Miyoung Shin

Orcid: 0000-0002-4850-6014

According to our database1, Miyoung Shin authored at least 33 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Using beat score maps with successive segmentation for ECG classification without R-peak detection.
Biomed. Signal Process. Control., 2024

2021
Learning Explainable Time-Morphology Patterns for Automatic Arrhythmia Classification from Short Single-Lead ECGs.
Sensors, 2021

Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals.
Sensors, 2021

Low-Cost Real-time Driver Drowsiness Detection based on Convergence of IR Images and EEG Signals.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

2017
Mining pathway associations for disease-related pathway activity analysis based on gene expression and methylation data.
BioData Min., 2017

Correlation Analysis between Electrocardiography (ECG) and Photoplethysmogram (PPG) Data for Driver's Drowsiness Detection Using Noise Replacement Method.
ICCSCI, 2017

Sleep stage classification based on noise-reduced fractal property of heart rate variability.
ICCSCI, 2017

2014
An integrative model of multi-organ drug-induced toxicity prediction using gene-expression data.
BMC Bioinform., 2014

2012
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., 2012

2011
Employing Weighted Biological Network Structure for Finding Disease Genetic Markers in SNP Association Studies.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
A gene ranking method using text-mining for the identification of disease related genes.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Application of SGRBF for level set based image segmentation.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Learning Radial Basis Function Model with Matching Score Quality for Person Authentication in Multimodal Biometrics.
Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

2008
Software Quality Classification Models.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Subsequence matching under time warping in time-series databases: observation, optimization, and performance results.
Comput. Syst. Sci. Eng., 2008

Identifying Biologically Significant Pathways by Gene Set Enrichment Analysis Using Fisher's Criterion.
Proceedings of the International Conference on Bio-Science and Bio-Technology, 2008

2007
Generating High Dimensional Data and Query Sets.
Proceedings of the SOFSEM 2007: Theory and Practice of Computer Science, 2007

Performance of TPR*-Trees for Predicting Future Positions of Moving Objects in U-Cities.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007

Path Prediction of Moving Objects on Road Networks Through Analyzing Past Trajectories.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Performance Evaluation of Embedded Garbage Collectors in CVM Environment.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Parsimonious Classifiers for Software Quality Assessment.
Proceedings of the Tenth IEEE International Symposium on High Assurance Systems Engineering (HASE 2007), 2007

2006
A Novel Approach for Effective Learning of Cluster Structures with Biological Data Applications.
Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006

An Index-Based Time-Series Subsequence Matching Under Time Warping.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Optimization of subsequence matching under time warping in time-series databases.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Music Plagiarism Detection Using Melody Databases.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

2004
Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Modeling Software Component Criticality Using a Machine Learning Approach.
Proceedings of the Artificial Intelligence and Simulation, 2004

2002
Optimization and response surfaces: Gaussian radial basis functions for simulation metamodeling.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

2001
Analysis of Postal Address Fields for Efficient Encoding of Korean Mail Pieces.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Empirical Data Modeling in Software Engineering Using Radical Basis Functions.
IEEE Trans. Software Eng., 2000

1999
Knowledge discovery and validation in software metrics databases.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

1997
Software Engineering Data Analysis Techniques (Tutorial).
Proceedings of the Pulling Together, 1997


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