pattern Recognit. Lett., 2018

2017
Two-phase edge outlier detection method for technology opportunity discovery.
Scientometrics, 2017

2016
Robust Kriging models in computer experiments.
J. Oper. Res. Soc., 2016

2015
Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps.
IEEE Trans. Ind. Informatics, 2015

Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification.
Knowl. Based Syst., 2015

An evolutionary algorithm with the partial sequential forward floating search mutation for large-scale feature selection problems.
J. Oper. Res. Soc., 2015

System Informatics: From Methodology to Applications.
IEEE Intell. Syst., 2015

2013
Exponentially weighted moving average-based procedure with adaptive thresholding for monitoring nonlinear profiles: Monitoring of plasma etch process in semiconductor manufacturing.
Expert Syst. Appl., 2013

2012
Kernel Ridge Regression with Lagged-Dependent Variable: Applications to Prediction of Internal Bond Strength in a Medium Density Fiberboard Process.
IEEE Trans. Syst. Man Cybern. Part C, 2012

A New Feature Selection Method for One-Class Classification Problems.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra.
Expert Syst. Appl., 2012

A two-leveled symbiotic evolutionary algorithm for clustering problems.
Appl. Intell., 2012

Multidimensional local spatial autocorrelation measure for integrating spatial and spectral information in hyperspectral image band selection.
Appl. Intell., 2012

2011
Weighted dynamic time warping for time series classification.
Pattern Recognit., 2011

Pattern Recognition Approaches for Identifying Subcortical Targets during Deep Brain Stimulation Surgery.
IEEE Intell. Syst., 2011

Enhanced predictions of wood properties using hybrid models of PCR and PLS with high-dimensional NIR spectral data.
Ann. Oper. Res., 2011

2010
A Hybrid Recommendation Method with Reduced Data for Large-Scale Application.
IEEE Trans. Syst. Man Cybern. Part C, 2010

2009
Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions.
Expert Syst. Appl., 2009

AADT prediction using support vector regression with data-dependent parameters.
Expert Syst. Appl., 2009


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