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2020 – today
- 2024
[j92]Sejin Sim
, Jinsoo Bae, Seoung Bum Kim:
Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction. IEEE Access 12: 60-72 (2024)- [j91]Jongwon Choi, Seoung Bum Kim:
Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing. IEEE Access 12: 39495-39504 (2024) - [j90]Victoria C. P. Chen, Seoung Bum Kim:
Data science and decision analytics. Ann. Oper. Res. 341(1): 1-3 (2024) - [j89]Yongwon Jo, Hyungu Kahng, Seoung Bum Kim:
Deep semi-supervised regression via pseudo-label filtering and calibration. Appl. Soft Comput. 161: 111670 (2024) - [j88]Goeun Chae, Jiyoon Lee, Seoung Bum Kim:
Contrastive learning with hard negative samples for chest X-ray multi-label classification. Appl. Soft Comput. 165: 112101 (2024) - [j87]Eunji Koh, Young Jae Lee, Seoung Bum Kim:
GraphixMatch: Improving semi-supervised learning for graph classification with FixMatch. Neurocomputing 607: 128356 (2024) - [j86]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: 111464 (2024) - [j85]Hyeonji Kim, Jaehoon Kim, Seoung Bum Kim:
Cross-subject generalizable representation learning with class-subject dual labels for biosignals. Knowl. Based Syst. 295: 111855 (2024) - [j84]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: 112103 (2024) - [j83]Yoon-Sang Cho, Seoung Bum Kim:
Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing. IEEE Trans. Ind. Informatics 20(5): 7764-7776 (2024) - [j82]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): 4164-4174 (2024) - [c20]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 - [c19]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 - [c18]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: 3-9 - [c17]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: 35-40 - [c16]Jihyun Kim, Minjung Lee, Hansam Cho, Seoung Bum Kim:
PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation. IEA/AIE 2024: 291-296 - [i5]Jonghyun Lee, Hansam Cho, Youngjoon Yoo, Seoung Bum Kim, Yonghyun Jeong:
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis. CoRR abs/2401.09048 (2024) - [i4]Hansam Cho, Jonghyun Lee, Seoung Bum Kim, Tae-Hyun Oh, Yonghyun Jeong:
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing. CoRR abs/2402.04625 (2024) - [i3]Mingu Kwak, Hyungu Kahng, Seoung Bum Kim:
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples. CoRR abs/2408.01872 (2024) - 2023
- [j81]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: 46504-46512 (2023) - [j80]Minjae Baek, Seoung Bum Kim:
Failure Detection and Primary Cause Identification of Multivariate Time Series Data in Semiconductor Equipment. IEEE Access 11: 54363-54372 (2023) - [j79]Jiyoon Lee, Younghoon Kim, Seoung Bum Kim:
Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation. Appl. Soft Comput. 142: 110371 (2023) - [j78]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: 1-11 (2023) - 2022
- [j77]Minjung Lee, Seoung Bum Kim:
Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets. IEEE Access 10: 119333-119344 (2022) - [j76]Hyeryeong Oh, Seoung Bum Kim:
Multivariate Time Series Open-Set Recognition Using Multi-Feature Extraction and Reconstruction. IEEE Access 10: 120063-120073 (2022) - [j75]Wooksoo Shin, Hyungu Kahng, Seoung Bum Kim:
Mixup-based classification of mixed-type defect patterns in wafer bin maps. Comput. Ind. Eng. 167: 107996 (2022) - [j74]Jinsoo Bae, Minjung Lee, Seoung Bum Kim:
Safe semi-supervised learning using a bayesian neural network. Inf. Sci. 612: 453-464 (2022) - [j73]Minjae Lee, Seoung Bum Kim:
HAPGNN: Hop-wise attentive PageRank-Based graph neural network. Inf. Sci. 613: 435-452 (2022) - [j72]Jiyoon Lee, Seoung Bum Kim:
Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification. Neural Networks 150: 68-86 (2022) - [j71]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): 1097-1114 (2022) - [j70]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): 4102-4118 (2022) - [j69]Yoon-Sang Cho, Seoung Bum Kim:
Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis. IEEE Trans. Syst. Man Cybern. Syst. 52(7): 4374-4387 (2022) - [c15]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: 136-147 - [c14]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: 148-158 - [c13]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: 167-172 - [c12]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: 679-684 - 2021
- [j68]Mingu Kwak, Seoung Bum Kim:
Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors. IEEE Access 9: 39995-40007 (2021) - [j67]Minjung Lee, Jinsoo Bae, Seoung Bum Kim:
Uncertainty-aware soft sensor using Bayesian recurrent neural networks. Adv. Eng. Informatics 50: 101434 (2021) - [j66]Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin:
Preface: Data mining and decision analytics. Ann. Oper. Res. 303(1): 1-3 (2021) - [j65]Younghoon Kim, Minjung Lee, Seoung Bum Kim:
Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering. Appl. Soft Comput. 102: 107062 (2021) - [j64]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): 683-695 (2021) - [j63]Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim:
Hierarchical segment-channel attention network for explainable multichannel signal classification. Inf. Sci. 567: 312-331 (2021) - 2020
- [j62]Youngjoon Park, Young Jae Lee, Seoung Bum Kim:
Cooperative Multi-Agent Reinforcement Learning With Approximate Model Learning. IEEE Access 8: 125389-125400 (2020) - [j61]Sung Ho Park, Seoung Bum Kim:
Robust expected model change for active learning in regression. Appl. Intell. 50(2): 296-313 (2020) - [j60]Sangmin Lee, Hae Joong Kim, Seoung Bum Kim:
Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing. Appl. Soft Comput. 86 (2020) - [j59]Jaehong Yu, Hua Zhong, Seoung Bum Kim:
An Ensemble Feature Ranking Algorithm for Clustering Analysis. J. Classif. 37(2): 462-489 (2020) - [j58]Yoo Yeon Sung, Seoung Bum Kim:
Topical keyphrase extraction with hierarchical semantic networks. Decis. Support Syst. 128 (2020) - [j57]Sangmin 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: 113074 (2020) - [j56]Hyungrok Do, Myun-Seok Cheon, Seoung Bum Kim:
Graph Structured Sparse Subset Selection. Inf. Sci. 518: 71-94 (2020) - [j55]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): 343-355 (2020) - [j54]Younghoon Kim, Hyungrok Do, Seoung Bum Kim:
Outer-Points shaver: Robust graph-based clustering via node cutting. Pattern Recognit. 97 (2020) - [j53]Sangmin Lee, Seoung Bum Kim:
Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. IEEE Trans. Knowl. Data Eng. 32(6): 1157-1166 (2020) - [c11]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: 1-5
2010 – 2019
- 2019
- [j52]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: 13-27 (2019) - [j51]Sangmin Lee, Seoung Bum Kim:
Identification of I-equivalent subnetworks in Bayesian networks to incorporate experts' knowledge. Expert Syst. J. Knowl. Eng. 36(1) (2019) - [j50]Sung Ho Park, Seoung Bum Kim:
Active semi-supervised learning with multiple complementary information. Expert Syst. Appl. 126: 30-40 (2019) - [j49]Sung Ho Park, Seoung Bum Kim:
Multivariate control charts that combine the Hotelling T2 and classification algorithms. J. Oper. Res. Soc. 70(6): 889-897 (2019) - [c10]Hyungu Kahng, Seoung Bum Kim:
Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders. IntelliSys (1) 2019: 751-759 - [c9]Mingu Kwak, Seoung Bum Kim:
Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data. IntelliSys (2) 2019: 1222-1233 - [i2]Yoo Yeon Sung, Seoung Bum Kim:
Topical Keyphrase Extraction with Hierarchical Semantic Networks. CoRR abs/1910.07848 (2019) - 2018
- [j48]Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi:
Preface: Data mining and analytics. Ann. Oper. Res. 263(1-2): 1-3 (2018) - [j47]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): 361-384 (2018) - [j46]Chan Hee Park, Younghoon Kim, Youngjoon Park, Seoung Bum Kim:
Multitask learning for virtual metrology in semiconductor manufacturing systems. Comput. Ind. Eng. 123: 209-219 (2018) - [j45]Jieun Son, Seoung Bum Kim:
Academic paper recommender system using multilevel simultaneous citation networks. Decis. Support Syst. 105: 24-33 (2018) - [j44]Seulki Lee, Seoung Bum Kim:
Time-adaptive support vector data description for nonstationary process monitoring. Eng. Appl. Artif. Intell. 68: 18-31 (2018) - [j43]Hankyu Lee, Seoung Bum Kim:
An overlap-sensitive margin classifier for imbalanced and overlapping data. Expert Syst. Appl. 98: 72-83 (2018) - [j42]Jaehong Yu, Seoung Bum Kim:
Consensus rate-based label propagation for semi-supervised classification. Inf. Sci. 465: 265-284 (2018) - [j41]Younghoon Kim, Seoung Bum Kim:
Collinear groupwise feature selection via discrete fusion group regression. Pattern Recognit. 83: 1-13 (2018) - [i1]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 abs/1811.12627 (2018) - 2017
- [j40]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: 49-58 (2017) - [j39]Jieun Son, Seoung Bum Kim:
Content-based filtering for recommendation systems using multiattribute networks. Expert Syst. Appl. 89: 404-412 (2017) - [j38]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: 15-26 (2017) - 2016
- [j37]Jaehong Yu, Seoung Bum Kim:
A density-based noisy graph partitioning algorithm. Neurocomputing 175: 473-491 (2016) - [j36]Jaehong Yu, Seoung Bum Kim:
Density-based geodesic distance for identifying the noisy and nonlinear clusters. Inf. Sci. 360: 231-243 (2016) - [j35]Ji Hoon Kang, Chan Hee Park, Seoung Bum Kim:
Recursive partitioning clustering tree algorithm. Pattern Anal. Appl. 19(2): 355-367 (2016) - 2015
- [j34]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: 89-106 (2015) - [j33]Gulanbaier Tuerhong, Seoung Bum Kim:
Comparison of Novelty Score-Based Multivariate Control Charts. Commun. Stat. Simul. Comput. 44(5): 1126-1143 (2015) - [j32]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): 2714-2730 (2015) - [j31]Chan Hee Park, Seoung Bum Kim:
Sequential random k-nearest neighbor feature selection for high-dimensional data. Expert Syst. Appl. 42(5): 2336-2342 (2015) - [j30]Tae Woo Joo, Seoung Bum Kim:
Time series forecasting based on wavelet filtering. Expert Syst. Appl. 42(8): 3868-3874 (2015) - [j29]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:
System Informatics: From Methodology to Applications. IEEE Intell. Syst. 30(6): 12-29 (2015) - [c8]Su Gon Cho, Seoung Bum Kim:
Summarization of Documents by Finding Key Sentences Based on Social Network Analysis. IEA/AIE 2015: 285-292 - [c7]Jin Soo Park, Seoung Bum Kim:
Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test. IEA/AIE 2015: 655-664 - 2014
- [j28]Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis:
Preface: Special volume on data mining and informatics. Ann. Oper. Res. 216(1): 1-2 (2014) - [j27]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): 287-305 (2014) - [j26]Gulanbaier Tuerhong, Seoung Bum Kim, Pilsung Kang, Sungzoon Cho:
Multivariate Control Charts Based on Hybrid Novelty Scores. Commun. Stat. Simul. Comput. 43(1): 115-131 (2014) - [j25]Gulanbaier Tuerhong, Seoung Bum Kim:
Gower distance-based multivariate control charts for a mixture of continuous and categorical variables. Expert Syst. Appl. 41(4): 1701-1707 (2014) - [j24]Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen:
A Density-focused Support Vector Data Description Method. Qual. Reliab. Eng. Int. 30(6): 879-890 (2014) - 2013
- [j23]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): 3044-3054 (2013) - 2012
- [j22]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): 445-451 (2012) - [j21]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): 2073-2081 (2012) - 2011
- [j20]Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park:
Bootstrap-Based T2 Multivariate Control Charts. Commun. Stat. Simul. Comput. 40(5): 645-662 (2011) - [j19]Seoung Bum Kim, Panaya Rattakorn:
Unsupervised feature selection using weighted principal components. Expert Syst. Appl. 38(5): 5704-5710 (2011) - [j18]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): 14899-14906 (2011) - [c6]Gulanbaier Tuerhong, Seoung Bum Kim:
A nonparametric fault isolation approach through hybrid novelty score. ISI 2011: 261-266 - [c5]Ji Hoon Kang, Seoung Bum Kim:
Clustering algorithm-based control charts. ISI 2011: 272-277 - [c4]Kyu Jong Lee, Seoung Bum Kim, Sun-Kyoung Park:
Daily, seasonal, and spatial patterns of PM10 in Seoul, Korea. ISI 2011: 278-283 - 2010
- [j17]Seoung Bum Kim, Zhou Wang, Basavaraj Hiremath:
A Bayesian approach for the alignment of high-resolution NMR spectra. Ann. Oper. Res. 174(1): 19-32 (2010) - [j16]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): 521-527 (2010) - [j15]Seoung Bum Kim, Weerawat Jitpitaklert, Thuntee Sukchotrat:
One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes. Commun. Stat. Simul. Comput. 39(3): 461-474 (2010) - [j14]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): 3863-3869 (2010) - [j13]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): 5818-5826 (2010) - [j12]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): 279-289 (2010) - [j11]Helen Meyers Bush, Panitarn Chongfuangprinya, Victoria C. P. Chen, Thuntee Sukchotrat, Seoung Bum Kim:
Nonparametric multivariate control charts based on a linkage ranking algorithm. Qual. Reliab. Eng. Int. 26(7): 663-675 (2010) - [c3]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: 593-600
2000 – 2009
- 2009
- [j10]Chivalai Temiyasathit, Seoung Bum Kim, Sun-Kyoung Park:
Spatial prediction of ozone concentration profiles. Comput. Stat. Data Anal. 53(11): 3892-3906 (2009) - [j9]Yajun Mei, Seoung Bum Kim, Kwok-Leung Tsui:
Linear-mixed effects models for feature selection in high-dimensional NMR spectra. Expert Syst. Appl. 36(3): 4703-4708 (2009) - [j8]Seoung Bum Kim, Xiaoming Huo, Kwok-Leung Tsui:
A finite-sample simulation study of cross validation in tree-based models. Inf. Technol. Manag. 10(4): 223-233 (2009) - [r1]Seoung Bum Kim, Chivalai Temiyasathit, Sun-Kyoung Park, Victoria C. P. Chen:
Spatio-Temporal Data Mining for Air Pollution Problems. Encyclopedia of Data Warehousing and Mining 2009: 1815-1822 - 2008
- [j7]Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Thomas R. Ziegler, Dean P. Jones:
Genetic algorithm-based feature selection in high-resolution NMR spectra. Expert Syst. Appl. 35(3): 967-975 (2008) - [j6]Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Nana Gletsu Miller, Thomas R. Ziegler, Dean P. Jones:
Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra. Int. J. Data Min. Bioinform. 2(2): 176-192 (2008) - [j5]Seoung Bum Kim, Victoria C. P. Chen, Youngja Park, Thomas R. Ziegler, Dean P. Jones:
Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra. Stat. Anal. Data Min. 1(2): 57-66 (2008) - 2006
- [j4]Seoung Bum Kim, Kwok-Leung Tsui, Mark Borodovsky:
Multiple testing in large-scale contingency tables: inferring patterns of pair-wise amino acid association in beta-sheets. Int. J. Bioinform. Res. Appl. 2(2): 193-217 (2006) - [j3]Xiaoming Huo, Seoung Bum Kim, Kwok-Leung Tsui, Shuchun Wang:
FBP: A Frontier-Based Tree-Pruning Algorithm. INFORMS J. Comput. 18(4): 494-505 (2006) - [c2]Zhou Wang, Seoung Bum Kim:
Automatic Alignment of High-Resolution NMR Spectra Using a Bayesian Estimation Approach. ICPR (4) 2006: 667-670 - [c1]Durai Sundaramoorthi, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger, Deborah F. Buckley-Behan:
A data-integrated nurse activity simulation model. WSC 2006: 960-966 - 2005
- [b1]Seoung Bum Kim:
Data Mining in Tree-Based Models and Large-Scale Contingency Tables. Georgia Institute of Technology, Atlanta, GA, USA, 2005 - 2003
- [j2]William H. Woodall, Rachelle Koudelik, Kwok-Leung Tsui, Seoung Bum Kim, Zachary G. Stoumbos, Christos P. Carvounis:
A Review and Analysis of the Mahalanobis - Taguchi System. Technometrics 45(1): 1-15 (2003) - [j1]William H. Woodall, Rachelle Koudelik, Kwok-Leung Tsui, Seoung Bum Kim, Zachary G. Stoumbos, Christos P. Carvounis:
Response. Technometrics 45(1): 29-30 (2003)
Coauthor Index
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last updated on 2024-10-15 00:26 CEST by the dblp team
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