Seoung Bum Kim

According to our database1, Seoung Bum Kim authored at least 67 papers between 2003 and 2020.

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



In proceedings 
PhD thesis 




Outer-Points shaver: Robust graph-based clustering via node cutting.
Pattern Recognition, 2020

Multivariate control charts that combine the Hotelling T2 and classification algorithms.
JORS, 2019

Active semi-supervised learning with multiple complementary information.
Expert Syst. Appl., 2019

Identification of I-equivalent subnetworks in Bayesian networks to incorporate experts' knowledge.
Expert Systems, 2019

Process monitoring using variational autoencoder for high-dimensional nonlinear processes.
Eng. Appl. of AI, 2019

Topical Keyphrase Extraction with Hierarchical Semantic Networks.
CoRR, 2019

Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data.
Proceedings of the Intelligent Systems and Applications, 2019

Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders.
Proceedings of the Intelligent Systems and Applications, 2019

Collinear groupwise feature selection via discrete fusion group regression.
Pattern Recognition, 2018

Consensus rate-based label propagation for semi-supervised classification.
Inf. Sci., 2018

An overlap-sensitive margin classifier for imbalanced and overlapping data.
Expert Syst. Appl., 2018

Time-adaptive support vector data description for nonstationary process monitoring.
Eng. Appl. of AI, 2018

Academic paper recommender system using multilevel simultaneous citation networks.
Decision Support Systems, 2018

Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders.
CoRR, 2018

Multitask learning for virtual metrology in semiconductor manufacturing systems.
Computers & Industrial Engineering, 2018

Data-driven optimization for Dallas Fort Worth International Airport deicing activities.
Annals OR, 2018

Preface: Data mining and analytics.
Annals OR, 2018

A deep learning-based sports player evaluation model based on game statistics and news articles.
Knowl.-Based Syst., 2017

Content-based filtering for recommendation systems using multiattribute networks.
Expert Syst. Appl., 2017

Data mining for state space orthogonalization in adaptive dynamic programming.
Expert Syst. Appl., 2017

Recursive partitioning clustering tree algorithm.
Pattern Anal. Appl., 2016

Density-based geodesic distance for identifying the noisy and nonlinear clusters.
Inf. Sci., 2016

A density-based noisy graph partitioning algorithm.
Neurocomputing, 2016

System Informatics: From Methodology to Applications.
IEEE Intelligent Systems, 2015

Sequential random k-nearest neighbor feature selection for high-dimensional data.
Expert Syst. Appl., 2015

Time series forecasting based on wavelet filtering.
Expert Syst. Appl., 2015

Comparison of Novelty Score-Based Multivariate Control Charts.
Communications in Statistics - Simulation and Computation, 2015

A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size.
Communications in Statistics - Simulation and Computation, 2015

A convex version of multivariate adaptive regression splines.
Computational Statistics & Data Analysis, 2015

Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Summarization of Documents by Finding Key Sentences Based on Social Network Analysis.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

A Density-focused Support Vector Data Description Method.
Quality and Reliability Eng. Int., 2014

Gower distance-based multivariate control charts for a mixture of continuous and categorical variables.
Expert Syst. Appl., 2014

Multivariate Control Charts Based on Hybrid Novelty Scores.
Communications in Statistics - Simulation and Computation, 2014

Efficient computer experiment-based optimization through variable selection.
Annals OR, 2014

Preface: Special volume on data mining and informatics.
Annals OR, 2014

Principal component analysis-based control charts for multivariate nonnormal distributions.
Expert Syst. Appl., 2013

Decision tree models for characterizing smoking patterns of older adults.
Expert Syst. Appl., 2012

Data mining model-based control charts for multivariate and autocorrelated processes.
Expert Syst. Appl., 2012

Unsupervised feature selection using weighted principal components.
Expert Syst. Appl., 2011

Data mining modeling on the environmental impact of airport deicing activities.
Expert Syst. Appl., 2011

Bootstrap-Based T2 Multivariate Control Charts.
Communications in Statistics - Simulation and Computation, 2011

A nonparametric fault isolation approach through hybrid novelty score.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

Daily, seasonal, and spatial patterns of PM10 in Seoul, Korea.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

Clustering algorithm-based control charts.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

A comparison of CUSUM, EWMA, and temporal scan statistics for detection of increases in poisson rates.
Quality and Reliability Eng. Int., 2010

Nonparametric multivariate control charts based on a linkage ranking algorithm.
Quality and Reliability Eng. Int., 2010

An effective classification procedure for diagnosis of prostate cancer in near infrared spectra.
Expert Syst. Appl., 2010

An effective clustering procedure of neuronal response profiles in graded thermal stimulation.
Expert Syst. Appl., 2010

One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes.
Communications in Statistics - Simulation and Computation, 2010

A hybrid approach of goal programming for weapon systems selection.
Computers & Industrial Engineering, 2010

A Bayesian approach for the alignment of high-resolution NMR spectra.
Annals OR, 2010

Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Spatio-Temporal Data Mining for Air Pollution Problems.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A finite-sample simulation study of cross validation in tree-based models.
Information Technology and Management, 2009

Linear-mixed effects models for feature selection in high-dimensional NMR spectra.
Expert Syst. Appl., 2009

Spatial prediction of ozone concentration profiles.
Computational Statistics & Data Analysis, 2009

Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra.
Statistical Analysis and Data Mining, 2008

Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra.
IJDMB, 2008

Genetic algorithm-based feature selection in high-resolution NMR spectra.
Expert Syst. Appl., 2008

FBP: A Frontier-Based Tree-Pruning Algorithm.
INFORMS Journal on Computing, 2006

Multiple testing in large-scale contingency tables: inferring patterns of pair-wise amino acid association in beta-sheets.
IJBRA, 2006

A data-integrated nurse activity simulation model.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Automatic Alignment of High-Resolution NMR Spectra Using a Bayesian Estimation Approach.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Data Mining in Tree-Based Models and Large-Scale Contingency Tables.
PhD thesis, 2005

Technometrics, 2003

A Review and Analysis of the Mahalanobis - Taguchi System.
Technometrics, 2003