Jaegyoon Ahn

Orcid: 0000-0002-7020-7002

According to our database¹, Jaegyoon Ahn authored at least 31 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-directed Molecular Generation.

[BibT_eX]

[DOI]

CoRR, 2024

2022

Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder.

[BibT_eX]

[DOI]

J. Cheminformatics, 2022

A Novel Machine Learning Model for Identifying Patient-Specific Cancer Driver Genes.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions.

[BibT_eX]

[DOI]

BMC Bioinform., 2021

Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Access, 2021

2019

RN<sup>+</sup>: A Novel Biclustering Algorithm for Analysis of Gene Expression Data Using Protein-Protein Interaction Network.

[BibT_eX]

[DOI]

J. Comput. Biol., 2019

Novel deep learning model for more accurate prediction of drug-drug interaction effects.

[BibT_eX]

[DOI]

Geonhee Lee

Chihyun Park

Jaegyoon Ahn

BMC Bioinform., 2019

2018

PISTON: Predicting drug indications and side effects using topic modeling and natural language processing.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2018

Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2018

2017

Systematic identification of differential gene network to elucidate Alzheimer's disease.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Drug voyager: a computational platform for exploring unintended drug action.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers.

[BibT_eX]

[DOI]

Bioinform., 2017

2016

Corrigendum to "A literature-driven method to calculate similarities among diseases" [Comput. Methods Programs Biomed. (2015) 108-122].

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2016

2015

A literature-driven method to calculate similarities among diseases.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2015

RASER: reads aligner for SNPs and editing sites of RNA.

[BibT_eX]

[DOI]

Jaegyoon Ahn

Xinshu Xiao

Bioinform., 2015

Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

2014

Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Improved method for protein complex detection using bottleneck proteins.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2013

ICP: A novel approach to predict prognosis of prostate cancer with inner-class clustering of gene expression data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

Impact of TGF-b on breast cancer from a quantitative proteomic analysis.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

2012

CNV detection method optimized for high-resolution arrayCGH by normality test.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2012

Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale.

[BibT_eX]

[DOI]

Bioinform., 2012

Protein complex prediction via bottleneck-based graph partitioning.

[BibT_eX]

[DOI]

Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

2011

Noise-robust algorithm for identifying functionally associated biclusters from gene expression data.

[BibT_eX]

[DOI]

Jaegyoon Ahn

Youngmi Yoon

Sanghyun Park

Inf. Sci., 2011

TC-VGC: A Tumor Classification System using Variations in Genes' Correlation.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2011

Integrative gene network construction for predicting a set of complementary prostate cancer genes.

[BibT_eX]

[DOI]

Bioinform., 2011

Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

2010

A novel cancer classifier based on differentially expressed gene network.

[BibT_eX]

[DOI]

Jaegyoon Ahn

Youngmi Yoon

Sanghyun Park

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

A novel approach to detect copy number variation using segmentation and genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A Computational Approach to Detect CNVs Using High-throughput Sequencing.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008

RN-Cluster: Discovering Coherent Biclusters Which is Robust to Noise.

[BibT_eX]

[DOI]

Jaegyoon Ahn

Youngmi Yoon

Sanghyun Park

Proceedings of the International Conference on Biocomputation, 2008

Jaegyoon Ahn

Timeline

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