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ResearcherID: AFD-9958-2022
Scopus Author ID: 10039817300

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Works (27)

An empirical evaluation of sampling methods for the classification of imbalanced data

Plos One
2022 | Journal article
DOI: 10.1371/JOURNAL.PONE.0271260
WOSUID: WOS:000967477300001
Contributors: Kim, Misuk; Hwang, Kyu-Baek
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TIDD: tool-independent and data-dependent machine learning for peptide identification

BMC Bioinformatics
2022 | Journal article
DOI: 10.1186/S12859-022-04640-Y
WOSUID: WOS:000776025700003
Contributors: Li, Honglan; Na, Seungjin; Hwang, Kyu-Baek; Paek, Eunok
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Predicting High Blood Pressure Using DNA Methylome-Based Machine Learning Models

Biomedicines
2022-06 | Journal article | Author
DOI: 10.3390/biomedicines10061406
Contributors: Mai Nguyen; Hoang Long Le; Kyu-Baek Hwang; Yun-Chul Hong; JIN HEE KIM
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Multidisciplinary Digital Publishing Institute
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Comparative analysis of whole-genome sequencing pipelines to minimize false negative findings

Scientific Reports
2019 | Journal article
DOI: 10.1038/S41598-019-39108-2
WOSUID: WOS:000459983900025
Contributors: Hwang, Kyu-Baek; Lee, In-Hee; Li, Honglan; Won, Dhong-Geon; Hernandez-Ferrer, Carles; Negron, Jose Alberto; Kong, Sek Won
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Proteogenomic Characterization of Human Early-Onset Gastric Cancer

Cancer Cell
2019 | Journal article
DOI: 10.1016/J.CCELL.2018.12.003
WOSUID: WOS:000455719400012
Contributors: Mun, Dong-Gi; Bhin, Jinhyuk; Kim, Sangok; Kim, Hyunwoo; Jung, Jae Hun; Jung, Yeonjoo; Jang, Ye Eun; Park, Jong Moon; Kim, Hokeun; Jung, Yeonhwa et al.
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Systematic Comparison of False-Discovery-Rate-Controlling Strategies for Proteogenomic Search Using Spike-in Experiments

Journal of Proteome Research
2017 | Journal article
DOI: 10.1021/ACS.JPROTEOME.7B00033
WOSUID: WOS:000402850800011
Contributors: Li, Honglan; Park, Jonghun; Kim, Hyunwoo; Hwang, Kyu-Baek; Paek, Eunok
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Evaluating the effect of database inflation in proteogenomic search on sensitive and reliable peptide identification

BMC Genomics
2016 | Journal article
DOI: 10.1186/S12864-016-3327-5
WOSUID: WOS:000393278000009
Contributors: Li, Honglan; Joh, Yoon Sung; Kim, Hyunwoo; Paek, Eunok; Lee, Sang-Won; Hwang, Kyu-Baek
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Survey of computational haplotype determination methods for single individual

Genes & Genomics
2016 | Journal article
DOI: 10.1007/S13258-015-0342-X
WOSUID: WOS:000371246200001
Contributors: Rhee, Je-Keun; Li, Honglan; Joung, Je-Gun; Hwang, Kyu-Baek; Zhang, Byoung-Tak; Shin, Soo-Yong
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An Efficient Search Algorithm for Finding Genomic-Range Overlaps Based on the Maximum Range Length

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2015 | Journal article
DOI: 10.1109/TCBB.2014.2369042
WOSUID: WOS:000359264900008
Contributors: Seok, Ho-Sik; Song, Taemin; Kong, Sek Won; Hwang, Kyu-Baek
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I148M variant in <i>PNPLA3</i> reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease

Liver International
2015 | Journal article
DOI: 10.1111/LIV.12909
WOSUID: WOS:000367723200009
Contributors: Park, Jin-Ho; Cho, BeLong; Kwon, Hyuktae; Prilutsky, Daria; Yun, Jae Moon; Choi, Ho Chun; Hwang, Kyu-Baek; Lee, In-Hee; Kim, Jong-Il; Kong, Sek Won
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Estimating Influence of Cofragmentation on Peptide Quantification and Identification in iTRAQ Experiments by Simulating Multiplexed Spectra

Journal of Proteome Research
2014 | Journal article
DOI: 10.1021/PR500060D
WOSUID: WOS:000338693400033
Contributors: Li, Honglan; Hwang, Kyu-Baek; Mun, Dong-Gi; Kim, Hokeun; Lee, Hangyeore; Lee, Sang-Won; Paek, Eunok
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Prioritizing Disease-Linked Variants, Genes, and Pathways with an Interactive Whole-Genome Analysis Pipeline

Human Mutation
2014 | Journal article
DOI: 10.1002/HUMU.22520
WOSUID: WOS:000334658800005
Contributors: Lee, In-Hee; Lee, Kyungjoon; Hsing, Michael; Choe, Yongjoon; Park, Jin-Ho; Kim, Shu Hee; Bohn, Justin M.; Neu, Matthew B.; Hwang, Kyu-Baek; Green, Robert C. et al.
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Reducing False-Positive Incidental Findings with Ensemble Genotyping and Logistic Regression Based Variant Filtering Methods

Human Mutation
2014 | Journal article
DOI: 10.1002/HUMU.22587
WOSUID: WOS:000339431600005
Contributors: Hwang, Kyu-Baek; Lee, In-Hee; Park, Jin-Ho; Hambuch, Tina; Choe, Yongjoon; Kim, MinHyeok; Lee, Kyungjoon; Song, Taemin; Neu, Matthew B.; Gupta, Neha et al.
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An efficient and effective wrapper based on paired t-test for learning naive Bayes classifiers from large-scale domains

Procedia Computer Science
2013 | Journal article
DOI: 10.1016/J.PROCS.2013.10.014
WOSUID: WOS:000342613800012
Contributors: Kim, Chanju; Li, Honglan; Shin, Soo-Yong; Hwang, Kyu-Baek
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Partial AUC maximization for essential gene prediction using genetic algorithms

BMB Reports
2013 | Journal article
DOI: 10.5483/BMBREP.2013.46.1.159
WOSUID: WOS:000317959700007
Contributors: Hwang, Kyu-Baek; Ha, Beom-Yong; Ju, Sanghun; Kim, Sangsoo
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gSearch: a fast and flexible general search tool for whole-genome sequencing

Bioinformatics
2012 | Journal article
DOI: 10.1093/BIOINFORMATICS/BTS358
WOSUID: WOS:000307501100012
Contributors: Song, Taemin; Hwang, Kyu-Baek; Hsing, Michael; Lee, Kyungjoon; Bohn, Justin; Kong, Sek Won
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Feature Relevance Network-Based Transfer Learning for Indoor Location Estimation

IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)
2011 | Journal article
DOI: 10.1109/TSMCC.2010.2076277
WOSUID: WOS:000294134500014
Contributors: Seok, Ho-Sik; Hwang, Kyu-Baek; Zhang, Byoung-Tak
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Systemic Analysis of Heat Shock Response Induced by Heat Shock and a Proteasome Inhibitor MG132

Plos One
2011 | Journal article
DOI: 10.1371/JOURNAL.PONE.0020252
WOSUID: WOS:000292291800003
Contributors: Kim, Hee-Jung; Joo, Hye Joon; Kim, Yung Hee; Ahn, Soyeon; Chang, Jun; Hwang, Kyu-Baek; Lee, Dong-Hee; Lee, Kong-Joo
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Applying Machine Learning Techniques to Tag Recommendation in Social Bookmarking Systems

Information
2010 | Journal article
WOSUID: WOS:000285741700007
Contributors: Ju, Sanghun; Lee, Sangjun; Hwang, Kyu-Baek
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Locality-based Peer Clustering for Efficient Overlay Networks

Information
2010 | Journal article
WOSUID: WOS:000281836000014
Contributors: Shin, Junghoon; Joo, Sangwook; Hwang, Kyu-Baek; Lee, Sangjun; Park, Jisook
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Dinucleotide step parameterization of pre-miRNAs using multi-objective evolutionary algorithms

Lecture Notes in Computer Science
2007 | Journal article
DOI: 10.1007/978-3-540-71783-6_17
WOSUID: WOS:000246102100017
Contributors: Nam, Jin-Wu; Lee, In-Hee; Hwang, Kyu-Baek; Park, Seong-Bae; Zhang, Byoung-Tak
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Discovery of microRNA-mRNA modules via population-based probabilistic learning

Bioinformatics
2007 | Journal article
DOI: 10.1093/BIOINFORMATICS/BTM045
WOSUID: WOS:000246773300013
Contributors: Joung, Je-Gun; Hwang, Kyu-Baek; Nam, Jin-Wu; Kim, Soo-Jin; Zhang, Byoung-Tak
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A language independent n-gram model for word segmentation

Lecture Notes in Computer Science
2006 | Journal article
WOSUID: WOS:000244891200060
Contributors: Kang, Seung-Shik; Hwang, Kyu-Baek
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Learning hierarchical Bayesian networks for large-scale data analysis

Lecture Notes in Computer Science
2006 | Journal article
WOSUID: WOS:000241790100075
Contributors: Hwang, Kyu-Baek; Kim, Byoung-Hee; Zhang, Byoung-Tak
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Bayesian model averaging of Bayesian network classifiers over multiple node-orders: Application to sparse datasets

Ieee Transactions on Systems Man and Cybernetics Part B-Cybernetics
2005 | Journal article
DOI: 10.1109/TSMCB.2005.850162
WOSUID: WOS:000233441800019
Contributors: Hwang, KB; Zhang, BT
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CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays

Bioinformatics
2005 | Journal article
DOI: 10.1093/BIOINFORMATICS/BTI288
WOSUID: WOS:000228783000057
Contributors: Kong, SW; Hwang, KB; Zhang, BT; Greenberg, SA; Kohane, IS; Park, PJ
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Combining gene expression data from different generations of oligonucleotide arrays

BMC Bioinformatics
2004 | Journal article
DOI: 10.1186/1471-2105-5-159
WOSUID: WOS:000225789000003
Contributors: Hwang, KB; Kong, SW; Greenberg, SA; Park, PJ
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Peer review (11 reviews for 5 publications/grants)

Review activity for Bioinformatics (1)
Review activity for BMC bioinformatics (3)
Review activity for Intelligent systems with applications. (3)
Review activity for Multimedia tools and applications. (2)
Review activity for Soft computing. (2)
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