Hyunjung Shin

95 papers B 8C 6Misc 4Journal 51Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
BIGPN: Biologically informed graph propagational network for plasma proteomic profiling of neurodegenerative biomarkers.
Artif. Intell. Medicine
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Masaud Shah, Hyunjung Shin, Hyun Goo Woo
2025 J jnl
BTOB-T: Bilateral orchesTrated deep learning framework based on proteogenOmics for drug-repositioning of Breast cancer Treatment.
Comput. Biol. Medicine
Jong Ho Jhee, Hwiyeong Lee, Hyunmi Kim, Min-Young Song, Jeung Hee An, Hyunjung Shin, Byung Gon Kim, Soo Youn Lee
2025 — conf
Continual Learning with Flexible Preservation.
BigComp
Juhyeon Kim, Hyunjung Shin
2025 J jnl
Explainable multiplex graph propagational network with multimodal neuroimage integration for dementia subtype diagnosis.
Neural Networks
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Dokyoon Kim, Yonghyun Nam, Bumhee Park, Narae Kim, Seulgi Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyun Goo Woo, Hyunjung Shin
2025 J jnl
Extremely fast graph integration for semi-supervised learning via Gaussian fields with Neumann approximation.
Pattern Recognit.
Taehwan Yun, Myung Jun Kim, Hyunjung Shin
2025 J jnl
NeuroFANN: identification of neuropathological subtypes in dementia with plasma proteins by using functionally annotated neural network.
Briefings Bioinform.
Sunghong Park, Doyoon Kim, Ji-Hye Choi, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyunjung Shin, Hyun Goo Woo
2025 J jnl
PPIxGPN: plasma proteomic profiling of neurodegenerative biomarkers with protein-protein interaction-based eXplainable graph propagational network.
Briefings Bioinform.
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Seung Ho Kim, Hyeon Jin Hwang, Hyunjung Shin, Hyun Goo Woo
2025 J jnl
Prospective domain adaptation for longitudinal data.
Knowl. Based Syst.
Sunghong Park, Jeongheun Yeon, Dong-Gi Lee, Sang Joon Son, Hyun Goo Woo, Hyunjung Shin
2024 J jnl
Identification of molecular subtypes of dementia by using blood-proteins interaction-aware graph propagational network.
Briefings Bioinform.
Sunghong Park, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Doyoon Kim, Hyunjung Shin, Hyun Goo Woo
2024 J jnl
In-house data adaptation to public data: Multisite MRI harmonization to predict Alzheimer's disease conversion.
Expert Syst. Appl.
Sunghong Park, Sang Joon Son, Kanghee Park, Yonghyun Nam, Hyunjung Shin
2024 J jnl
Mutual Domain Adaptation.
Pattern Recognit.
Sunghong Park, Myung Jun Kim, Kanghee Park, Hyunjung Shin
2024 — conf
NetPRS: SNP Interaction Aware Network-Based Polygenic Risk Score for Alzheimer's Disease.
BHI
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Doyoon Kim, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Kanghee Park, Dokyoon Kim, Hyunjung Shin, Hyun Goo Woo
2024 J jnl
Network based Enterprise Profiling with Semi-Supervised Learning.
Expert Syst. Appl.
Sunghong Park, Kanghee Park, Hyunjung Shin
2024 J jnl
Plasma protein-based identification of neuroimage-driven subtypes in mild cognitive impairment via protein-protein interaction aware explainable graph propagational network.
Comput. Biol. Medicine
Sunghong Park, Doyoon Kim, Heirim Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Dokyoon Kim, Yonghyun Nam, Dong-Gi Lee, Hyunjung Shin, Hyun Goo Woo
2023 — conf
Accelerated Graph Integration with Approximation of Combining Parameters.
LOD (2)
Taehwan Yun, Myung Jun Kim, Hyunjung Shin
2023 J jnl
Discovering comorbid diseases using an inter-disease interactivity network based on biobank-scale PheWAS data.
Bioinform.
Yonghyun Nam, Sang-Hyuk Jung, Jae-Seung Yun, Vivek Sriram, Pankhuri Singhal, Marta Byrska-Bishop, Anurag Verma, Hyunjung Shin, Woong-Yang Park, Hong-Hee Won, Dokyoon Kim
2023 — conf
Fast Integration for Multiple Graphs with Neumann Approximation.
BigComp
Taehwan Yun, Myung Jun Kim, Hyunjung Shin
2023 J jnl
Fast Prediction for Criminal Suspects through Neighbor Mutual Information-Based Latent Network.
Int. J. Intell. Syst.
Jong Ho Jhee, Myung Jun Kim, Myeonggeon Park, Jeongheun Yeon, Hyunjung Shin
2023 — conf
Fast Prediction for Suspect Candidates from Criminal Networks.
BigComp
Jong Ho Jhee, Myung Jun Kim, Myunggeon Park, Jeongheun Yeon, Yoonshin Kwak, Hyunjung Shin
2023 — conf
Latent Inter-relation Augment between Crimes and Criminals using Factorization Machines.
BigComp
Jeongheun Yeon, Jong Ho Jhee, Hyunjung Shin
2023 — conf
Lazy Node-Dropping Autoencoder.
BigComp
Jaewon Lee, Myung Jun Kim, Hyunjung Shin
2023 — conf
Multi-scale Heat Kernel Graph Network for Graph Classification.
LOD (2)
Jong Ho Jhee, Jeongheun Yeon, Yoonshin Kwak, Hyunjung Shin
2023 — conf
Prediction of Recurrence Probability of Thyroid Cancer Patients using Similarity Loss based Multi-modal Autoencoder.
BigComp
Jaehyun Kim, Hyunjung Shin
2023 J jnl
Prospective classification of Alzheimer's disease conversion from mild cognitive impairment.
Neural Networks
Sunghong Park, Changhyung Hong, Dong-Gi Lee, Kanghee Park, Hyunjung Shin
2023 — conf
Transformer-Based Gene Scoring Model for Extracting Representative Characteristic of Central Dogma Process to Prioritize Pathogenic Genes Applying Breast Cancer Multi-omics Data.
BigComp
Jong Ho Jhee, Min-Young Song, Byung Gon Kim, Hyunjung Shin, Soo Youn Lee
2022 — conf
Brain Volume Prediction from SNP network with Semi-Supervised Regression.
BigComp
Dong-Gi Lee, Hyunwoong Roh, Myungjun Kim, Na-Rae Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin
2022 Misc conf
Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children.
AMIA
Bayley Bennett, Hyunjung Shin, Swaminathan Kandaswamy, Evan Orenstein, Edwin Ray
2022 — conf
Drug Repositioning with Disease-Drug Clusters from Word Representations.
BigComp
Dong-Gi Lee, Myungjun Kim, Hyunjung Shin
2022 — conf
Graph Neural Networks with Stability and Discernability.
BigComp
Jong Ho Jhee, Hyunjung Shin
2022 — conf
Latent Feature Separation and Extraction with Multiple Parallel Encoders for Convolutional Autoencoder.
BigComp
Jaehyun Kim, Myungjun Kim, Hyunjung Shin
2022 — conf
Learning Neural Networks without Lazy Weights.
BigComp
Dong-Gi Lee, Junhee Cho, Myungjun Kim, Sunghong Park, Hyunjung Shin
2022 — conf
Literature Representation using Character Networks based on Sentiment Analysis.
BigComp
Myeonggeon Park, Sunghong Park, Hyunjung Shin
2022 — conf
Semi-supervised network regression with Gaussian process.
BigComp
Myungjun Kim, Dong-Gi Lee, Hyunjung Shin
2021 J jnl
Customer sentiment analysis with more sensibility.
Eng. Appl. Artif. Intell.
Sunghong Park, Junhee Cho, Kanghee Park, Hyunjung Shin
2021 J jnl
Polypharmacy side-effect prediction with enhanced interpretability based on graph feature attention network.
Bioinform.
Sunjoo Bang, Jong Ho Jhee, Hyunjung Shin
2020 J jnl
Corrections to "Comorbidity Scoring With Causal Disease Networks".
IEEE ACM Trans. Comput. Biol. Bioinform.
Jong Ho Jhee, Sunjoo Bang, Dong-Gi Lee, Hyunjung Shin
2020 J jnl
Dementia key gene identification with multi-layered SNP-gene-disease network.
Bioinform.
Dong-Gi Lee, Myungjun Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin
2020 J jnl
Inference on historical factions based on multi-layered network of historical figures.
Expert Syst. Appl.
Myungjun Kim, Dong-Gi Lee, Sangkuk Lee, Geun-Ho Lee, Hyunjung Shin
2019 J jnl
Comorbidity Scoring with Causal Disease Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jong Ho Jhee, Sunjoo Bang, Dong-Gi Lee, Hyunjung Shin
2019 J jnl
Disease Pathway Cut for Multi-Target drugs.
BMC Bioinform.
Sunjoo Bang, Sangjoon Son, Sooyoung Kim, Hyunjung Shin
2019 J jnl
Disease gene identification based on generic and disease-specific genome networks.
Bioinform.
Yonghyun Nam, Jong Ho Jhee, Junhee Cho, Ji-Hyun Lee, Hyunjung Shin
2019 J jnl
Drug repurposing with network reinforcement.
BMC Bioinform.
Yonghyun Nam, Myungjun Kim, Hang-Seok Chang, Hyunjung Shin
2019 J jnl
Semi-supervised learning for hierarchically structured networks.
Pattern Recognit.
Myungjun Kim, Dong-Gi Lee, Hyunjung Shin
2019 J jnl
The translational network for metabolic disease - from protein interaction to disease co-occurrence.
BMC Bioinform.
Yonghyun Nam, Dong-Gi Lee, Sunjoo Bang, Ju Han Kim, Jae-Hoon Kim, Hyunjung Shin
2018 J jnl
Historical inference based on semi-supervised learning.
Expert Syst. Appl.
Dong-Gi Lee, Sangkuk Lee, Myungjun Kim, Hyunjung Shin
2017 J jnl
An inference method from multi-layered structure of biomedical data.
BMC Medical Informatics Decis. Mak.
Myungjun Kim, Yonghyun Nam, Hyunjung Shin
2017 J jnl
Cascade recurring deep networks for audible range prediction.
BMC Medical Informatics Decis. Mak.
Yonghyun Nam, Oak-Sung Choo, Yu-Ri Lee, Yun-Hoon Choung, Hyunjung Shin
2017 C conf
Data-driven dementia diagnosis record visualization system.
VINCI
Wenjun Guo, Seungwook Kim, Sangjun Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee
2017 J jnl
Disease causality extraction based on lexical semantics and document-clause frequency from biomedical literature.
BMC Medical Informatics Decis. Mak.
Dong-Gi Lee, Hyunjung Shin
2017 J jnl
Network mirroring for drug repositioning.
BMC Medical Informatics Decis. Mak.
Sunghong Park, Dong-Gi Lee, Hyunjung Shin
2017 J jnl
Quad-phased data mining modeling for dementia diagnosis.
BMC Medical Informatics Decis. Mak.
Sunjoo Bang, Sangjoon Son, Hyunwoong Roh, Jihye Lee, Sungyun Bae, Kyungwon Lee, Changhyung Hong, Hyunjung Shin
2017 C conf
Visual analytics for biomedical cluster subdivision: a design study with psychiatrists.
CGI
Jihye Lee, Hyoji Ha, Hyunwoo Han, Sungyun Bae, Sangjoon Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee
2016 J jnl
CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data.
BMC Medical Informatics Decis. Mak.
Yonghyun Nam, Myungjun Kim, Kyungwon Lee, Hyunjung Shin
2016 J jnl
Causality modeling for directed disease network.
Bioinform.
Sunjoo Bang, Jae-Hoon Kim, Hyunjung Shin
2015 J jnl
An optimization approach to resolving circular shareholding in large business groups.
J. Oper. Res. Soc.
Chan-Kyoo Park, Yongwon Seo, Hyunjung Shin
2015 J jnl
Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction.
J. Am. Medical Informatics Assoc.
Dokyoon Kim, Je-Gun Joung, Kyung-Ah Sohn, Hyunjung Shin, Yu Rang Park, Marylyn D. Ritchie, Ju Han Kim
2013 — conf
A Hybrid Cancer Prognosis System Based on Semi-Supervised Learning and Decision Trees.
ICONIP (2)
Yonghyun Nam, Hyunjung Shin
2013 J jnl
Intra-relation reconstruction from inter-relation: miRNA to gene expression.
BMC Syst. Biol.
Dokyoon Kim, Hyunjung Shin, Je-Gun Joung, Su-Yeon Lee, Ju Han Kim
2013 J jnl
Prediction of movement direction in crude oil prices based on semi-supervised learning.
Decis. Support Syst.
Hyunjung Shin, Tianya Hou, Kanghee Park, Chan-Kyoo Park, Sunghee Choi
2013 J jnl
Research and applications: Breast cancer survivability prediction using labeled, unlabeled, and pseudo-labeled patient data.
J. Am. Medical Informatics Assoc.
Juhyeon Kim, Hyunjung Shin
2013 J jnl
Robust predictive model for evaluating breast cancer survivability.
Eng. Appl. Artif. Intell.
Kanghee Park, Amna Ali, Do Kyoon Kim, Yeolwoo An, Minkoo Kim, Hyunjung Shin
2013 J jnl
Sharpened graph ensemble for semi-supervised learning.
Intell. Data Anal.
Inae Choi, Kanghee Park, Hyunjung Shin
2013 — conf
Stock Price Prediction Based on Hierarchical Structure of Financial Networks.
ICONIP (2)
Kanghee Park, Hyunjung Shin
2013 J jnl
Stock price prediction based on a complex interrelation network of economic factors.
Eng. Appl. Artif. Intell.
Kanghee Park, Hyunjung Shin
2012 J jnl
A scoring model to detect abusive billing patterns in health insurance claims.
Expert Syst. Appl.
Hyunjung Shin, Hayoung Park, Junwoo Lee, Won Chul Jhee
2012 B conf
Cultural priming and the scene perception.
CogSci
Bia Kim, Yoonkyoung Lee, Donghoon Lee, Goeun Lee, Hyunjung Shin
2012 B conf
Differential Effects of the Cultural Orientation Dimensions on Global Precedence.
CogSci
Mijung Joo, Hyunmin Kang, Hyunjung Shin, Jaesik Lee
2012 — conf
Intra-relation Reconstruction from Inter-relation: miRNA to Gene Expression.
HISB
Do Kyoon Kim, Hyunjung Shin, Je-Gun Joung, Su-Yeon Lee, Ju Han Kim
2012 J jnl
Synergistic effect of different levels of genomic data for cancer clinical outcome prediction.
J. Biomed. Informatics
Do Kyoon Kim, Hyunjung Shin, Young Soo Song, Ju Han Kim
2012 B conf
The Effect of Priming of Individualism/Collectivism on the Müller-Lyer Illusion.
CogSci
Yiwon Hyun, Donghoon Lee, Hyunjung Shin, Myeong-Ho Sohn
2012 B conf
The influence of cultural dispositions on the scene perception.
CogSci
Yoonkyoung Lee, Bia Kim, Yiwon Hyun, Cheon Woo Shin, Jaesik Lee, Hyunjung Shin
2011 B conf
A hybrid cognitive architecture based on the relationship between consciousness, memory and attention.
CogSci
Eunsook Kim, Hyunjung Shin
2011 B conf
A hybrid cognitive architecture based on the relationship between consciousness, memory and attention.
CogSci
Eunsook Kim, Hyunjung Shin
2011 — conf
Fast Content-Based File Type Identification.
IFIP Int. Conf. Digital Forensics
Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, Manpyo Hong
2011 J jnl
Semantically enabled and statistically supported biological hypothesis testing with tissue microarray databases.
BMC Bioinform.
Young Soo Song, Chan Hee Park, Hee-Joon Chung, Hyunjung Shin, Jihun Kim, Ju Han Kim
2010 Misc conf
Fast file-type identification.
SAC
Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, Manpyo Hong
2010 J jnl
Graph sharpening.
Expert Syst. Appl.
Hyunjung Shin, N. Jeremy Hill, Andreas Martin Lisewski, Joon-Sang Park
2009 — conf
Influence of Noisy and High-Dimensional Data on Semi-Supervised Learning.
DMIN
Tianya Hou, Hyunjung Shin
2009 Misc conf
On Improving the Accuracy and Performance of Content-Based File Type Identification.
ACISP
Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, Manpyo Hong
2009 J jnl
Protein functional class prediction with a combined graph.
Expert Syst. Appl.
Hyunjung Shin, Koji Tsuda, Bernhard Schölkopf
2008 C conf
Semi-supervised Learning with Ensemble Learning and Graph Sharpening.
IDEAL
Inae Choi, Hyunjung Shin
2008 Misc conf
wFDT - Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability.
AusDM
Umer Khan, Hyunjung Shin, Jongpill Choi, Minkoo Kim
2007 J jnl
Graph sharpening plus graph integration: a synergy that improves protein functional classification.
Bioinform.
Hyunjung Shin, Andreas Martin Lisewski, Olivier Lichtarge
2007 — conf
Graph-Based Protein Functional Classification.
BIOCOMP
Hyunjung Shin, Andreas Martin Lisewski, Olivier Lichtarge
2007 J jnl
Neighborhood Property-Based Pattern Selection for Support Vector Machines.
Neural Comput.
Hyunjung Shin, Sungzoon Cho
2006 — conf
Graph Based Semi-supervised Learning with Sharper Edges.
ECML
Hyunjung Shin, N. Jeremy Hill, Gunnar Rätsch
2006 — ch.
Prediction of Protein Function from Networks.
Semi-Supervised Learning
Hyunjung Shin, Koji Tsuda
2006 J jnl
Response modeling with support vector machines.
Expert Syst. Appl.
Hyunjung Shin, Sungzoon Cho
2005 — conf
Fast protein classification with multiple networks.
ECCB/JBI
Koji Tsuda, Hyunjung Shin, Bernhard Schölkopf
2005 J jnl
Invariance of neighborhood relation under input space to feature space mapping.
Pattern Recognit. Lett.
Hyunjung Shin, Sungzoon Cho
2003 C conf
Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis.
IDEAL
Hyunjung Shin, Sungzoon Cho
2003 B conf
Fast Pattern Selection for Support Vector Classifiers.
PAKDD
Hyunjung Shin, Sungzoon Cho
2003 B conf
How many neighbors to consider in pattern pre-selection for support vector classifiers?
IJCNN
Hyunjung Shin, Sungzoon Cho
2002 C conf
Pattern Selection for Support Vector Classifiers.
IDEAL
Hyunjung Shin, Sungzoon Cho
2000 C conf
Observational Learning with Modular Networks.
IDEAL
Hyunjung Shin, Hyoungjoo Lee, Sungzoon Cho