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Author Details

Byoung-Tak Zhang
Seoul National University
1994
47
16
PMIDPaper TitleJournal TitlePublished Year
33472104Data-driven experimental design and model development using Gaussian process with active learning.Cogn Psychol2021
33456445Introducing the Ko Corpus of Korean Mother-Child Interaction.Front Psychol2020
30974800Enzymatic Weight Update Algorithm for DNA-Based Molecular Learning.Molecules2019
29420125Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals.Telemed J E Health2018
28186880Generative Local Metric Learning for Nearest Neighbor Classification.IEEE Trans Pattern Anal Mach Intell2018
28186879Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis.IEEE Trans Pattern Anal Mach Intell2018
28318904Dual-memory neural networks for modeling cognitive activities of humans via wearable sensors.Neural Netw2017
28465242In vitro molecular machine learning algorithm via symmetric internal loops of DNA.Biosystems2017
25622891Characteristic molecular vibrations of adenosine receptor ligands.FEBS Lett2015
26163381Molecular learning with DNA kernel machines.Biosystems2015
24524888Bayesian evolutionary hypergraph learning for predicting cancer clinical outcomes.J Biomed Inform2014
23123676Biomolecular computation with molecular beacons for quantitative analysis of target nucleic acids.Biosystems2013
24255813Construction of microRNA functional families by a mixture model of position weight matrices.PeerJ2013
23887935Integrated analysis of genome-wide DNA methylation and gene expression profiles in molecular subtypes of breast cancer.Nucleic Acids Res2013
23743339Non-linear molecular pattern classification using molecular beacons with multiple targets.Biosystems2013
23782521Constructing higher-order miRNA-mRNA interaction networks in prostate cancer via hypergraph-based learning.BMC Syst Biol2013
22441410Biomolecular theorem proving on a chip: a novel microfluidic solution to a classical logic problem.Lab Chip2012
23282075A probabilistic coevolutionary biclustering algorithm for discovering coherent patterns in gene expression dataset.BMC Bioinformatics2012
20876935Ensemble learning with active example selection for imbalanced biomedical data classification.IEEE/ACM Trans Comput Biol Bioinform2011
21729738A DNA assembly model of sentence generation.Biosystems2011
19995592In vitro molecular pattern classification via DNA-based weighted-sum operation.Biosystems2010
19185855Ensembled support vector machines for human papillomavirus risk type prediction from protein secondary structures.Comput Biol Med2009
19958493Identification of cell cycle-related regulatory motifs using a kernel canonical correlation analysis.BMC Genomics2009
19556203EvoOligo: oligonucleotide probe design with multiobjective evolutionary algorithms.IEEE Trans Syst Man Cybern B Cybern2009
19156301Effective mixing in a microfluidic chip using magnetic particles.Lab Chip2009
17897776An evolutionary Monte Carlo algorithm for predicting DNA hybridization.Biosystems2008
21832585The use of gold nanoparticle aggregation for DNA computing and logic-based biomolecular detection.Nanotechnology2008
18821387Molecular responses of Jurkat T-cells to 1763 MHz radiofrequency radiation.Int J Radiat Biol2008
18834497Introducing meta-services for biomedical information extraction.Genome Biol2008
19016139Characterization of biological effect of 1763 MHz radiofrequency exposure on auditory hair cells.Int J Radiat Biol2008
18508809PIE: an online prediction system for protein-protein interactions from text.Nucleic Acids Res2008
17350973Discovery of microRNA-mRNA modules via population-based probabilistic learning.Bioinformatics2007
16081059Protein sequence-based risk classification for human papillomaviruses.Comput Biol Med2006
16753070Construction of phylogenetic trees by kernel-based comparative analysis of metabolic networks.BMC Bioinformatics2006
16751099Molecular basis for the recognition of primary microRNAs by the Drosha-DGCR8 complex.Cell2006
16845048ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs.Nucleic Acids Res2006
16899491Identification of regulatory modules by co-clustering latent variable models: stem cell differentiation.Bioinformatics2006
16978421miTarget: microRNA target gene prediction using a support vector machine.BMC Bioinformatics2006
16585066Identification of biochemical networks by S-tree based genetic programming.Bioinformatics2006
15751112Bayesian network learning with feature abstraction for gene-drug dependency analysis.J Bioinform Comput Biol2005
16366254Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets.IEEE Trans Syst Man Cybern B Cybern2005
15987789Human microRNA prediction through a probabilistic co-learning model of sequence and structure.Nucleic Acids Res2005
15684227CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays.Bioinformatics2005
15555757Solving traveling salesman problems with DNA molecules encoding numerical values.Biosystems2004
14511909Identification of novel anti-angiogenic factors by in silico functional gene screening method.J Biotechnol2003
10021759Evolutionary induction of sparse neural treesEvol Comput1997
7921386Accelerated learning by active example selection.Int J Neural Syst1994
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Collaborators

Soo-Yong Shin
Co-authored papers 6
In-Hee Lee
Co-authored papers 5
In-Hee Lee
Children's Hospital Boston
Co-authored papers 5
Kyu-Baek Hwang
Soongsil University
Co-authored papers 4
Ji-Hoon Lee
Jeonbuk National University
Co-authored papers 3
Sun Kim
Co-authored papers 2
Woong-Yang Park
Samsung Genome Institute, Samsung Medical Center
Co-authored papers 2
Paul T Spellman
Oregon Health & Science University Hospital.
Co-authored papers 1
Arzucan ÿzgür
Co-authored papers 1
Tim H-M Huang
University of Texas Health San Antonio (UTHSA)
Co-authored papers 1
Lawrence E Hunter
University of Colorado School of Medicine
Co-authored papers 1
Florian Leitner
Co-authored papers 1
Isaac S Kohane
Harvard Medical School
Co-authored papers 1
Chun-Nan Hsu
University of California, C.N.H.) and Veterans Affairs San Diego Healthcare System
Co-authored papers 1
William A Baumgartner
The Academy at Johns Hopkins
Co-authored papers 1
Rune Saetre
Co-authored papers 1
Steven M Greenberg
Massachusetts General Hospital
Co-authored papers 1
Peter J Park
Harvard Medical School
Co-authored papers 1
Young Min Cho
Co-authored papers 1
Alfonso Valencia
Josep Carreras Leukaemia Research Institute (IJC)
Co-authored papers 1
Richard Tzong-Han Tsai
Co-authored papers 1
Patrick Ruch
University of Applied Sciences and Arts of Western Switzerland (HES-SO).
Co-authored papers 1
Martin Krallinger
Spanish National Cancer Research Centre
Co-authored papers 1
Joe W Gray
Oregon Health and Science University
Co-authored papers 1
Sek Won Kong
Boston Children's Hospital, Seoul National University, Seoul National University Hospital
Co-authored papers 1
Richard D Kim
Harvard-Partners Center for Genetics and Genomics
Co-authored papers 1
Release 1.2