Taesung Park
Orcid: 0000-0002-8294-590X
According to our database1,
Taesung Park
authored at least 153 papers
between 2003 and 2024.
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Bibliography
2024
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
ACM Trans. Graph., 2022
Hierarchical Structured Component Analysis for Microbiome Data Using Taxonomy Assignments.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Bioinform., 2022
Bioinform., 2022
DeepHisCoM: deep learning pathway analysis using hierarchical structural component models.
Briefings Bioinform., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Evaluation of statistical methods for the analysis of crossover designs with repeated measurements.
Int. J. Data Min. Bioinform., 2021
Int. J. Data Min. Bioinform., 2021
Spatial rank-based multifactor dimensionality reduction to detect gene-gene interactions for multivariate phenotypes.
BMC Bioinform., 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Int. J. Data Min. Bioinform., 2020
Systematic investigation of hyperparameters on performance of deep neural networks: application to ovarian cancer phenotypes.
Int. J. Data Min. Bioinform., 2020
Two-stage clustering analysis to detect pattern change of biomarker expression between experimental conditions.
Int. J. Data Min. Bioinform., 2020
Ensemble of deep learning models to predict platinum resistance in high grade serous ovarian cancer.
Int. J. Data Min. Bioinform., 2020
Deep learning-based classification and interpretation of gene expression data from cancer and normal tissues.
Int. J. Data Min. Bioinform., 2020
A Customizable Dynamic Scenario Modeling and Data Generation Platform for Autonomous Driving.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis.
Int. J. Data Min. Bioinform., 2019
Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes.
Int. J. Data Min. Bioinform., 2019
Detecting differential DNA methylation from sequencing of bisulfite converted DNA of diverse species.
Briefings Bioinform., 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Identification of hyperparameters with high effects on performance of deep neural networks: application to clinicopathological data of ovarian cancer.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Functional conservation of sequence determinants at rapidly evolving regulatory regions across mammals.
PLoS Comput. Biol., 2018
J. Bioinform. Comput. Biol., 2018
Int. J. Data Min. Bioinform., 2018
Gene-gene interaction analysis for quantitative trait using cluster-based multifactor dimensionality reduction method.
Int. J. Data Min. Bioinform., 2018
Int. J. Data Min. Bioinform., 2018
Int. J. Data Min. Bioinform., 2018
Int. J. Data Min. Bioinform., 2018
Int. J. Data Min. Bioinform., 2018
GxGrare: gene-gene interaction analysis method for rare variants from high-throughput sequencing data.
BMC Syst. Biol., 2018
Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes.
BMC Bioinform., 2018
BMC Bioinform., 2018
Drug response prediction model using a hierarchical structural component modeling method.
BMC Bioinform., 2018
Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype.
BioData Min., 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Deep Learning-based Identification of Cancer or Normal Tissue using Gene Expression Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Int. J. Data Min. Bioinform., 2017
Int. J. Data Min. Bioinform., 2017
Multivariate summary approach to omics data from crossover design with two repeated factors.
Int. J. Data Min. Bioinform., 2017
Comput. Stat. Data Anal., 2017
An empirical fuzzy multifactor dimensionality reduction method for detecting gene-gene interactions.
BMC Genom., 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Cluster-based multifactor dimensionality reduction method to identify gene-gene interactions for quantitative traits in genome-wide studies.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Risk prediction using common and rare genetic variants: Application to Type 2 diabetes.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
J. Bioinform. Comput. Biol., 2016
Conditional estimation of local pooled dispersion parameter in small-sample RNA-Seq data improves differential expression test.
J. Bioinform. Comput. Biol., 2016
Estimating functional coupling between cancer gene sub-networks using novel interaction measures.
Int. J. Data Min. Bioinform., 2016
Principal variable approach to multipurpose SNP selection in genetic association studies.
Int. J. Data Min. Bioinform., 2016
Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods.
Int. J. Data Min. Bioinform., 2016
Multifactor dimensionality reduction analysis of multiple binary traits for gene-gene interaction.
Int. J. Data Min. Bioinform., 2016
The effect of impurity of reference peptides on normalisation in selected reaction monitoring experiments.
Int. J. Data Min. Bioinform., 2016
Int. J. Data Min. Bioinform., 2016
Int. J. Data Min. Bioinform., 2016
A novel fuzzy set based multifactor dimensionality reduction method for detecting gene-gene interaction.
Comput. Biol. Chem., 2016
A unified model based multifactor dimensionality reduction framework for detecting gene-gene interactions.
Bioinform., 2016
Bioinform., 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve.
Comput. Stat. Data Anal., 2015
Family-based association analysis: a fast and efficient method of multivariate association analysis with multiple variants.
BMC Bioinform., 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Competitive pathway analysis using Structural Equation Models (CPA-SEM) for gene expression data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Int. J. Data Min. Bioinform., 2014
Personalized identification of altered pathways in cancer using accumulated normal tissue data.
Bioinform., 2014
Cancer survival classification using integrated data sets and intermediate information.
Artif. Intell. Medicine, 2014
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Multifactor dimendionality reduction analysis for gene-gene interaction of multiple binary traits.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Genome-wide association analysis with matched samples discloses additional novel risk loci.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Integrative analysis of time course microarray data and DNA sequence data via log-linear models for identifying dynamic transcriptional regulatory networks.
Int. J. Data Min. Bioinform., 2013
Multivariate generalized multifactor dimensionality reduction to detect gene-gene interactions.
BMC Syst. Biol., 2013
Computational methods for cancer survival classification using intermediate information.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
cuGWAM: Genome-wide Association Multifactor Dimensionality reduction using CUDA-enabled high-performance graphics processing unit.
Int. J. Data Min. Bioinform., 2012
Int. J. Data Min. Bioinform., 2012
Int. J. Data Min. Bioinform., 2012
Phenotype prediction from genome-wide association studies: application to smoking behaviors.
BMC Syst. Biol., 2012
A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR.
BMC Bioinform., 2012
Bioinform., 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
GxG-Viztool: A program for visualizing gene-gene interactions in genetic association analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012
2011
BMC Syst. Biol., 2011
Enhanced peptide quantification using spectral count clustering and cluster abundance.
BMC Bioinform., 2011
Efficient and Fast Analysis for Detecting High Order Gene-by-Gene Interactions in a Genome-Wide Association Study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
Gene-gene interaction analysis for the survival phenotype based on the standardized residuals from parametric regression models.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
CUDA-LR: CUDA-accelerated logistic regression analysis tool for gene-gene interaction for genome-wide association study.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
GWAS-GMDR: A program package for genome-wide scan of gene-gene interactions with covariate adjustment based on multifactor dimensionality reduction.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
A chi-square test for detecting multiple joint genetic variants in genome-wide association studies.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Comput. Stat. Data Anal., 2010
Global analysis of microarray data reveals intrinsic properties in gene expression and tissue selectivity.
Bioinform., 2010
Integrated analysis of the various types of microarray data using linear-mixed effects models.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Two-way interaction analysis of obesity trait from Korean population using generalized MDR.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
FISH: Finding of identical spectra set for Homogenous peptide using two-stage clustering algorithm.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Compairing quantitative trait analysis to qualitative trait analysis for complex traits disease: A genome wide association study for hyperlipidemia.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
J. Bioinform. Comput. Biol., 2009
Inference of Large-Scale Gene Regulatory Networks Using Regression-Based Network Approach.
J. Bioinform. Comput. Biol., 2009
BMC Bioinform., 2009
New evaluation measures for multifactor dimensionality reduction classifiers in gene-gene interaction analysis.
Bioinform., 2009
Double error shrinkage method for identifying protein binding sites observed by tiling arrays with limited replication.
Bioinform., 2009
Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
2008
Model diagnostic plots for repeated measures data using the generalized estimating equations approach.
Comput. Stat. Data Anal., 2008
Response projected clustering for direct association with physiological and clinical response data.
BMC Bioinform., 2008
Evolutionary design principles of modules that control cellular differentiation: consequences for hysteresis and multistationarity.
Bioinform., 2008
2007
Video bookmark based on soundtrack identification and two-stage search for interactive-television.
IEEE Trans. Consumer Electron., 2007
J. Bioinform. Comput. Biol., 2007
Boolean networks using the chi-square test for inferring large-scale gene regulatory networks.
BMC Bioinform., 2007
Log-linear model-based multifactor dimensionality reduction method to detect gene-gene interactions.
Bioinform., 2007
Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions.
Bioinform., 2007
2006
Bioinform., 2006
Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006
2005
Proceedings of the Systems Biology and Regulatory Genomics, 2005
2004
BMC Bioinform., 2004
2003
Statistical tests for identifying differentially expressed genes in time-course microarray experiments.
Bioinform., 2003