Jae-Yoon Jung

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 16

Top Venues

BMC Bioinform.

CoRR

BioData Min.

PSB

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Sangyeon Kim, Sanghyun Choo, Donghyun Park, Hoonseok Park, Chang S. Nam, Jae-Yoon Jung, Sangwon Lee
Designing an XAI interface for BCI experts: A contextual design for pragmatic explanation interface based on domain knowledge in a specific context. Int. J. Hum. Comput. Stud. 174 (2023)
Sanghyun Choo, Hoonseok Park, Sangyeon Kim, Donghyun Park, Jae-Yoon Jung, Sangwon Lee, Chang S. Nam
Effectiveness of multi-task deep learning framework for EEG-based emotion and context recognition. Expert Syst. Appl. 227 (2023)
Hoonseok Park, Donghyun Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, Jae-Yoon Jung
Explaining Convolutional Neural Networks for EEG-based Brain-Computer Interface Using Influence Functions. SMC (2023)
Peter Washington, Cezmi Mutlu, Aaron Kline, Cathy Hou, Kaitlyn Dunlap, Jack Kent, Arman Husic, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Jae-Yoon Jung, Dennis P. Wall
An Exploration of Active Learning for Affective Digital Phenotyping. CoRR (2022)
Peter Washington, Émilie Leblanc, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Jae-Yoon Jung, Brianna Sierra Chrisman, Min Woo Sun, Nate Tyler Stockham, Kelley Marie Paskov, Haik Kalantarian, Catalin Voss, Nick Haber, Dennis P. Wall
Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder. PSB (2021)
Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Maya Varma, Peter Washington, Christine A. Tataru, Shoko Iwai, Todd Z. DeSantis, Maude M. David, Dennis P. Wall
Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers. BMC Bioinform. 22 (1) (2021)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Emilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley Marie Paskov, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. Cogn. Comput. 13 (5) (2021)
Kelley M. Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Washington, Maya Varma, Min Woo Sun, Dennis P. Wall
Estimating sequencing error rates using families. BioData Min. 14 (1) (2021)
Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Kevin Tabatabaei, Jae-Yoon Jung, Peter Washington, Maya Varma, Min Woo Sun, Sepideh Maleki, Dennis P. Wall
Indels in SARS-CoV-2 occur at template-switching hotspots. BioData Min. 14 (1) (2021)
Maya Varma, Kelley M. Paskov, Brianna Sierra Chrisman, Min Woo Sun, Jae-Yoon Jung, Nate Tyler Stockham, Peter Washington, Dennis P. Wall
A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism. BioData Min. 14 (1) (2021)
Min Woo Sun, Stefano Moretti, Kelley M. Paskov, Nate Tyler Stockham, Maya Varma, Brianna Sierra Chrisman, Peter Yigitcan Washington, Jae-Yoon Jung, Dennis P. Wall
Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value. BMC Bioinform. 21 (1) (2020)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Min Woo Sun, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders. CoRR (2020)
Hee-Sun Choi, Junmo An, Jin-Gyun Kim, Jae-Yoon Jung, Juhwan Choi, Grzegorz Orzechowski, Aki Mikkola, Jin-Hwan Choi
Data-driven simulation for general purpose multibody dynamics using deep neural networks. CoRR (2019)
Maya Varma, Kelley Marie Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Yigitcan Washington, Dennis Paul Wall
Outgroup Machine Learning Approach Identifies Single Nucleotide Variants in Noncoding DNA Associated with Autism Spectrum Disorder. PSB (2019)
Brianna Sierra Chrisman, Maya Varma, Peter Washington, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
Analysis of Sex and Recurrence Ratios in Simplex and Multiplex Autism Spectrum Disorder Implicates Sex-Specific Alleles as Inheritance Mechanism. BIBM (2018)
Anika Gupta, Min Woo Sun, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
Coalitional game theory as a promising approach to identify candidate autism genes. PSB (2018)
Yassine Souilmi, Jae-Yoon Jung, Alex Lancaster, Erik Gafni, Saaid Amzazi, Hassan Ghazal, Dennis P. Wall, Peter J. Tonellato
COSMOS: cloud enabled NGS analysis. BMC Bioinform. 16 (S-2) (2015)
Erik Gafni, Lovelace J. Luquette, Alex Lancaster, Jared B. Hawkins, Jae-Yoon Jung, Yassine Souilmi, Dennis P. Wall, Peter J. Tonellato
COSMOS: Python library for massively parallel workflows. Bioinform. 30 (20) (2014)
Jae-Yoon Jung, Todd F. DeLuca, Tristan H. Nelson, Dennis P. Wall
A literature search tool for intelligent extraction of disease-associated genes. J. Am. Medical Informatics Assoc. 21 (3) (2014)
Todd F. DeLuca, Jike Cui, Jae-Yoon Jung, Kristian Che St. Gabriel, Dennis P. Wall
Roundup 2.0: enabling comparative genomics for over 1800 genomes. Bioinform. 28 (5) (2012)
Jae-Yoon Jung, Chang-Ho Chin, Jorge Cardoso
An entropy-based uncertainty measure of process models. Inf. Process. Lett. 111 (3) (2011)
Jike Cui, Todd F. DeLuca, Jae-Yoon Jung, Dennis P. Wall
Phylogenetically informed logic relationships improve detection of biological network organization. BMC Bioinform. 12 (2011)
Jike Cui, Todd F. DeLuca, Jae-Yoon Jung, Dennis P. Wall
Detecting biological network organization and functional gene orthologs. Bioinform. 27 (20) (2011)
Jae-Yoon Jung
Generating Rule-Based Executable Process Models for Service Outsourcing. ITNG (2009)
Jae-Yoon Jung, James A. Reggia
Evolving an autonomous agent for non-Markovian reinforcement learning. GECCO (2009)
Jaehyun Kong, Jae-Yoon Jung, Jinwoo Park
Event-driven service coordination for business process integration in ubiquitous enterprises. Comput. Ind. Eng. 57 (1) (2009)
Phil Hyoun Lee, Jae-Yoon Jung, Hagit Shatkay
Functionally informative tag SNP selection using a pareto-optimal approach: playing the game of life. BMC Bioinform. 10 (S-13) (2009)
Jae-Yoon Jung, Janice I. Glasgow, Stephen H. Scott
Feature selection and classification for assessment of chronic stroke impairment. BIBE (2008)
Jae-Yoon Jung, Janice I. Glasgow, Stephen H. Scott
Trial map : A visualization approach for verification of stroke impairment assessment database. IJCNN (2008)
Jae-Yoon Jung, James A. Reggia
Nested evolution of an autonomous agent using descriptive encoding. GECCO (2008)
Jae-Yoon Jung, Janice I. Glasgow, Stephen H. Scott
A hierarchical ensemble model for automated assessment of stroke impairment. IJCNN (2008)
Jae-Yoon Jung, Yoo Suk Hong, Tae-Wan Kim, Jinwoo Park
Human-Centered Event Description for Ubiquitous Service Computing. MUE (2007)
Jae-Yoon Jung, James A. Reggia
Evolutionary Design of Neural Network Architectures Using a Descriptive Encoding Language. IEEE Trans. Evol. Comput. 10 (6) (2006)
Jae-Yoon Jung, Phil Hyoun Lee
A Neural Network Model for Maximizing Prediction Accuracy in Haplotype Tagging SNP Selection. IJCNN (2006)
Jae-Yoon Jung, James A. Reggia
A Descriptive Encoding Language for Evolving Modular Neural Networks. GECCO (2) (2004)
Seongwon Cho, Jaemin Kim, Jae-Yoon Jung, Cheol-Su Lim
Fuzzy Power Factor Control Systems. Int. J. Fuzzy Log. Intell. Syst. 4 (1) (2004)

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Publication Activity (10 Years)

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Jae-Yoon Jung