Seoung Bum Kim

Pattern Recognit., 2025

2024

Data science and decision analytics.

[BibT_eX]

[DOI]

Ann. Oper. Res., October, 2024

Multimodal Human Action Recognition for Rehabilitation Exercise of Upper Body for Individuals With Cerebral Palsy.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing.

[BibT_eX]

[DOI]

Yoon-Sang Cho

IEEE Trans. Ind. Informatics, May, 2024

SWISS: Signal-wise self-supervised learning to learn a multi-signal interaction for human activity recognition.

[BibT_eX]

[DOI]

Saerin Lim

Young Jae Lee

Knowl. Based Syst., 2024

DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Cross-subject generalizable representation learning with class-subject dual labels for biosignals.

[BibT_eX]

[DOI]

Hyeonji Kim

Jaehoon Kim

Knowl. Based Syst., 2024

GraphixMatch: Improving semi-supervised learning for graph classification with FixMatch.

[BibT_eX]

[DOI]

Eunji Koh

Young Jae Lee

Neurocomputing, 2024

Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples.

[BibT_eX]

[DOI]

Mingu Kwak

CoRR, 2024

Deep semi-supervised regression via pseudo-label filtering and calibration.

[BibT_eX]

[DOI]

Yongwon Jo

Appl. Soft Comput., 2024

Contrastive learning with hard negative samples for chest X-ray multi-label classification.

[BibT_eX]

[DOI]

Goeun Chae

Appl. Soft Comput., 2024

Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction.

[BibT_eX]

[DOI]

Sejin Sim

Jinsoo Bae

IEEE Access, 2024

Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing.

[BibT_eX]

[DOI]

Jongwon Choi

IEEE Access, 2024

PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2024

Super-Resolution Methods for Wafer Transmission Electron Microscopy Images.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2024

Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2024

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Noise Map Guidance: Inversion with Spatial Context for Real Image Editing.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari.

[BibT_eX]

[DOI]

Neural Networks, March, 2023

Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2023

DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation.

[BibT_eX]

[DOI]

IEEE Access, 2023

Failure Detection and Primary Cause Identification of Multivariate Time Series Data in Semiconductor Equipment.

[BibT_eX]

[DOI]

Minjae Baek

IEEE Access, 2023

2022

Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis.

[BibT_eX]

[DOI]

Yoon-Sang Cho

IEEE Trans. Syst. Man Cybern. Syst., 2022

Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series.

[BibT_eX]

[DOI]

Han Kyu Lee

IEEE Trans. Knowl. Data Eng., 2022

A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport.

[BibT_eX]

[DOI]

Simul., 2022

Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification.

[BibT_eX]

[DOI]

Neural Networks, 2022

HAPGNN: Hop-wise attentive PageRank-Based graph neural network.

[BibT_eX]

[DOI]

Minjae Lee

Inf. Sci., 2022

Safe semi-supervised learning using a bayesian neural network.

[BibT_eX]

[DOI]

Jinsoo Bae

Inf. Sci., 2022

Mixup-based classification of mixed-type defect patterns in wafer bin maps.

[BibT_eX]

[DOI]

Wooksoo Shin

Comput. Ind. Eng., 2022

Multivariate Time Series Open-Set Recognition Using Multi-Feature Extraction and Reconstruction.

[BibT_eX]

[DOI]

Hyeryeong Oh

IEEE Access, 2022

Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets.

[BibT_eX]

[DOI]

IEEE Access, 2022

Stochastic Feed-forward Attention Mechanism for Reliable Defect Classification and Interpretation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

Self-supervised Contrastive Learning for Predicting Game Strategies.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

Data Augmentation Methods for Electric Automobile Noise Design from Multi-Channel Steering Accelerometer Signals.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

2021

Hierarchical segment-channel attention network for explainable multichannel signal classification.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Addressing state space multicollinearity in solving an ozone pollution dynamic control problem.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2021

Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Preface: Data mining and decision analytics.

[BibT_eX]

[DOI]

Asil Oztekin

Ann. Oper. Res., 2021

Uncertainty-aware soft sensor using Bayesian recurrent neural networks.

[BibT_eX]

[DOI]

Jinsoo Bae

Adv. Eng. Informatics, 2021

Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors.

[BibT_eX]

[DOI]

Mingu Kwak

IEEE Access, 2021

2020

Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Sangmin Lee

IEEE Trans. Knowl. Data Eng., 2020

Outer-Points shaver: Robust graph-based clustering via node cutting.

[BibT_eX]

[DOI]

Hyungrok Do

Pattern Recognit., 2020

Machine Learning Approaches to Estimate Road Surface Temperature Variation along Road Section in Real-Time for Winter Operation.

[BibT_eX]

[DOI]

Int. J. Intell. Transp. Syst. Res., 2020

Graph Structured Sparse Subset Selection.

[BibT_eX]

[DOI]

Hyungrok Do

Myun-Seok Cheon

Inf. Sci., 2020

Intelligent traffic control for autonomous vehicle systems based on machine learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Topical keyphrase extraction with hierarchical semantic networks.

[BibT_eX]

[DOI]

Yoo Yeon Sung

Decis. Support Syst., 2020

An Ensemble Feature Ranking Algorithm for Clustering Analysis.

[BibT_eX]

[DOI]

Hua Zhong

J. Classif., 2020

Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing.

[BibT_eX]

[DOI]

Sangmin Lee

Hae Joong Kim

Appl. Soft Comput., 2020

Robust expected model change for active learning in regression.

[BibT_eX]

[DOI]

Sung Ho Park

Appl. Intell., 2020

Cooperative Multi-Agent Reinforcement Learning With Approximate Model Learning.

[BibT_eX]

[DOI]

Youngjoon Park

Young Jae Lee

IEEE Access, 2020

Early Diagnosis and Prediction of Wafer Quality Using Machine Learning on sub-10nm Logic Technology.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2019

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

[BibT_eX]

[DOI]

Sung Ho Park

J. Oper. Res. Soc., 2019

Active semi-supervised learning with multiple complementary information.

[BibT_eX]

[DOI]

Sung Ho Park

Expert Syst. Appl., 2019

Identification of I-equivalent subnetworks in Bayesian networks to incorporate experts' knowledge.

[BibT_eX]

[DOI]

Sangmin Lee

Expert Syst. J. Knowl. Eng., 2019

Process monitoring using variational autoencoder for high-dimensional nonlinear processes.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2019

Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data.

[BibT_eX]

[DOI]

Mingu Kwak

Proceedings of the Intelligent Systems and Applications, 2019

Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2019

2018

Collinear groupwise feature selection via discrete fusion group regression.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Consensus rate-based label propagation for semi-supervised classification.

[BibT_eX]

[DOI]

Inf. Sci., 2018

An overlap-sensitive margin classifier for imbalanced and overlapping data.

[BibT_eX]

[DOI]

Hankyu Lee

Expert Syst. Appl., 2018

Time-adaptive support vector data description for nonstationary process monitoring.

[BibT_eX]

[DOI]

Seulki Lee

Eng. Appl. Artif. Intell., 2018

Academic paper recommender system using multilevel simultaneous citation networks.

[BibT_eX]

[DOI]

Jieun Son

Decis. Support Syst., 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Multitask learning for virtual metrology in semiconductor manufacturing systems.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2018

Data-driven optimization for Dallas Fort Worth International Airport deicing activities.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2018

Preface: Data mining and analytics.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2018

2017

A deep learning-based sports player evaluation model based on game statistics and news articles.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Content-based filtering for recommendation systems using multiattribute networks.

[BibT_eX]

[DOI]

Jieun Son

Expert Syst. Appl., 2017

Data mining for state space orthogonalization in adaptive dynamic programming.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

2016

Recursive partitioning clustering tree algorithm.

[BibT_eX]

[DOI]

Ji Hoon Kang

Chan Hee Park

Pattern Anal. Appl., 2016

Density-based geodesic distance for identifying the noisy and nonlinear clusters.

[BibT_eX]

[DOI]

Inf. Sci., 2016

A density-based noisy graph partitioning algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

System Informatics: From Methodology to Applications.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2015

Sequential random k-nearest neighbor feature selection for high-dimensional data.

[BibT_eX]

[DOI]

Chan Hee Park

Expert Syst. Appl., 2015

Time series forecasting based on wavelet filtering.

[BibT_eX]

[DOI]

Tae Woo Joo

Expert Syst. Appl., 2015

Comparison of Novelty Score-Based Multivariate Control Charts.

[BibT_eX]

[DOI]

Gulanbaier Tuerhong

Commun. Stat. Simul. Comput., 2015

A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size.

[BibT_eX]

[DOI]

Commun. Stat. Simul. Comput., 2015

A convex version of multivariate adaptive regression splines.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2015

Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test.

[BibT_eX]

[DOI]

Jin Soo Park

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Summarization of Documents by Finding Key Sentences Based on Social Network Analysis.

[BibT_eX]

[DOI]

Su Gon Cho

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

2014

A Density-focused Support Vector Data Description Method.

[BibT_eX]

[DOI]

Poovich Phaladiganon

Qual. Reliab. Eng. Int., 2014

Gower distance-based multivariate control charts for a mixture of continuous and categorical variables.

[BibT_eX]

[DOI]

Gulanbaier Tuerhong

Expert Syst. Appl., 2014

Multivariate Control Charts Based on Hybrid Novelty Scores.

[BibT_eX]

[DOI]

Commun. Stat. Simul. Comput., 2014

Efficient computer experiment-based optimization through variable selection.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2014

Preface: Special volume on data mining and informatics.

[BibT_eX]

[DOI]

Theodore B. Trafalis

Ann. Oper. Res., 2014

2013

Principal component analysis-based control charts for multivariate nonnormal distributions.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

2012

Decision tree models for characterizing smoking patterns of older adults.

[BibT_eX]

[DOI]

Sung Seek Moon

Suk-Young Kang

Weerawat Jitpitaklert

Expert Syst. Appl., 2012

Data mining model-based control charts for multivariate and autocorrelated processes.

[BibT_eX]

[DOI]

Weerawat Jitpitaklert

Seung-June Hwang

Expert Syst. Appl., 2012

2011

Unsupervised feature selection using weighted principal components.

[BibT_eX]

[DOI]

Panaya Rattakorn

Expert Syst. Appl., 2011

Data mining modeling on the environmental impact of airport deicing activities.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Bootstrap-Based <i>T</i><sup>2</sup> Multivariate Control Charts.

[BibT_eX]

[DOI]

Commun. Stat. Simul. Comput., 2011

A nonparametric fault isolation approach through hybrid novelty score.

[BibT_eX]

[DOI]

Gulanbaier Tuerhong

Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

Daily, seasonal, and spatial patterns of PM10 in Seoul, Korea.

[BibT_eX]

[DOI]

Kyu Jong Lee

Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

Clustering algorithm-based control charts.

[BibT_eX]

[DOI]

Ji Hoon Kang

Panitarn Chongfuangprinya

Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

2010

A comparison of CUSUM, EWMA, and temporal scan statistics for detection of increases in poisson rates.

[BibT_eX]

[DOI]

Qual. Reliab. Eng. Int., 2010

Nonparametric multivariate control charts based on a linkage ranking algorithm.

[BibT_eX]

[DOI]

Helen Meyers Bush

Thuntee Sukchotrat

Qual. Reliab. Eng. Int., 2010

An effective classification procedure for diagnosis of prostate cancer in near infrared spectra.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

An effective clustering procedure of neuronal response profiles in graded thermal stimulation.

[BibT_eX]

[DOI]

Panaya Rattakorn

Yuan Bo Peng

Expert Syst. Appl., 2010

One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes.

[BibT_eX]

[DOI]

Weerawat Jitpitaklert

Thuntee Sukchotrat

Commun. Stat. Simul. Comput., 2010

A hybrid approach of goal programming for weapon systems selection.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2010

A Bayesian approach for the alignment of high-resolution NMR spectra.

[BibT_eX]

[DOI]

Zhou Wang

Basavaraj Hiremath

Ann. Oper. Res., 2010

Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest.

[BibT_eX]

[DOI]

Guangzhe Fan

Zhou Wang

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

2009

Spatio-Temporal Data Mining for Air Pollution Problems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xiaoming Huo

Kwok-Leung Tsui

Inf. Technol. Manag., 2009

Linear-mixed effects models for feature selection in high-dimensional NMR spectra.

[BibT_eX]

[DOI]

Yajun Mei

Kwok-Leung Tsui

Expert Syst. Appl., 2009

Spatial prediction of ozone concentration profiles.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2009

2008

Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2008

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

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2008

Genetic algorithm-based feature selection in high-resolution NMR spectra.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2008

2006

FBP: A Frontier-Based Tree-Pruning Algorithm.

[BibT_eX]

[DOI]

INFORMS J. Comput., 2006

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

[BibT_eX]

[DOI]

Kwok-Leung Tsui

Mark Borodovsky

Int. J. Bioinform. Res. Appl., 2006

A data-integrated nurse activity simulation model.

[BibT_eX]

[DOI]

Deborah F. Buckley-Behan

Proceedings of the Winter Simulation Conference WSC 2006, 2006

Automatic Alignment of High-Resolution NMR Spectra Using a Bayesian Estimation Approach.

[BibT_eX]

[DOI]

Zhou Wang

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Data Mining in Tree-Based Models and Large-Scale Contingency Tables.

[BibT_eX]

[DOI]