Mingon Kang

57 papers A 1C 3Misc 2Journal 25Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Prediction of bacterial protein-compound interactions with only positive samples.
Bioinform.
Ki-Hwa Kim, Avinash Yaganapu, Sai Kosaraju, Aashish Bhatt, Yun Lyna Luo, Sai Phani Parsa, Juyeon Park, Hyun Lee, Jun Hyuck Lee, Tae-Jin Oh, Mingon Kang
2025 J jnl
Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images.
npj Digit. Medicine
Sai Chandra Kosaraju, Sai Phani Parsa, Dae Hyun Song, Hyo Jung An, Yoon-La Choi, Joungho Han, Jung Wook Yang, Mingon Kang
2025 — conf
Explainable Integrative Bipartite Graph Convolutional Neural Network for Predicting Ejection Fraction in Echocardiography.
MICCAI (12)
Seungeun Lee, Jaeyoung Kim, Kyungtae Kang, Mingon Kang
2024 J jnl
Evidential deep learning for trustworthy prediction of enzyme commission number.
Briefings Bioinform.
So-Ra Han, Mingyu Park, Sai Kosaraju, Jeungmin Lee, Hyun Lee, Jun Hyuck Lee, Tae-Jin Oh, Mingon Kang
2024 J jnl
Multi-layered self-attention mechanism for weakly supervised semantic segmentation.
Comput. Vis. Image Underst.
Avinash Yaganapu, Mingon Kang
2024 J jnl
SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysis.
Briefings Bioinform.
Euiseong Ko, Youngsoon Kim, Farhad Shokoohi, Tesfaye B. Mersha, Mingon Kang
2023 J jnl
Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hunmin Lee, Mingon Kang, Donghyun Kim, Daehee Seo, Yingshu Li
2022 J jnl
A roadmap for multi-omics data integration using deep learning.
Briefings Bioinform.
Mingon Kang, Euiseong Ko, Tesfaye B. Mersha
2022 — ed.
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022
BIBM
Donald A. Adjeroh, Qi Long, Xinghua Mindy Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda Mondal, Jin Liu
2021 — conf
Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic.
ISBRA
Hunmin Lee, Mingon Kang, Yingshu Li, Daehee Seo, Donghyun Kim
2021 J jnl
PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks.
CoRR
Shangjia Zhang, Zhaohuan Zhu, Mingon Kang
2021 J jnl
PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma.
Bioinform.
Jung Hun Oh, Wookjin Choi, Euiseong Ko, Mingon Kang, Allen R. Tannenbaum, Joseph O. Deasy
2020 — ed.
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020
BIBM
Taesung Park, Young-Rae Cho, Xiaohua Hu, Illhoi Yoo, Hyun Goo Woo, Jianxin Wang, Julio C. Facelli, Seungyoon Nam, Mingon Kang
2020 Misc conf
PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using HistopathologicalImages and Genomic Data.
PSB
Jie Hao, Sai Chandra Kosaraju, Nelson Zange Tsaku, Dae Hyun Song, Mingon Kang
2020 — ch.
Practical Evaluation of Different Omics Data Integration Methods.
Precision Health and Medicine
Wenjia Feng, Zekun Yu, Mingon Kang, Haijun Gong, Tae-Hyuk Ahn
2020 J jnl
Rethinking the Weakness of Stream Ciphers and Its Application to Encrypted Malware Detection.
IEEE Access
William Stone, Daeyoung Kim, Victor Youdom Kemmoe, Mingon Kang, Junggab Son
2019 A conf
DoT-Net: Document Layout Classification Using Texture-Based CNN.
ICDAR
Sai Chandra Kosaraju, Mohammad Masum, Nelson Zange Tsaku, Pritesh Patel, Tanju Bayramoglu, Girish Modgil, Mingon Kang
2019 Misc conf
Fast and Accurate Machine Learning-based Malware Detection via RC4 Ciphertext Analysis
ICNC
Junggab Son, Euiseong Ko, Uday Bhaskar Boyanapalli, Donghyun Kim, Youngsoon Kim, Mingon Kang
2019 — conf
Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes.
ISBRA
Jie Hao, Mohammad Masum, Jung Hun Oh, Mingon Kang
2019 J jnl
Hi-LASSO: High-Dimensional LASSO.
IEEE Access
Youngsoon Kim, Jie Hao, Tejaswini Mallavarapu, Jong Hyuk Park, Mingon Kang
2019 J jnl
Robust Inductive Matrix Completion Strategy to Explore Associations Between LincRNAs and Human Disease Phenotypes.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ashis Kumer Biswas, Dong-Chul Kim, Mingon Kang, Jean X. Gao
2019 C conf
Semi-Supervised Discriminative Transfer Learning in Cross-Language Text Classification.
ICMLA
Mingon Kang, Ashis Kumer Biswas, Dong-Chul Kim, Jean Gao
2019 — conf
Table of Contents Recognition in OCR Documents using Image-based Machine Learning.
ACM Southeast Regional Conference
Sai Kosaraju, Nelson Zange Tsaku, Pritesh Patel, Tanju Bayramoglu, Girish Modgil, Mingon Kang
2019 — conf
Texture-based Deep Learning for Effective Histopathological Cancer Image Classification.
BIBM
Nelson Zange Tsaku, Sai Chandra Kosaraju, Tasmia Aqila, Mohammad Masum, Dae Hyun Song, Ananda Mohan Mondal, Hyun Min Koh, Mingon Kang
2018 — conf
Automatic knowledge extraction from OCR documents using hierarchical document analysis.
RACS
Mohammad Masum, Sai Kosaraju, Tanju Bayramoglu, Girish Modgil, Mingon Kang
2018 — conf
Cox-PASNet: Pathway-based Sparse Deep Neural Network for Survival Analysis.
BIBM
Jie Hao, Youngsoon Kim, Tejaswini Mallavarapu, Jung Hun Oh, Mingon Kang
2018 J jnl
DiffGRN: differential gene regulatory network analysis.
Int. J. Data Min. Bioinform.
Youngsoon Kim, Jie Hao, Yadu Gautam, Tesfaye B. Mersha, Mingon Kang
2018 J jnl
Nearest neighbor search with locally weighted linear regression for heartbeat classification.
Soft Comput.
Juyoung Park, Md. Zakirul Alam Bhuiyan, Mingon Kang, Junggab Son, Kyungtae Kang
2018 — conf
PASCL: Pathway-based Sparse Deep Clustering for Identifying Unknown Cancer Subtypes.
BIBM
Tejaswini Mallavarapu, Jie Hao, Youngsoon Kim, Jung Hun Oh, Mingon Kang
2018 J jnl
PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data.
BMC Bioinform.
Jie Hao, Youngsoon Kim, Tae-Kyung Kim, Mingon Kang
2018 J jnl
Text Mining and Sentiment Analysis for Predicting Box Office Success.
KSII Trans. Internet Inf. Syst.
Yoosin Kim, Mingon Kang, Seung Ryul Jeong
2017 — conf
A Comparison on Sparse Coding and Moran's I Method for Image Denoising.
RACS
Minh Nguyen, Chih-Cheng Hung, Mingon Kang
2017 J jnl
Cascade Classification with Adaptive Feature Extraction for Arrhythmia Detection.
J. Medical Syst.
Juyoung Park, Mingon Kang, Jean Gao, Younghoon Kim, Kyungtae Kang
2017 J jnl
Effects of low dose ionizing radiation on DNA damage-caused pathways by reverse-phase protein array and Bayesian networks.
J. Bioinform. Comput. Biol.
Dong-Chul Kim, Mingon Kang, Ashis Kumer Biswas, Chin-Rang Yang, Xiaoyu Wang, Jean X. Gao
2017 — conf
Graph-Theory Based Simplification Techniques for Efficient Biological Network Analysis.
BigDataService
Euiseong Ko, Mingon Kang, Hyung Jae Chang, Donghyun Kim
2017 J jnl
Identifying cis/trans-acting expression quantitative trait loci (eQTL).
Int. J. Data Min. Bioinform.
Mingon Kang, Dong-Chul Kim, Chunyu Liu, Jean Gao
2017 J jnl
Integration of multi-omics data for integrative gene regulatory network inference.
Int. J. Data Min. Bioinform.
Neda Zarayeneh, Euiseong Ko, Jung Hun Oh, Sang C. Suh, Chunyu Liu, Jean Gao, Donghyun Kim, Mingon Kang
2017 J jnl
Multi-Block Bipartite Graph for Integrative Genomic Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Mingon Kang, Juyoung Park, Dong-Chul Kim, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
2017 J jnl
Nonlinear-RANSAC parameter optimisation for dynamic molecular systems and signalling pathways.
Int. J. Data Min. Bioinform.
Mingon Kang, Liping Tang, Jean Gao
2017 — conf
R-PathCluster: Identifying cancer subtype of glioblastoma multiforme using pathway-based restricted boltzmann machine.
BIBM
Tejaswini Mallavarapu, Youngsoon Kim, Jung Hun Oh, Mingon Kang
2016 J jnl
Computational modeling of phagocyte transmigration for foreign body responses to subcutaneous biomaterial implants in mice.
BMC Bioinform.
Mingon Kang, Liping Tang, Jean Gao
2016 — conf
Integrative Gene Regulatory Network inference using multi-omics data.
BIBM
Neda Zarayeneh, Jung Hun Oh, Donghyun Kim, Chunyu Liu, Jean Gao, Sang C. Suh, Mingon Kang
2016 — conf
Recommendations for antiarrhythmic drugs based on latent semantic analysis with fc-means clustering.
EMBC
Juyoung Park, Mingon Kang, Junbeom Hur, Kyungtae Kang
2016 — conf
Robust Inductive Matrix Completion strategy to explore associations between lincRNAs and human disease phenotypes.
BIBM
Ashis Kumer Biswas, Dong-Chul Kim, Mingon Kang, Jean X. Gao
2015 — conf
An integrative genomic study for multimodal genomic data using multi-block bipartite graph.
BIBM
Mingon Kang, Juyoung Park, Dong-Chul Kim, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
2015 — conf
Heartbeat classification for detecting arrhythmia using normalized beat morphology features.
BIBM
Juyoung Park, Mingon Kang, Younghoon Kim, Kyungtae Kang
2015 J jnl
Inferring disease associations of the long non-coding RNAs through non-negative matrix factorization.
Netw. Model. Anal. Health Informatics Bioinform.
Ashis Kumer Biswas, Mingon Kang, Dong-Chul Kim, Chris H. Q. Ding, Baoju Zhang, Xiaoyong Wu, Jean X. Gao
2015 — conf
Integrative approach for inference of gene regulatory networks using lasso-based random featuring and application to Psychiatric disorders.
BIBM
Dong-Chul Kim, Mingon Kang, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
2015 J jnl
eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways.
Bioinform.
Mingon Kang, Chunling Zhang, Hyung-Wook Chun, Chris H. Q. Ding, Chunyu Liu, Jean Gao
2014 C conf
Integration of DNA Methylation, Copy Number Variation, and Gene Expression for Gene Regulatory Network Inference and Application to Psychiatric Disorders.
BIBE
Dong-Chul Kim, Mingon Kang, Baoju Zhang, Xiaoyong Wu, Chunyu Liu, Jean Gao
2014 C conf
Multi-block and Multi-task Learning for Integrative Genomic Study.
BIBE
Mingon Kang, Dong-Chul Kim, Chunyu Liu, Baoju Zhang, Xiaoyong Wu, Jean Gao
2013 — conf
Sparse generalized canonical correlation analysis for biological model integration: A genetic study of psychiatric disorders.
EMBC
Mingon Kang, Baoju Zhang, Xiaoyong Wu, Chunyu Liu, Jean Gao
2013 — conf
eQTL Mapping Study via Regularized Sparse Canonical Correlation Analysis.
ICMLA (1)
Mingon Kang, Shuo Li, Dong-Chul Kim, Chunyu Liu, Baoju Zhang, Xiaoyong Wu, Jean Gao
2013 — conf
eQTL epistasis: Detecting complex interaction effects between multiple loci from eQTL data.
BIBM
Mingon Kang, Shuo Li, Chunyu Liu, Jean Gao
2011 — conf
Investigation of impact factors for various performances of passive UHF RFID system.
RFID-TA
Jae Sung Choi, Mingon Kang, Ramez Elmasri, Daniel W. Engels
2011 — conf
Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte Transmigration.
ICMLA (1)
Mingon Kang, Jean Gao, Liping Tang
2010 — conf
Computational modeling of phagocyte transmigration during biomaterial-mediated foreign body responses.
BIBM
Mingon Kang, Jean X. Gao, Liping Tang