논문

HIFI AI | 2022.07.04


번호저자제목발행연도
43Kwon H., Kim S.*Restricted-Area Adversarial Example Attack for Image Captioning Model, Wireless Communications and Mobile Computing, *Corresponding author. 2022
42Lee Y., Oh J. and Kim S.*Integrated Analytic Methodology Using Visual Image and Meta-Data for Product Recommendation, Quantitative Bio-Science, *Corresponding author. 2022
41Kim S. and Kim S.*Automatic Size Measurement of Garments Using Vision Deep Learning Models and Point-Cloud Data, Applied Science, *Corresponding author. (Datasets)2022
40Ko K.*, Kim S.* and Kwon H.Audio Adversarial Example Using Specific Area Modulation for Speech Recognition System, in review, *Co-first author.2022
39Ko K.*, Kim S.* and Kwon H.Multi-targeted Audio Adversarial Example in Evasion Attack on Speech Recognition System, in review, *Co-first author.2022
38Kwon H., Ko K. and Kim S.*Optimized Adversarial Example Without Pattern Vulnerability of Classification Score, IEEE Access, *Corresponding author.2022
37Jung S., Min J., Jung S., Suh S., Heo S. and Kim S.*Dental Image Data Generation for Instance Segmentation using Generative Adversarial Networks, Computational and Mathematical Methods in Medicine, *Corresponding author.2022
36Ko K.*, Gwak H., Lee E., Kim G., Moon D., Cho Y. and Kim S.*Action recognition models to monitor illegal dumping using zoom-in image sequence data, Quantitative Bio-Science, *Corresponding author.2021
35Ko K., Kwak H., Thoummala N., Kwon H. and Kim S.*SqueezeFace: Integrative Face Recognition Methods with LiDAR Sensors, Journal of Sensors, *Corresponding author.2021
34Lee H., Thoummala N., Park H., Ham S., Yu J., Hwang J., Heo S., Kim S.*AI-based Dental Prostheses Fabrication using Generative Adversarial Networks, Quantitative Bio-Science, *Corresponding auther.2021
33Park Y., Lee H., Shin J., Chon K., Kim S., Cho K., Kim J. and Baek S.A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir, Journal of Environmental Management.2021
32Han J., Cho K., Lim W. and Kim S.*Reinforcement learning guided by double replay memory, Journal of Sensors, ∗Corresponding author. (Code)2021
31Park Y., Kim S., Chon K., Lee H., Kim J. and Shin J. Impacts of heavy rain and floodwater on floating debris entering an artificial lake (Daecheong Reservoir, Korea) During the summer, Desalination and Water Treatment.2021
30Suh S., Park Y., Ko K., Yang S., Ahn J., Shin J. and Kim S.*Weighted Mask R-CNN for Improving Adjacent Boundary Segmentation, ∗Corresponding author. (Datasets)2020
29Kim S., Heo S., Yang S., Han J. and Jung S.Instance Segmentation Guided by Weight Map with an Application to Tooth Boundary Detection, Quantitative BioScience.2020
28Jung S., Lee E., Lee Y., Ko J., Lee S., Cho J. and Kim S.*Estimation of Particulate Levels Using Deep Dehazing Network and Temporal Prior, Journal of Sensors, ∗Corresponding author.2020
27Min J., Jung S., Jung S., Yang S. and Kim S.*Grammatical Error Correction Models for Korean Language via Pre-trained Denoising, Quantitative Bio-Science, ∗Corresponding author.2020
26Kim S., Jung S., Yang S., Han J., Lee B., Lee J. and Han S.Vision-based Deep Q-learning Network Models to Predict Particulate Matter Concentration Levels using Temporal Digital Image Data, Journal of Sensors (SCIE).2019
25Lim J., Bang S., Kim J., Park C., Cho J. and Kim S.*Integrative deep learning for identifying differentially expressed(DE) biomarkers, Computational and Mathematical Methods in Medicine (SCIE), ∗Corresponding author.2019
24Han S., Park S., Zhong H., Ryu E., Wang P., Jung S., Lim J., Yoon J.* and Kim S.*Estimation of joint directed acyclic graphs with lasso family for gene networks, Communications in Statistics - Simulation and Computation (SCIE).2019
23Lim J., Cho J., Kim J., Kim J. and Kim S.*Deeper Integrative Neural Network Analysis for Multi-level Omics Data, Quantitative Bio-Science, ∗Corresponding author.2019
22Hwang U., Jeong J., Kim J., Cho S. and Kim S.* Computer Vision-based Method to Detect Fire Using Color Variation in Temporal Domain, Quantitative BioScience, ∗Corresponding author.2019
21Kim S.* and Kim S.Vision-based Predictive Model on Particulates via Deep Learning, Journal of Electrical Engineering & Technology (SCIE) ∗ Corresponding author.2018
20Lee J., Jhong J., Cho Y., Kim S., Koo J.Penalized log-density estimation using Legendre polynomials, Communications in Statistics - Simulation and Computation (SCIE).2018
19Lee J., Kim S.*, Jhong J. and Koo J. Variable Selection and Joint Estimation of Mean and Covariance Models with an Application to eQTL Data, Computational and athematical Methods in Medicine (SCIE), ∗Corresponding author.2018
18Kim S., Kang D. D., Park Y. and Tseng G. C.Meta-analytic Principal Component Analysis in Integrative Omics Application, Bioinformatics (SCI).2018
17Ma T., Huo Z., Kuo A., Zhu L., Fang Z., Zeng X., Lin C., Liu S., Wang L., Rahman T., Chang L., Kim S. et al.MetaOmics: Analysis Pipeline and Browser-based Software Suite for Transcriptomic Meta-Analysis, Bioinformatics (SCI).2018
16Kim S., Jhong J., Lee J., Koo J-Y., Lee B. and Han S.Node-Structured Integrative Gaussian Graphical Models Guided by Pathway Information, Computational and Mathematical Methods in Medicine (SCIE).2017
15Kim S., Oesterreich S., Kim S., Park Y. and Tseng G. C.Integrative Clustering of Multi-level Omics Data for Disease Subtype Discovery Using Sequential Double Regularization, Received the Distinguished Student Paper Award for ENAR 2015 and ASA Biometrics Section David P Byar Travel Award at JSM 2015, Biostatistics, 18(1):165-179 (SCIE).2017
14Jhong J., Lee J., Kim S., Koo J-Y.Joint Modeling for Mean Vector and Covariance Estimation with l1-Penalty, Quantitative Bio-Science.2017
13Jung H., Kim S., Lee J., Kim J., Han S. Differential network analysis for Triple positive and Triple negative breast cancer genes, Journal of Breast Cancer (SCIE).2017
12Kim S., Lin C. and Tseng G. C.MetaKTSP: A Meta-Analytic Top Scoring Pair Method for Robust Cross-Study Validation of Omics Prediction Analysis, Bioinformatics, 32:1966-1973 (SCI).2016
11Kim S., Lee J., Jhong J. and Koo J-Y. Meta-analytic Support Vector Machine for Integrating Multiple Omics Data, BioData Mining, 10:2 (SCIE).2017
10Han S.∗, Kim S.∗, Seok J., Yoon J. and Zhong H.Estimation of Directed Subnetworks in Ultra High Dimensional Data for Gene Network Problem, Statistics and Its Interface (SCIE), ∗Joint first authors.2017
9Kim S.Weighted K-means Support Vector Machine for Cancer Prediction, SpringerPlus (section in statistics), 5:1162 (SCIE).2016
8Zhu L., Ding Y., Chen C., Huo Z., Kim S., Oesterreich S. and Tseng G. C. MetaDCN: meta-analytic framework for differential coexpression network detection with an application to breast cancer, Bioinformatics (SCI).2016
7Hwang H., Kim S. and Kim H.Reversible Data Hiding Using Sparse Least Square Predictor via the Lasso, EURASIP Journal on Image and Video Processing, 2016:42 (SCIE).2016
6Schwaderer A., Wang H., Kim S., Kline J., Liang D., Brophy P., et al.Polymorphisms in α-Defensin-Encoding DEFA1A3 Associate with Urinary Tract Infection Risk in Children with Vesicoureteral Reflux, Journal of the American Society of Nephrology (SCIE).2016
5Kim S., Herazo-Maya J. D., Kang D. D., Juan-Guardela B. M., Tedrow J., Martinez F.J., Sciurba F.C., Tseng G.C. and Kaminski N.Integrative Phenotyping Framework (iPF): Integrative Clustering of Multiple Omics Data Identifies Novel Lung Disease Subphenotypes, BMC Genomics, 16:924 (SCIE).2015
4Liu S., Tsai W., Ding Y., Chen R., Fang Z., Huo Z., Kim S., Ma T., Chang T., Priedigkeit M., Lee A., Luo J., Wang H., Chung I., Tseng G., Comprehensive evaluation of fusion transcript detection algorithms and a meta-caller to combine top performing methods in paired-end RNA-seq data, Nucleic Acids Research, 17 (SCI).2015
3Suryawanshi S., Budiu R. A., Elishaev E., Zhang L., Kim S., Tseng C. G., MantiaSmaldone G., Ma T., Donnellan N., Lee T., Mansuria S., Edwards R., Huang X. and Vlad A. M.Complement Pathway Is Frequently Altered in Endometriosis and Endometriosis-Associated Ovarian Cancer, Clinical Cancer Research, 23, 6163-74 (SCIE).2014
2Herazo-Maya J. D.*, Noth I.*, Duncan S. R.*, Kim S., Ma S., Tseng G. C., Feingold E., Juan-Guardela B. M., Richards T. J., Lussier. Y., Huang Y., Vij R., Lindell K. O., Xue J., Gibson K. F., Shapiro S. D., Garcia J. G., and Kaminski N. Peripheral BloodMononuclear Cell Gene Expression Profiles Predict Poor Outcome in Idiopathic Pulmonary Fibrosis, Science Translational Medicine, 5, 205-136 (SCIE).2013
1Suh Y., Kim S., Kim S., Park J., Lim H., Park H., Choi H., Ng D., Lee M., and Nam M.Combined Genome-Wide Linkage and Association Analyses of Fasting Glucose Level in Healthy Twins and Families of Korea, Journal of Korean Medical Science, 28, 415- 423 (SCI).2013