Miyoung Shin

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 7

Top Topics

Discriminative Classifiers

Beat Classification

Top Venues

Biomed. Signal Process. Control.

Publications

Jaewon Lee, Miyoung Shin
Using beat score maps with successive segmentation for ECG classification without R-peak detection. Biomed. Signal Process. Control. 91 (2024)
Kwang-Ju Kim, Kil-Taek Lim, Jang-Woon Baek, Miyoung Shin
Low-Cost Real-time Driver Drowsiness Detection based on Convergence of IR Images and EEG Signals. ICAIIC (2021)
Jaewon Lee, Hyeonjeong Lee, Miyoung Shin
Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals. Sensors 21 (7) (2021)
Hyeonjeong Lee, Miyoung Shin
Learning Explainable Time-Morphology Patterns for Automatic Arrhythmia Classification from Short Single-Lead ECGs. Sensors 21 (13) (2021)
Jaewon Lee, Jinwoo Kim, Miyoung Shin
Correlation Analysis between Electrocardiography (ECG) and Photoplethysmogram (PPG) Data for Driver's Drowsiness Detection Using Noise Replacement Method. ICCSCI (2017)
Hyeonjeong Lee, Miyoung Shin
Mining pathway associations for disease-related pathway activity analysis based on gene expression and methylation data. BioData Min. 10 (1) (2017)
Jinwoo Kim, Jaewon Lee, Miyoung Shin
Sleep stage classification based on noise-reduced fractal property of heart rate variability. ICCSCI (2017)
Jinwoo Kim, Miyoung Shin
An integrative model of multi-organ drug-induced toxicity prediction using gene-expression data. BMC Bioinform. 15 (S-16) (2014)
Miyoung Shin, Hyungmin Lee, Munpyo Hong
A hybrid approach to gene ranking using gene relation networks derived from literature for the identification of disease gene markers. Int. J. Data Min. Bioinform. 6 (3) (2012)
Jaeyoung Kim, Miyoung Shin
Employing Weighted Biological Network Structure for Finding Disease Genetic Markers in SNP Association Studies. BIBM (2011)
Hyungmin Lee, Miyoung Shin, Munpyo Hong
A gene ranking method using text-mining for the identification of disease related genes. BIBM (2010)
Yingxuan Zhu, Miyoung Shin, Amrit L. Goel
Application of SGRBF for level set based image segmentation. Image Processing: Algorithms and Systems (2009)
Hyunsoek Choi, Miyoung Shin
Learning Radial Basis Function Model with Matching Score Quality for Person Authentication in Multimodal Biometrics. ACIIDS (2009)
Sang-Wook Kim, Miyoung Shin
Subsequence matching under time warping in time-series databases: observation, optimization, and performance results. Comput. Syst. Sci. Eng. 23 (1) (2008)
Jaeyoung Kim, Hyungmin Lee, Miyoung Shin
Identifying Biologically Significant Pathways by Gene Set Enrichment Analysis Using Fisher's Criterion. FGCN (3: BSBT) (2008)
Chang-Il Cha, Sang-Wook Kim, Ji-Woong Chang, Miyoung Shin
Performance Evaluation of Embedded Garbage Collectors in CVM Environment. KES (1) (2007)
Sang-Wook Kim, Seok-Ho Yoon, Sang-Cheol Lee, Junghoon Lee, Miyoung Shin
Generating High Dimensional Data and Query Sets. SOFSEM (1) (2007)
Sang-Wook Kim, Jung-Im Won, Jong-Dae Kim, Miyoung Shin, Junghoon Lee, Hanil Kim
Path Prediction of Moving Objects on Road Networks Through Analyzing Past Trajectories. KES (1) (2007)
Min-Hee Jang, Sang-Wook Kim, Miyoung Shin
Performance of TPR*-Trees for Predicting Future Positions of Moving Objects in U-Cities. KES-AMSTA (2007)
Miyoung Shin, Sunida Ratanothayanon, Amrit L. Goel, Raymond A. Paul
Parsimonious Classifiers for Software Quality Assessment. HASE (2007)
Byoungchol Chang, Jaehyuk Cha, Sang-Wook Kim, Miyoung Shin
An Index-Based Time-Series Subsequence Matching Under Time Warping. KES (1) (2006)
Miyoung Shin
A Novel Approach for Effective Learning of Cluster Structures with Biological Data Applications. VDMB (2006)
Miyoung Shin
A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications. ADMA (2006)
Jeong-Il Park, Sang-Wook Kim, Miyoung Shin
Music Plagiarism Detection Using Melody Databases. KES (3) (2005)
Man-Soon Kim, Sang-Wook Kim, Miyoung Shin
Optimization of subsequence matching under time warping in time-series databases. SAC (2005)
Miyoung Shin, Amrit L. Goel
Modeling Software Component Criticality Using a Machine Learning Approach. AIS (2004)
Miyoung Shin, Seon Hee Park
Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds. KES (2004)
Miyoung Shin, Robert G. Sargent, Amrit L. Goel
Optimization and response surfaces: Gaussian radial basis functions for simulation metamodeling. WSC (2002)
Gyeonghwan Kim, Seokgoo Lee, Miyoung Shin, Yun Seok Nam
Analysis of Postal Address Fields for Efficient Encoding of Korean Mail Pieces. ICDAR (2001)
Miyoung Shin, Amrit L. Goel
Empirical Data Modeling in Software Engineering Using Radical Basis Functions. IEEE Trans. Software Eng. 26 (6) (2000)
Miyoung Shin, Amrit L. Goel
Knowledge discovery and validation in software metrics databases. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (1999)
Amrit L. Goel, Miyoung Shin
Software Engineering Data Analysis Techniques (Tutorial). ICSE (1997)