Software Engineering Data Analysis Techniques (Tutorial). - Amrit L. Goel; Miyoung Shin (ICSE, 1997)

Knowledge discovery and validation in software metrics databases. - Miyoung Shin; Amrit L. Goel (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 1999)

Empirical Data Modeling in Software Engineering Using Radical Basis Functions. - Miyoung Shin; Amrit L. Goel (IEEE Trans. Software Eng., 2000)

Analysis of Postal Address Fields for Efficient Encoding of Korean Mail Pieces. - Gyeonghwan Kim; Seokgoo Lee; Miyoung Shin; Yun Seok Nam (ICDAR, 2001)

Optimization and response surfaces: Gaussian radial basis functions for simulation metamodeling. - Miyoung Shin; Robert G. Sargent; Amrit L. Goel (WSC, 2002)

Modeling Software Component Criticality Using a Machine Learning Approach. - Miyoung Shin; Amrit L. Goel (AIS, 2004)

Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds. - Miyoung Shin; Seon Hee Park (KES, 2004)

Music Plagiarism Detection Using Melody Databases. - Jeong-Il Park; Sang-Wook Kim; Miyoung Shin (KES (3), 2005)

Optimization of subsequence matching under time warping in time-series databases. - Man-Soon Kim; Sang-Wook Kim; Miyoung Shin (SAC, 2005)

A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications. - Miyoung Shin (ADMA, 2006)

An Index-Based Time-Series Subsequence Matching Under Time Warping. - Byoungchol Chang; Jaehyuk Cha; Sang-Wook Kim; Miyoung Shin (KES (1), 2006)

A Novel Approach for Effective Learning of Cluster Structures with Biological Data Applications. - Miyoung Shin (VDMB, 2006)

Parsimonious Classifiers for Software Quality Assessment. - Miyoung Shin; Sunida Ratanothayanon; Amrit L. Goel; Raymond A. Paul (HASE, 2007)

Performance Evaluation of Embedded Garbage Collectors in CVM Environment. - Chang-Il Cha; Sang-Wook Kim; Ji-Woong Chang; Miyoung Shin (KES (1), 2007)

Path Prediction of Moving Objects on Road Networks Through Analyzing Past Trajectories. - Sang-Wook Kim; Jung-Im Won; Jong-Dae Kim; Miyoung Shin; Junghoon Lee; Hanil Kim (KES (1), 2007)

Performance of TPR*-Trees for Predicting Future Positions of Moving Objects in U-Cities. - Min-Hee Jang; Sang-Wook Kim; Miyoung Shin (KES-AMSTA, 2007)

Generating High Dimensional Data and Query Sets. - Sang-Wook Kim; Seok-Ho Yoon; Sang-Cheol Lee; Junghoon Lee; Miyoung Shin (SOFSEM (1), 2007)

Identifying Biologically Significant Pathways by Gene Set Enrichment Analysis Using Fisher's Criterion. - Jaeyoung Kim; Hyungmin Lee; Miyoung Shin (FGCN (3: BSBT), 2008)

Subsequence matching under time warping in time-series databases: observation, optimization, and performance results. - Sang-Wook Kim; Miyoung Shin (Comput. Syst. Sci. Eng., 2008)

Software Quality Classification Models. - Miyoung Shin; Amrit L. Goel (Wiley Encyclopedia of Computer Science and Engineering, 2008)

Learning Radial Basis Function Model with Matching Score Quality for Person Authentication in Multimodal Biometrics. - Hyunsoek Choi; Miyoung Shin (ACIIDS, 2009)

Application of SGRBF for level set based image segmentation. - Yingxuan Zhu; Miyoung Shin; Amrit L. Goel (Image Processing: Algorithms and Systems, 2009)

A gene ranking method using text-mining for the identification of disease related genes. - Hyungmin Lee; Miyoung Shin; Munpyo Hong (BIBM, 2010)

Employing Weighted Biological Network Structure for Finding Disease Genetic Markers in SNP Association Studies. - Jaeyoung Kim; Miyoung Shin (BIBM, 2011)

A hybrid approach to gene ranking using gene relation networks derived from literature for the identification of disease gene markers. - Miyoung Shin; Hyungmin Lee; Munpyo Hong (Int. J. Data Min. Bioinform., 2012)

An integrative model of multi-organ drug-induced toxicity prediction using gene-expression data. - Jinwoo Kim; Miyoung Shin (BMC Bioinform., 2014)

Sleep stage classification based on noise-reduced fractal property of heart rate variability. - Jinwoo Kim; Jaewon Lee; Miyoung Shin (ICCSCI, 2017)

Correlation Analysis between Electrocardiography (ECG) and Photoplethysmogram (PPG) Data for Driver's Drowsiness Detection Using Noise Replacement Method. - Jaewon Lee; Jinwoo Kim; Miyoung Shin (ICCSCI, 2017)

Mining pathway associations for disease-related pathway activity analysis based on gene expression and methylation data. - Hyeonjeong Lee; Miyoung Shin (BioData Min., 2017)

Low-Cost Real-time Driver Drowsiness Detection based on Convergence of IR Images and EEG Signals. - Kwang-Ju Kim; Kil-Taek Lim; Jang-Woon Baek; Miyoung Shin (ICAIIC, 2021)

Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals. - Jaewon Lee; Hyeonjeong Lee; Miyoung Shin (Sensors, 2021)

Learning Explainable Time-Morphology Patterns for Automatic Arrhythmia Classification from Short Single-Lead ECGs. - Hyeonjeong Lee; Miyoung Shin (Sensors, 2021)

Using beat score maps with successive segmentation for ECG classification without R-peak detection. - Jaewon Lee; Miyoung Shin (Biomed. Signal Process. Control., 2024)