Seoung Bum Kim

151 papers A* 2C 9Misc 1Journal 122Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accuracy-informed label smoothing and logit scaling for deep neural network calibration. Appl. Soft Comput. Jinsoo Bae, Seoung Bum Kim
2026	J	`jnl`	CATS-RAG: Contextual Augmented Triplet Synthesis for RAG in Technical QA. Expert Syst. Appl. Changwook Chu, Yongtae Jeong, Hansam Cho, Jaehoon Kim, Jungmin Lee, Byungwoo Bang, Junyeon Lee, Uiseok Song, Seoung Bum Kim
2026	J	`jnl`	D-QMIX: multi-step sequential forward dynamics modeling with global state and self-attention for sample-efficient multi-agent reinforcement learning. Inf. Sci. Jung In Kim, Seoung Bum Kim
2026	J	`jnl`	HAN-Semi: A Hierarchical Attention Network for Yield Prediction Based on Production Resources in Semiconductor Manufacturing. IEEE Access Yongsu Jo, Sunhyeok Hwang, Seoung Bum Kim
2026	J	`jnl`	SFAFormer: Sampling Frequency-Aware Transformer Specialized for Unsupervised Anomaly Detection in Irregular Multivariate Time Series. Inf. Sci. Kwangeun Cho, Jungmin Lee, Seoung Bum Kim
2026	J	`jnl`	Semi-Supervised Learning Under Extreme Class Imbalance in Wafer Bin Map Defect Pattern Classification. IEEE Access Jinyong Jeong, Hyungu Kahng, Seoung Bum Kim
2025	J	`jnl`	CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning. CoRR Jinsoo Bae, Seoung Bum Kim, Hyungrok Do
2025	J	`jnl`	Corruption-based anomaly detection and interpretation in tabular data. Pattern Recognit. Chunghyup Mok, Seoung Bum Kim
2025	J	`jnl`	CowSSL: contrastive open-world semi-supervised learning for wafer bin map. J. Intell. Manuf. Insung Baek, Sung Jin Hwang, Seoung Bum Kim
2025	—	`conf`	Domain Generalization Through Domain-Expert Risk Assessment. IEA/AIE (1) Jinyong Jeong, Hyungu Kahng, Seoung Bum Kim
2025	—	`conf`	DynaMIX: Sample-Efficient Multi Agent Reinforcement Learning with Multi-step Temporal Forward Dynamics Modeling. IEA/AIE (1) Jung In Kim, Seoung Bum Kim
2025	J	`jnl`	FALL: Prior Failure Detection in Large Scale System Based on Language Model. IEEE Trans. Dependable Secur. Comput. Jaeyoon Jeong, Insung Baek, Byungwoo Bang, Jun-Yeon Lee, Uiseok Song, Seoung Bum Kim
2025	—	`conf`	Guided by Uncertainty: Semi-supervised Domain Adaptation with Curriculum and Contrastive Learning. IEA/AIE (1) Sunhyeok Hwang, Seoung Bum Kim
2025	—	`conf`	Image Denoising for Wafer Transmission Electron Microscopy Using Segment Anything-Guided Optimization. CASE Sungsu Kim, Gunhui Jang, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
2025	—	`conf`	Impact of Replay Ratios on Performance and Efficiency in Continual Learning for Skeleton-Based Action Recognition. IEA/AIE (1) Sihu Ahn, Seoung Bum Kim
2025	J	`jnl`	Improving Diffusion-Based Image Editing Faithfulness via Guidance and Scheduling. CoRR Hansam Cho, Seoung Bum Kim
2025	J	`jnl`	Improving webtoon accessibility for color vision deficiency in South Korea using deep learning. Univers. Access Inf. Soc. Seungyeon Ha, Jaehoon Kim, Sanghoon Kim, Guyoung Moon, Seoung Bum Kim, Jongok Kim, Seongcheol Kim
2025	J	`jnl`	Input-guidance diffusion model for unknown defect patterns detection in wafer bin map. Adv. Eng. Informatics Seokho Moon, Seoung Bum Kim
2025	J	`jnl`	Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Young Jae Lee, Jaehoon Kim, Youngjoon Park, Mingu Kwak, Seoung Bum Kim
2025	J	`jnl`	Mixing corrupted preferences for robust and feedback-efficient preference-based reinforcement learning. Knowl. Based Syst. Jongkook Heo, Young Jae Lee, Jaehoon Kim, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
2025	J	`jnl`	Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation. Knowl. Based Syst. Jihyun Kim, Hansam Cho, Minjung Lee, Seoung Bum Kim
2025	—	`conf`	Range-Aware Deep Learning Framework for Multi-Parameter Electrical Test Prediction in Semiconductor Manufacturing. CASE Jihyun Kim, Sunhyeok Hwang, Jinyong Jeong, Jaehoon Jeong, Kyu-Baik Chang, Hanlim Choi, Suyeon Shon, Seoung Bum Kim
2025	J	`jnl`	Robust Semantic Segmentation of Wafer Transmission Electron Microscopy Image Using Multi-Task Learning With Edge Detection. IEEE Access Yongwon Jo, Jinsoo Bae, Hansam Cho, Sungsu Kim, Heejoong Roh, Kyung Hye Kim, Munki Jo, Munuk Kim, Jaeung Tae, Seoung Bum Kim
2025	J	`jnl`	Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples. IEEE Access Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2025	J	`jnl`	Self-Supervised Learning for Vehicle Noise Prediction With Limited Labeled Data. IEEE Access Sunhyeok Hwang, Seoung Bum Kim
2025	J	`jnl`	Self-Supervised Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition. IEEE Access Jinhyeok Park, Seoung Bum Kim
2025	J	`jnl`	Semi-Supervised Learning With Wafer-Specific Augmentations for Wafer Defect Classification. IEEE Access Uk Jo, Seoung Bum Kim
2025	—	`conf`	Uncertainty-Based Instance-Dependent Noisy Label Datasets Generation. IEA/AIE (1) Jungmin Lee, Seoung Bum Kim
2025	J	`jnl`	Uncertainty-informed dynamic threshold for time series anomaly detection. Expert Syst. Appl. Jungmin Lee, Jiyoon Lee, Seoung Bum Kim
2025	J	`jnl`	Variable-Guided Attention for Multichannel Signal Anomaly Detection. IEEE Access Chunghyup Mok, Seokho Moon, Eun Soo Choi, Hong Gi Shim, Seoung Bum Kim
2025	J	`jnl`	Virtual try-on with Pose-Aware diffusion models. J. Vis. Commun. Image Represent. Taenam Park, Seoung Bum Kim
2024	C	`conf`	Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images. IEA/AIE Yongwon Jo, Jinsoo Bae, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
2024	A*	`conf`	Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis. ICLR Jonghyun Lee, Hansam Cho, Young Joon Yoo, Seoung Bum Kim, Yonghyun Jeong
2024	J	`jnl`	Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis. CoRR Jonghyun Lee, Hansam Cho, Youngjoon Yoo, Seoung Bum Kim, Yonghyun Jeong
2024	J	`jnl`	Contrastive learning with hard negative samples for chest X-ray multi-label classification. Appl. Soft Comput. Goeun Chae, Jiyoon Lee, Seoung Bum Kim
2024	J	`jnl`	Cross-subject generalizable representation learning with class-subject dual labels for biosignals. Knowl. Based Syst. Hyeonji Kim, Jaehoon Kim, Seoung Bum Kim
2024	J	`jnl`	Data science and decision analytics. Ann. Oper. Res. Victoria C. P. Chen, Seoung Bum Kim
2024	J	`jnl`	Deep semi-supervised regression via pseudo-label filtering and calibration. Appl. Soft Comput. Yongwon Jo, Hyungu Kahng, Seoung Bum Kim
2024	J	`jnl`	DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari. Knowl. Based Syst. Jaehoon Kim, Young Jae Lee, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
2024	J	`jnl`	GraphixMatch: Improving semi-supervised learning for graph classification with FixMatch. Neurocomputing Eunji Koh, Young Jae Lee, Seoung Bum Kim
2024	J	`jnl`	Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing. IEEE Access Jongwon Choi, Seoung Bum Kim
2024	J	`jnl`	Multimodal Human Action Recognition for Rehabilitation Exercise of Upper Body for Individuals With Cerebral Palsy. IEEE Trans. Syst. Man Cybern. Syst. Sihu Ahn, Yongwon Jo, Jinhyeok Park, Sangmin Kim, Jungin Kim, Seoung Bum Kim, Min-Goo Lee, Sangmin Lee, Younghoon Kim
2024	A*	`conf`	Noise Map Guidance: Inversion with Spatial Context for Real Image Editing. ICLR Hansam Cho, Jonghyun Lee, Seoung Bum Kim, Tae-Hyun Oh, Yonghyun Jeong
2024	J	`jnl`	Noise Map Guidance: Inversion with Spatial Context for Real Image Editing. CoRR Hansam Cho, Jonghyun Lee, Seoung Bum Kim, Tae-Hyun Oh, Yonghyun Jeong
2024	C	`conf`	PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation. IEA/AIE Jihyun Kim, Minjung Lee, Hansam Cho, Seoung Bum Kim
2024	J	`jnl`	Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction. IEEE Access Sejin Sim, Jinsoo Bae, Seoung Bum Kim
2024	J	`jnl`	SWISS: Signal-wise self-supervised learning to learn a multi-signal interaction for human activity recognition. Knowl. Based Syst. Saerin Lim, Young Jae Lee, Seoung Bum Kim
2024	J	`jnl`	Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples. CoRR Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2024	C	`conf`	Super-Resolution Methods for Wafer Transmission Electron Microscopy Images. IEA/AIE Sungsu Kim, Insung Baek, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
2024	J	`jnl`	Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing. IEEE Trans. Ind. Informatics Yoon-Sang Cho, Seoung Bum Kim
2024	J	`jnl`	Weakly Supervised Image Segmentation for Detecting Defects From Scanning Electron Microscopy Images in Semiconductor. IEEE Access Younghwan Lee, Seoung Bum Kim
2023	J	`jnl`	DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation. IEEE Access Changhyun Kim, Jinsoo Bae, Insung Baek, Jaeyoon Jeong, Young Jae Lee, Kiwoong Park, Sang Heun Shim, Seoung Bum Kim
2023	J	`jnl`	Failure Detection and Primary Cause Identification of Multivariate Time Series Data in Semiconductor Equipment. IEEE Access Minjae Baek, Seoung Bum Kim
2023	J	`jnl`	Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation. Appl. Soft Comput. Jiyoon Lee, Younghoon Kim, Seoung Bum Kim
2023	J	`jnl`	STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari. Neural Networks Young Jae Lee, Jaehoon Kim, Mingu Kwak, Young Joon Park, Seoung Bum Kim
2022	J	`jnl`	A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport. Simul. Hui-Chiao Jen, Brian L. Huff, Aera K. Leboulluec, Bahareh Nasirian, Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen
2022	J	`jnl`	Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series. IEEE Trans. Knowl. Data Eng. Han Kyu Lee, Jiyoon Lee, Seoung Bum Kim
2022	—	`conf`	Data Augmentation Methods for Electric Automobile Noise Design from Multi-Channel Steering Accelerometer Signals. IntelliSys (1) Yongwon Jo, Keewon Jeong, Sihu Ahn, Eunji Koh, Eunsung Ko, Seoung Bum Kim
2022	J	`jnl`	HAPGNN: Hop-wise attentive PageRank-Based graph neural network. Inf. Sci. Minjae Lee, Seoung Bum Kim
2022	J	`jnl`	Mixup-based classification of mixed-type defect patterns in wafer bin maps. Comput. Ind. Eng. Wooksoo Shin, Hyungu Kahng, Seoung Bum Kim
2022	J	`jnl`	Multivariate Time Series Open-Set Recognition Using Multi-Feature Extraction and Reconstruction. IEEE Access Hyeryeong Oh, Seoung Bum Kim
2022	J	`jnl`	Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis. IEEE Trans. Syst. Man Cybern. Syst. Yoon-Sang Cho, Seoung Bum Kim
2022	J	`jnl`	Safe semi-supervised learning using a bayesian neural network. Inf. Sci. Jinsoo Bae, Minjung Lee, Seoung Bum Kim
2022	—	`conf`	Self-supervised Contrastive Learning for Predicting Game Strategies. IntelliSys (1) Young Jae Lee, Insung Baek, Uk Jo, Jaehoon Kim, Jinsoo Bae, Keewon Jeong, Seoung Bum Kim
2022	—	`conf`	Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II. IntelliSys (1) Insung Baek, Jinsoo Bae, Keewon Jeong, Young Jae Lee, Uk Jo, Jaehoon Kim, Seoung Bum Kim
2022	J	`jnl`	Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets. IEEE Access Minjung Lee, Seoung Bum Kim
2022	—	`conf`	Stochastic Feed-forward Attention Mechanism for Reliable Defect Classification and Interpretation. IntelliSys (1) Jiyoon Lee, Chunghyup Mok, Sanghoon Kim, Seokho Moon, Seo-Yeon Kim, Seoung Bum Kim
2022	J	`jnl`	Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification. Neural Networks Jiyoon Lee, Seoung Bum Kim
2021	J	`jnl`	Addressing state space multicollinearity in solving an ozone pollution dynamic control problem. Eur. J. Oper. Res. Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger
2021	J	`jnl`	Hierarchical segment-channel attention network for explainable multichannel signal classification. Inf. Sci. Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2021	J	`jnl`	Preface: Data mining and decision analytics. Ann. Oper. Res. Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin
2021	J	`jnl`	Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering. Appl. Soft Comput. Younghoon Kim, Minjung Lee, Seoung Bum Kim
2021	J	`jnl`	Uncertainty-aware soft sensor using Bayesian recurrent neural networks. Adv. Eng. Informatics Minjung Lee, Jinsoo Bae, Seoung Bum Kim
2021	J	`jnl`	Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors. IEEE Access Mingu Kwak, Seoung Bum Kim
2020	J	`jnl`	An Ensemble Feature Ranking Algorithm for Clustering Analysis. J. Classif. Jaehong Yu, Hua Zhong, Seoung Bum Kim
2020	J	`jnl`	Cooperative Multi-Agent Reinforcement Learning With Approximate Model Learning. IEEE Access Youngjoon Park, Young Jae Lee, Seoung Bum Kim
2020	J	`jnl`	Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing. Appl. Soft Comput. Sangmin Lee, Hae Joong Kim, Seoung Bum Kim
2020	—	`conf`	Early Diagnosis and Prediction of Wafer Quality Using Machine Learning on sub-10nm Logic Technology. IRPS 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
2020	J	`jnl`	Graph Structured Sparse Subset Selection. Inf. Sci. Hyungrok Do, Myun-Seok Cheon, Seoung Bum Kim
2020	J	`jnl`	Intelligent traffic control for autonomous vehicle systems based on machine learning. Expert Syst. Appl. Sangmin Lee, Younghoon Kim, Hyungu Kahng, Soonkyo Lee, Seokhyun Chung, Taesu Cheong, Keeyong Shin, Jeehyuk Park, Seoung Bum Kim
2020	J	`jnl`	Machine Learning Approaches to Estimate Road Surface Temperature Variation along Road Section in Real-Time for Winter Operation. Int. J. Intell. Transp. Syst. Res. Choong Heon Yang, Duk Geun Yun, Jin Guk Kim, GunWoo Lee, Seoung Bum Kim
2020	J	`jnl`	Outer-Points shaver: Robust graph-based clustering via node cutting. Pattern Recognit. Younghoon Kim, Hyungrok Do, Seoung Bum Kim
2020	J	`jnl`	Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. IEEE Trans. Knowl. Data Eng. Sangmin Lee, Seoung Bum Kim
2020	J	`jnl`	Robust expected model change for active learning in regression. Appl. Intell. Sung Ho Park, Seoung Bum Kim
2020	J	`jnl`	Topical keyphrase extraction with hierarchical semantic networks. Decis. Support Syst. Yoo Yeon Sung, Seoung Bum Kim
2019	J	`jnl`	Active semi-supervised learning with multiple complementary information. Expert Syst. Appl. Sung Ho Park, Seoung Bum Kim
2019	—	`conf`	Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data. IntelliSys (2) Mingu Kwak, Seoung Bum Kim
2019	J	`jnl`	Identification of I-equivalent subnetworks in Bayesian networks to incorporate experts' knowledge. Expert Syst. J. Knowl. Eng. Sangmin Lee, Seoung Bum Kim
2019	J	`jnl`	Multivariate control charts that combine the Hotelling T2 and classification algorithms. J. Oper. Res. Soc. Sung Ho Park, Seoung Bum Kim
2019	—	`conf`	Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders. IntelliSys (1) Hyungu Kahng, Seoung Bum Kim
2019	J	`jnl`	Process monitoring using variational autoencoder for high-dimensional nonlinear processes. Eng. Appl. Artif. Intell. Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim
2019	J	`jnl`	Topical Keyphrase Extraction with Hierarchical Semantic Networks. CoRR Yoo Yeon Sung, Seoung Bum Kim
2018	J	`jnl`	Academic paper recommender system using multilevel simultaneous citation networks. Decis. Support Syst. Jieun Son, Seoung Bum Kim
2018	J	`jnl`	An overlap-sensitive margin classifier for imbalanced and overlapping data. Expert Syst. Appl. Hankyu Lee, Seoung Bum Kim
2018	J	`jnl`	Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders. CoRR 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
2018	J	`jnl`	Collinear groupwise feature selection via discrete fusion group regression. Pattern Recognit. Younghoon Kim, Seoung Bum Kim
2018	J	`jnl`	Consensus rate-based label propagation for semi-supervised classification. Inf. Sci. Jaehong Yu, Seoung Bum Kim
2018	J	`jnl`	Data-driven optimization for Dallas Fort Worth International Airport deicing activities. Ann. Oper. Res. Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen, Dachuan T. Shih, Jay M. Rosenberger, Seoung Bum Kim, Robert A. Horton
2018	J	`jnl`	Multitask learning for virtual metrology in semiconductor manufacturing systems. Comput. Ind. Eng. Chan Hee Park, Younghoon Kim, Youngjoon Park, Seoung Bum Kim
2018	J	`jnl`	Preface: Data mining and analytics. Ann. Oper. Res. Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi
2018	J	`jnl`	Time-adaptive support vector data description for nonstationary process monitoring. Eng. Appl. Artif. Intell. Seulki Lee, Seoung Bum Kim
2017	J	`jnl`	A deep learning-based sports player evaluation model based on game statistics and news articles. Knowl. Based Syst. Youngjoon Park, Hyung Seok Kim, Donghwa Kim, Hankyu Lee, Seoung Bum Kim, Pilsung Kang
2017	J	`jnl`	Content-based filtering for recommendation systems using multiattribute networks. Expert Syst. Appl. Jieun Son, Seoung Bum Kim
2017	J	`jnl`	Data mining for state space orthogonalization in adaptive dynamic programming. Expert Syst. Appl. Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim
2016	J	`jnl`	A density-based noisy graph partitioning algorithm. Neurocomputing Jaehong Yu, Seoung Bum Kim
2016	J	`jnl`	Density-based geodesic distance for identifying the noisy and nonlinear clusters. Inf. Sci. Jaehong Yu, Seoung Bum Kim
2016	J	`jnl`	Recursive partitioning clustering tree algorithm. Pattern Anal. Appl. Ji Hoon Kang, Chan Hee Park, Seoung Bum Kim
2015	J	`jnl`	A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size. Commun. Stat. Simul. Comput. Sung Won Han, Kyu Jong Lee, Hua Zhong, Seoung Bum Kim
2015	J	`jnl`	A convex version of multivariate adaptive regression splines. Comput. Stat. Data Anal. Diana L. Martinez, Dachuan T. Shih, Victoria C. P. Chen, Seoung Bum Kim
2015	J	`jnl`	Comparison of Novelty Score-Based Multivariate Control Charts. Commun. Stat. Simul. Comput. Gulanbaier Tuerhong, Seoung Bum Kim
2015	C	`conf`	Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test. IEA/AIE Jin Soo Park, Seoung Bum Kim
2015	J	`jnl`	Sequential random k-nearest neighbor feature selection for high-dimensional data. Expert Syst. Appl. Chan Hee Park, Seoung Bum Kim
2015	C	`conf`	Summarization of Documents by Finding Key Sentences Based on Social Network Analysis. IEA/AIE Su Gon Cho, Seoung Bum Kim
2015	J	`jnl`	System Informatics: From Methodology to Applications. IEEE Intell. Syst. 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, Young-Seon Jeong, Byunghoon Kim, Seung Hoon Tong, In-Kap Chang, Myong Kee Jeong, Florent Charruaud, Lishuai Li
2015	J	`jnl`	Time series forecasting based on wavelet filtering. Expert Syst. Appl. Tae Woo Joo, Seoung Bum Kim
2014	J	`jnl`	A Density-focused Support Vector Data Description Method. Qual. Reliab. Eng. Int. Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen
2014	J	`jnl`	Efficient computer experiment-based optimization through variable selection. Ann. Oper. Res. Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Venkata L. Pilla
2014	J	`jnl`	Gower distance-based multivariate control charts for a mixture of continuous and categorical variables. Expert Syst. Appl. Gulanbaier Tuerhong, Seoung Bum Kim
2014	J	`jnl`	Multivariate Control Charts Based on Hybrid Novelty Scores. Commun. Stat. Simul. Comput. Gulanbaier Tuerhong, Seoung Bum Kim, Pilsung Kang, Sungzoon Cho
2014	J	`jnl`	Preface: Special volume on data mining and informatics. Ann. Oper. Res. Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis
2013	J	`jnl`	Principal component analysis-based control charts for multivariate nonnormal distributions. Expert Syst. Appl. Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Wei Jiang
2012	J	`jnl`	Data mining model-based control charts for multivariate and autocorrelated processes. Expert Syst. Appl. Seoung Bum Kim, Weerawat Jitpitaklert, Sun-Kyoung Park, Seung-June Hwang
2012	J	`jnl`	Decision tree models for characterizing smoking patterns of older adults. Expert Syst. Appl. Sung Seek Moon, Suk-Young Kang, Weerawat Jitpitaklert, Seoung Bum Kim
2011	C	`conf`	A nonparametric fault isolation approach through hybrid novelty score. ISI Gulanbaier Tuerhong, Seoung Bum Kim
2011	J	`jnl`	Bootstrap-Based Commun. Stat. Simul. Comput. Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park
2011	C	`conf`	Clustering algorithm-based control charts. ISI Ji Hoon Kang, Seoung Bum Kim
2011	C	`conf`	Daily, seasonal, and spatial patterns of PM10 in Seoul, Korea. ISI Kyu Jong Lee, Seoung Bum Kim, Sun-Kyoung Park
2011	J	`jnl`	Data mining modeling on the environmental impact of airport deicing activities. Expert Syst. Appl. Huiyuan Fan, Prashant K. Tarun, Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Dan Bergman
2011	J	`jnl`	Unsupervised feature selection using weighted principal components. Expert Syst. Appl. Seoung Bum Kim, Panaya Rattakorn
2010	J	`jnl`	A Bayesian approach for the alignment of high-resolution NMR spectra. Ann. Oper. Res. Seoung Bum Kim, Zhou Wang, Basavaraj Hiremath
2010	J	`jnl`	A comparison of CUSUM, EWMA, and temporal scan statistics for detection of increases in poisson rates. Qual. Reliab. Eng. Int. Sung Won Han, Kwok-Leung Tsui, Bancha Ariyajunya, Seoung Bum Kim
2010	J	`jnl`	A hybrid approach of goal programming for weapon systems selection. Comput. Ind. Eng. Jaewook Lee, Suk-Ho Kang, Jay M. Rosenberger, Seoung Bum Kim
2010	J	`jnl`	An effective classification procedure for diagnosis of prostate cancer in near infrared spectra. Expert Syst. Appl. Seoung Bum Kim, Chivalai Temiyasathit, Karim Bensalah, Altug Tuncel, Jeffrey Cadeddu, Wareef Kabbani, Aditya V. Mathker, Hanli Liu
2010	J	`jnl`	An effective clustering procedure of neuronal response profiles in graded thermal stimulation. Expert Syst. Appl. Seoung Bum Kim, Panaya Rattakorn, Yuan Bo Peng
2010	C	`conf`	Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest. ICISP Guangzhe Fan, Zhou Wang, Seoung Bum Kim, Chivalai Temiyasathit
2010	J	`jnl`	Nonparametric multivariate control charts based on a linkage ranking algorithm. Qual. Reliab. Eng. Int. Helen Meyers Bush, Panitarn Chongfuangprinya, Victoria C. P. Chen, Thuntee Sukchotrat, Seoung Bum Kim
2010	J	`jnl`	One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes. Commun. Stat. Simul. Comput. Seoung Bum Kim, Weerawat Jitpitaklert, Thuntee Sukchotrat
2009	J	`jnl`	A finite-sample simulation study of cross validation in tree-based models. Inf. Technol. Manag. Seoung Bum Kim, Xiaoming Huo, Kwok-Leung Tsui
2009	J	`jnl`	Linear-mixed effects models for feature selection in high-dimensional NMR spectra. Expert Syst. Appl. Yajun Mei, Seoung Bum Kim, Kwok-Leung Tsui
2009	J	`jnl`	Spatial prediction of ozone concentration profiles. Comput. Stat. Data Anal. Chivalai Temiyasathit, Seoung Bum Kim, Sun-Kyoung Park
2009	—	`ch.`	Spatio-Temporal Data Mining for Air Pollution Problems. Encyclopedia of Data Warehousing and Mining Seoung Bum Kim, Chivalai Temiyasathit, Sun-Kyoung Park, Victoria C. P. Chen
2008	J	`jnl`	Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra. Stat. Anal. Data Min. Seoung Bum Kim, Victoria C. P. Chen, Youngja Park, Thomas R. Ziegler, Dean P. Jones
2008	J	`jnl`	Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra. Int. J. Data Min. Bioinform. Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Nana Gletsu Miller, Thomas R. Ziegler, Dean P. Jones
2008	J	`jnl`	Genetic algorithm-based feature selection in high-resolution NMR spectra. Expert Syst. Appl. Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Thomas R. Ziegler, Dean P. Jones
2006	Misc	`conf`	A data-integrated nurse activity simulation model. WSC Durai Sundaramoorthi, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger, Deborah F. Buckley-Behan
2006	—	`conf`	Automatic Alignment of High-Resolution NMR Spectra Using a Bayesian Estimation Approach. ICPR (4) Zhou Wang, Seoung Bum Kim
2006	J	`jnl`	FBP: A Frontier-Based Tree-Pruning Algorithm. INFORMS J. Comput. Xiaoming Huo, Seoung Bum Kim, Kwok-Leung Tsui, Shuchun Wang
2006	J	`jnl`	Multiple testing in large-scale contingency tables: inferring patterns of pair-wise amino acid association in beta-sheets. Int. J. Bioinform. Res. Appl. Seoung Bum Kim, Kwok-Leung Tsui, Mark Borodovsky
2005	—	`—`	Data Mining in Tree-Based Models and Large-Scale Contingency Tables. Seoung Bum Kim
2003	J	`jnl`	A Review and Analysis of the Mahalanobis - Taguchi System. Technometrics William H. Woodall, Rachelle Koudelik, Kwok-Leung Tsui, Seoung Bum Kim, Zachary G. Stoumbos, Christos P. Carvounis
2003	J	`jnl`	Response. Technometrics William H. Woodall, Rachelle Koudelik, Kwok-Leung Tsui, Seoung Bum Kim, Zachary G. Stoumbos, Christos P. Carvounis