Seoung Bum Kim

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 71

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Jaehoon Kim, Young Jae Lee, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari. Knowl. Based Syst. 299 (2024)
Jonghyun Lee, Hansam Cho, Youngjoon Yoo, Seoung Bum Kim, Yonghyun Jeong
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis. CoRR (2024)
Sejin Sim, Jinsoo Bae, Seoung Bum Kim
Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction. IEEE Access 12 (2024)
Yongwon Jo, Jinsoo Bae, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images. IEA/AIE (2024)
Yoon-Sang Cho, Seoung Bum Kim
Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing. IEEE Trans. Ind. Informatics 20 (5) (2024)
Hansam Cho, Jonghyun Lee, Seoung Bum Kim, Tae-Hyun Oh, Yonghyun Jeong
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing. ICLR (2024)
Jonghyun Lee, Hansam Cho, Young Joon Yoo, Seoung Bum Kim, Yonghyun Jeong
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis. ICLR (2024)
Sungsu Kim, Insung Baek, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
Super-Resolution Methods for Wafer Transmission Electron Microscopy Images. IEA/AIE (2024)
Hansam Cho, Jonghyun Lee, Seoung Bum Kim, Tae-Hyun Oh, Yonghyun Jeong
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing. CoRR (2024)
Yongwon Jo, Hyungu Kahng, Seoung Bum Kim
Deep semi-supervised regression via pseudo-label filtering and calibration. Appl. Soft Comput. 161 (2024)
Saerin Lim, Young Jae Lee, Seoung Bum Kim
SWISS: Signal-wise self-supervised learning to learn a multi-signal interaction for human activity recognition. Knowl. Based Syst. 287 (2024)
Jihyun Kim, Minjung Lee, Hansam Cho, Seoung Bum Kim
PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation. IEA/AIE (2024)
Jongwon Choi, Seoung Bum Kim
Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing. IEEE Access 12 (2024)
Sihu Ahn, Yongwon Jo, Jinhyeok Park, Sangmin Kim, Jungin Kim, Seoung Bum Kim, Min-Goo Lee, Sangmin Lee, Younghoon Kim
Multimodal Human Action Recognition for Rehabilitation Exercise of Upper Body for Individuals With Cerebral Palsy. IEEE Trans. Syst. Man Cybern. Syst. 54 (7) (2024)
Hyeonji Kim, Jaehoon Kim, Seoung Bum Kim
Cross-subject generalizable representation learning with class-subject dual labels for biosignals. Knowl. Based Syst. 295 (2024)
Changhyun Kim, Jinsoo Bae, Insung Baek, Jaeyoon Jeong, Young Jae Lee, Kiwoong Park, Sang Heun Shim, Seoung Bum Kim
DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation. IEEE Access 11 (2023)
Young Jae Lee, Jaehoon Kim, Mingu Kwak, Young Joon Park, Seoung Bum Kim
STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari. Neural Networks 160 (2023)
Minjae Baek, Seoung Bum Kim
Failure Detection and Primary Cause Identification of Multivariate Time Series Data in Semiconductor Equipment. IEEE Access 11 (2023)
Jiyoon Lee, Younghoon Kim, Seoung Bum Kim
Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation. Appl. Soft Comput. 142 (2023)
Hyeryeong Oh, Seoung Bum Kim
Multivariate Time Series Open-Set Recognition Using Multi-Feature Extraction and Reconstruction. IEEE Access 10 (2022)
Minjae Lee, Seoung Bum Kim
HAPGNN: Hop-wise attentive PageRank-Based graph neural network. Inf. Sci. 613 (2022)
Yoon-Sang Cho, Seoung Bum Kim
Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Insung Baek, Jinsoo Bae, Keewon Jeong, Young Jae Lee, Uk Jo, Jaehoon Kim, Seoung Bum Kim
Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II. IntelliSys (1) (2022)
Jinsoo Bae, Minjung Lee, Seoung Bum Kim
Safe semi-supervised learning using a bayesian neural network. Inf. Sci. 612 (2022)
Yongwon Jo, Keewon Jeong, Sihu Ahn, Eunji Koh, Eunsung Ko, Seoung Bum Kim
Data Augmentation Methods for Electric Automobile Noise Design from Multi-Channel Steering Accelerometer Signals. IntelliSys (1) (2022)
Han Kyu Lee, Jiyoon Lee, Seoung Bum Kim
Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Jiyoon Lee, Chunghyup Mok, Sanghoon Kim, Seokho Moon, Seo-Yeon Kim, Seoung Bum Kim
Stochastic Feed-forward Attention Mechanism for Reliable Defect Classification and Interpretation. IntelliSys (1) (2022)
Jiyoon Lee, Seoung Bum Kim
Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification. Neural Networks 150 (2022)
Minjung Lee, Seoung Bum Kim
Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets. IEEE Access 10 (2022)
Young Jae Lee, Insung Baek, Uk Jo, Jaehoon Kim, Jinsoo Bae, Keewon Jeong, Seoung Bum Kim
Self-supervised Contrastive Learning for Predicting Game Strategies. IntelliSys (1) (2022)
Wooksoo Shin, Hyungu Kahng, Seoung Bum Kim
Mixup-based classification of mixed-type defect patterns in wafer bin maps. Comput. Ind. Eng. 167 (2022)
Hui-Chiao Jen, Brian L. Huff, Aera K. Leboulluec, Bahareh Nasirian, Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen
A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport. Simul. 98 (12) (2022)
Minjung Lee, Jinsoo Bae, Seoung Bum Kim
Uncertainty-aware soft sensor using Bayesian recurrent neural networks. Adv. Eng. Informatics 50 (2021)
Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger
Addressing state space multicollinearity in solving an ozone pollution dynamic control problem. Eur. J. Oper. Res. 289 (2) (2021)
Mingu Kwak, Seoung Bum Kim
Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors. IEEE Access 9 (2021)
Younghoon Kim, Minjung Lee, Seoung Bum Kim
Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering. Appl. Soft Comput. 102 (2021)
Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin
Preface: Data mining and decision analytics. Ann. Oper. Res. 303 (1) (2021)
Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
Hierarchical segment-channel attention network for explainable multichannel signal classification. Inf. Sci. 567 (2021)
Youngjoon Park, Young Jae Lee, Seoung Bum Kim
Cooperative Multi-Agent Reinforcement Learning With Approximate Model Learning. IEEE Access 8 (2020)
Sang Min Lee, Younghoon Kim, Hyungu Kahng, Soonkyo Lee, Seokhyun Chung, Taesu Cheong, Keeyong Shin, Jeehyuk Park, Seoung Bum Kim
Intelligent traffic control for autonomous vehicle systems based on machine learning. Expert Syst. Appl. 144 (2020)
Jaehong Yu, Hua Zhong, Seoung Bum Kim
An Ensemble Feature Ranking Algorithm for Clustering Analysis. J. Classif. 37 (2) (2020)
Sung Ho Park, Seoung Bum Kim
Robust expected model change for active learning in regression. Appl. Intell. 50 (2) (2020)
Younghoon Kim, Hyungrok Do, Seoung Bum Kim
Outer-Points shaver: Robust graph-based clustering via node cutting. Pattern Recognit. 97 (2020)
Sang Min Lee, Hae Joong Kim, Seoung Bum Kim
Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing. Appl. Soft Comput. 86 (2020)
Choong Heon Yang, Duk Geun Yun, Jin Guk Kim, Gunwoo Lee, Seoung Bum Kim
Machine Learning Approaches to Estimate Road Surface Temperature Variation along Road Section in Real-Time for Winter Operation. Int. J. Intell. Transp. Syst. Res. 18 (2) (2020)
Hyungrok Do, Myun-Seok Cheon, Seoung Bum Kim
Graph Structured Sparse Subset Selection. Inf. Sci. 518 (2020)
Yoo yeon Sung, Seoung Bum Kim
Topical keyphrase extraction with hierarchical semantic networks. Decis. Support Syst. 128 (2020)
Sang Min Lee, Seoung Bum Kim
Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Heung-Kook Ko, Sena Park, Jihyun Ryu, Sung Ryul Kim, Giwon Lee, Dongjoon Lee, Sangwoo Pae, Euncheol Lee, Yongsun Ji, Hai Jiang, Taeyoung Jeong, Taiki Uemura, Dongkyun Kwon, Hyungrok Do, Hyungu Kahng, Yoon-Sang Cho, Jiyoon Lee, Seoung Bum Kim
Early Diagnosis and Prediction of Wafer Quality Using Machine Learning on sub-10nm Logic Technology. IRPS (2020)
Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim
Process monitoring using variational autoencoder for high-dimensional nonlinear processes. Eng. Appl. Artif. Intell. 83 (2019)
Hyungu Kahng, Seoung Bum Kim
Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders. IntelliSys (1) (2019)
Sung Ho Park, Seoung Bum Kim
Multivariate control charts that combine the Hotelling T2 and classification algorithms. J. Oper. Res. Soc. 70 (6) (2019)
Sang Min Lee, Seoung Bum Kim
Identification of I-equivalent subnetworks in Bayesian networks to incorporate experts' knowledge. Expert Syst. J. Knowl. Eng. 36 (1) (2019)
Yoo yeon Sung, Seoung Bum Kim
Topical Keyphrase Extraction with Hierarchical Semantic Networks. CoRR (2019)
Sung Ho Park, Seoung Bum Kim
Active semi-supervised learning with multiple complementary information. Expert Syst. Appl. 126 (2019)
Mingu Kwak, Seoung Bum Kim
Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data. IntelliSys (2) (2019)
Hankyu Lee, Seoung Bum Kim
An overlap-sensitive margin classifier for imbalanced and overlapping data. Expert Syst. Appl. 98 (2018)
Seulki Lee, Seoung Bum Kim
Time-adaptive support vector data description for nonstationary process monitoring. Eng. Appl. Artif. Intell. 68 (2018)
Hyungu Kahng, Yonghyun Jung, Yoon-Sang Cho, Gonie Ahn, Youngjoon Park, Uk Jo, Hankyu Lee, Hyungrok Do, Junseung Lee, Hyunjin Choi, Iljoo Yoon, Hyunjae Lee, Daehun Jun, Changhyeon Bae, Seoung Bum Kim
Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders. CoRR (2018)
Younghoon Kim, Seoung Bum Kim
Collinear groupwise feature selection via discrete fusion group regression. Pattern Recognit. 83 (2018)
Chan Hee Park, Younghoon Kim, Youngjoon Park, Seoung Bum Kim
Multitask learning for virtual metrology in semiconductor manufacturing systems. Comput. Ind. Eng. 123 (2018)
Jaehong Yu, Seoung Bum Kim
Consensus rate-based label propagation for semi-supervised classification. Inf. Sci. 465 (2018)
Jieun Son, Seoung Bum Kim
Academic paper recommender system using multilevel simultaneous citation networks. Decis. Support Syst. 105 (2018)
Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen, Dachuan T. Shih, Jay M. Rosenberger, Seoung Bum Kim, Robert A. Horton
Data-driven optimization for Dallas Fort Worth International Airport deicing activities. Ann. Oper. Res. 263 (1-2) (2018)
Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi
Preface: Data mining and analytics. Ann. Oper. Res. 263 (1-2) (2018)
Youngjoon Park, Hyung Seok Kim, DongHwa Kim, Hankyu Lee, Seoung Bum Kim, Pilsung Kang
A deep learning-based sports player evaluation model based on game statistics and news articles. Knowl. Based Syst. 138 (2017)
Jieun Son, Seoung Bum Kim
Content-based filtering for recommendation systems using multiattribute networks. Expert Syst. Appl. 89 (2017)
Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim
Data mining for state space orthogonalization in adaptive dynamic programming. Expert Syst. Appl. 76 (2017)
Jaehong Yu, Seoung Bum Kim
A density-based noisy graph partitioning algorithm. Neurocomputing 175 (2016)
Ji Hoon Kang, Chan Hee Park, Seoung Bum Kim
Recursive partitioning clustering tree algorithm. Pattern Anal. Appl. 19 (2) (2016)
Jaehong Yu, Seoung Bum Kim
Density-based geodesic distance for identifying the noisy and nonlinear clusters. Inf. Sci. 360 (2016)
Gulanbaier Tuerhong, Seoung Bum Kim
Comparison of Novelty Score-Based Multivariate Control Charts. Commun. Stat. Simul. Comput. 44 (5) (2015)
Kang Zhao, Yao Xie, Kwok-Leung Tsui, Qingming Wei, Wenpo Huang, Wei Jiang, Yanting Li, Su Gon Cho, Seoung Bum Kim, Kaibo Liu, Jianjun Shi, Youngseon Jeong, Byunghoon Kim, Seung Hoon Tong, In-Kap Chang, Myong Kee Jeong, Florent Charruaud, Lishuai Li
System Informatics: From Methodology to Applications. IEEE Intell. Syst. 30 (6) (2015)
Chan Hee Park, Seoung Bum Kim
Sequential random k-nearest neighbor feature selection for high-dimensional data. Expert Syst. Appl. 42 (5) (2015)
Tae Woo Joo, Seoung Bum Kim
Time series forecasting based on wavelet filtering. Expert Syst. Appl. 42 (8) (2015)
Su Gon Cho, Seoung Bum Kim
Summarization of Documents by Finding Key Sentences Based on Social Network Analysis. IEA/AIE (2015)
Jin Soo Park, Seoung Bum Kim
Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test. IEA/AIE (2015)
Sung Won Han, Kyu Jong Lee, Hua Zhong, Seoung Bum Kim
A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size. Commun. Stat. Simul. Comput. 44 (10) (2015)
Diana L. Martinez, Dachuan T. Shih, Victoria C. P. Chen, Seoung Bum Kim
A convex version of multivariate adaptive regression splines. Comput. Stat. Data Anal. 81 (2015)
Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Venkata L. Pilla
Efficient computer experiment-based optimization through variable selection. Ann. Oper. Res. 216 (1) (2014)
Gulanbaier Tuerhong, Seoung Bum Kim
Gower distance-based multivariate control charts for a mixture of continuous and categorical variables. Expert Syst. Appl. 41 (4) (2014)
Gulanbaier Tuerhong, Seoung Bum Kim, Pilsung Kang, Sungzoon Cho
Multivariate Control Charts Based on Hybrid Novelty Scores. Commun. Stat. Simul. Comput. 43 (1) (2014)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen
A Density-focused Support Vector Data Description Method. Qual. Reliab. Eng. Int. 30 (6) (2014)
Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis
Preface: Special volume on data mining and informatics. Ann. Oper. Res. 216 (1) (2014)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Wei Jiang
Principal component analysis-based control charts for multivariate nonnormal distributions. Expert Syst. Appl. 40 (8) (2013)
Sung Seek Moon, Suk-Young Kang, Weerawat Jitpitaklert, Seoung Bum Kim
Decision tree models for characterizing smoking patterns of older adults. Expert Syst. Appl. 39 (1) (2012)
Seoung Bum Kim, Weerawat Jitpitaklert, Sun-Kyoung Park, Seung-June Hwang
Data mining model-based control charts for multivariate and autocorrelated processes. Expert Syst. Appl. 39 (2) (2012)
Gulanbaier Tuerhong, Seoung Bum Kim
A nonparametric fault isolation approach through hybrid novelty score. ISI (2011)
Seoung Bum Kim, Panaya Rattakorn
Unsupervised feature selection using weighted principal components. Expert Syst. Appl. 38 (5) (2011)
Ji Hoon Kang, Seoung Bum Kim
Clustering algorithm-based control charts. ISI (2011)
Kyu Jong Lee, Seoung Bum Kim, Sun-Kyoung Park
Daily, seasonal, and spatial patterns of PM10 in Seoul, Korea. ISI (2011)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park
Multivariate Control Charts. Commun. Stat. Simul. Comput. 40 (5) (2011)
Huiyuan Fan, Prashant K. Tarun, Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Dan Bergman
Data mining modeling on the environmental impact of airport deicing activities. Expert Syst. Appl. 38 (12) (2011)
Guangzhe Fan, Zhou Wang, Seoung Bum Kim, Chivalai Temiyasathit
Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest. ICISP (2010)
Seoung Bum Kim, Weerawat Jitpitaklert, Thuntee Sukchotrat
One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes. Commun. Stat. Simul. Comput. 39 (3) (2010)
Jaewook Lee, Suk-Ho Kang, Jay M. Rosenberger, Seoung Bum Kim
A hybrid approach of goal programming for weapon systems selection. Comput. Ind. Eng. 58 (3) (2010)
Seoung Bum Kim, Zhou Wang, Basavaraj Hiremath
A Bayesian approach for the alignment of high-resolution NMR spectra. Ann. Oper. Res. 174 (1) (2010)
Sung Won Han, Kwok-Leung Tsui, Bancha Ariyajunya, Seoung Bum Kim
A comparison of CUSUM, EWMA, and temporal scan statistics for detection of increases in poisson rates. Qual. Reliab. Eng. Int. 26 (3) (2010)
Seoung Bum Kim, Chivalai Temiyasathit, Karim Bensalah, Altug Tuncel, Jeffrey Cadeddu, Wareef Kabbani, Aditya V. Mathker, Hanli Liu
An effective classification procedure for diagnosis of prostate cancer in near infrared spectra. Expert Syst. Appl. 37 (5) (2010)
Seoung Bum Kim, Panaya Rattakorn, Yuan Bo Peng
An effective clustering procedure of neuronal response profiles in graded thermal stimulation. Expert Syst. Appl. 37 (8) (2010)

Seoung Bum Kim.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Seoung Bum Kim