Proximity-based density description with regularized reconstruction algorithm for anomaly detection, INFORMATION SCIENCES , 제654권(집) , 2024.01.01

Machinery Fault Signal Detection with Deep One-Class Classification, Applied Sciences-Basel , 제14권(집) , 제1호 , 2024.01.01

Clustering ensemble-based novelty score for outlier detection, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , 제121권(집) , 2023.05.01

Time varying mixed effects model with fused lasso regularization, JOURNAL OF APPLIED STATISTICS , 제48권(집) , 제8호 , PP.1513~1526 , 2021.06.11

The ongoing racial disparities in melanoma: An analysis of the Surveillance, Epidemiology, and End Results database, JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY , 제84권(집) , 제6호 , PP.1585~1593 , 2021.06.01

Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression, INFORMATION SCIENCES , 제545권(집) , PP.688~712 , 2021.02.04

Comparative study on exponentially weighted moving average approaches for the self-starting forecasting, Applied Sciences-Basel , 제10권(집) , 제20호 , PP.7351~ , 2020.10.21

An Ensemble Feature Ranking Algorithm for Clustering Analysis, JOURNAL OF CLASSIFICATION , 제37권(집) , 제2호 , PP.462~489 , 2020.07.01

The complex relationship between body mass index and response to immune checkpoint inhibition in metastatic melanoma patients, Journal for ImmunoTherapy of Cancer , 제7권(집) , 제1호 , 2019.08.19

Clustering-based proxy measure for optimizing one-class classifiers, PATTERN RECOGNITION LETTERS , 제117권(집) , PP.37~44 , 2019.01.01

Consensus rate-based label propagation for semi-supervised classification, INFORMATION SCIENCES , 제465권(집) , PP.265~284 , 2018.10.01

Density-based geodesic distance for identifying the noisy and nonlinear clusters, INFORMATION SCIENCES , 제360권(집) , PP.231~243 , 2016.09.10

A density-based noisy graph partitioning algorithm, NEUROCOMPUTING , 제175권(집) , PP.473~491 , 2016.01.29

Adaptive nonparametric control chart for time-varying and multimodal processes, JOURNAL OF PROCESS CONTROL , 제37권(집) , PP.34~45 , 2016.01.01

Interpretations of fault identification in multivariate manufacturing processes, European Journal of Industrial Engineering , 제9권(집) , 제3호 , PP.395~408 , 2015.05.14