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IEEE Transactions on Computational Biology and Bioinformatics|August 14, 2025
Pre-Training and Ensembling of Deep Neural Networks for Target Gene Expression Prediction From Landmark GenesDa-Bin Lee, Kyu-Baek HwangScientific Reports|June 28, 2023
Gene-specific machine learning for pathogenicity prediction of rare BRCA1 and BRCA2 missense variantsMoonjong Kang, Seonhwa Kim, Da-Bin Lee, et al.Plos One|July 28, 2022
An empirical evaluation of sampling methods for the classification of imbalanced dataMisuk Kim, Kyu-Baek HwangIEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society|December 22, 2005
Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasetsKyu-Baek Hwang, Byoung-Tak ZhangBMC Bioinformatics|January 4, 2013
CFMDS: CUDA-based fast multidimensional scaling for genome-scale dataSungin Park, Soo-Yong Shin, Kyu-Baek HwangBMC Bioinformatics|March 31, 2022
TIDD: tool-independent and data-dependent machine learning for peptide identificationHonglan Li, Seungjin Na, Kyu-Baek Hwang, et al.BMB Reports|January 29, 2013
Partial AUC maximization for essential gene prediction using genetic algorithmsKyu-Baek Hwang, Beom-Yong Ha, Sanghun Ju, et al.IEEE/ACM Transactions on Computational Biology and Bioinformatics|September 11, 2015
An Efficient Search Algorithm for Finding Genomic-Range Overlaps Based on the Maximum Range LengthHo-Sik Seok, Taemin Song, Sek Won Kong, et al.Journal of Proteome Research|April 29, 2017
Systematic Comparison of False-Discovery-Rate-Controlling Strategies for Proteogenomic Search Using Spike-in ExperimentsHonglan Li, Jonghun Park, Hyunwoo Kim, et al.BMC Bioinformatics|October 27, 2004
Combining gene expression data from different generations of oligonucleotide arraysKyu-Baek Hwang, Sek Won Kong, Steve A Greenberg, et al.Pageof 4