Canh Hao Nguyen

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Tu-Bao Ho, Bao Tu HoJapan Advanced Institute of Science and TechnologyVerified email at jaist.ac.jp
Dai Hai NguyenUniversity of TsukubaVerified email at cs.tsukuba.ac.jp
Anh Nguyen DucPh.D in Bioinformatics, Kyoto UniversityVerified email at kuicr.kyoto-u.ac.jp
Curtis SuttleUniversity of British ColumbiaVerified email at science.ubc.ca
Hisashi EndoInstitute for Chemical Research, Kyoto UniversityVerified email at scl.kyoto-u.ac.jp
Hiroyuki OgataInstitute for Chemical Research, Kyoto UniversityVerified email at kuicr.kyoto-u.ac.jp
Lionel GuidiCNRS, Sorbonne University, Laboratoire d'oceanographie de VillefrancheVerified email at obs-vlfr.fr
Nicolas HenryStation Biologique de Roscoff, ABIMS bioinformatic platform, FranceVerified email at sb-roscoff.fr
Romain Blanc-MathieuCEAVerified email at cea.fr
Matthew B SullivanProfessor, Ohio State University / Founding Director, Center of Microbiome ScienceVerified email at osu.edu
Samuel ChaffronLS2N - CNRS UMR 6004 - Nantes UniversityVerified email at univ-nantes.fr
Nicolas WickerProfesseur de Mathématiques Appliquées, Université de LilleVerified email at math.univ-lille1.fr
Timothy HancockDataGeneVerified email at ecodev.vic.gov.au
Tom O. DelmontCNRS - Genoscope - TARA anvi-OceansVerified email at genoscope.cns.fr
Quang LeUniversity of PortsmouthVerified email at port.ac.uk
Lu SUNAssistant Professor, ShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Limin LiProfessor, School of Mathematics and Statistics, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Khoat ThanHanoi University of Science and TechnologyVerified email at soict.hust.edu.vn
Vladik KreinovichProfessor of Computer Science, University of Texas at El PasoVerified email at utep.edu
Ahmed MohamedBioinformatics Division, WEHIVerified email at wehi.edu.au

Canh Hao Nguyen

Bioinformatics Center, ICR, Kyoto University

Verified email at kuicr.kyoto-u.ac.jp - Homepage

Machine Learning Bioinformatics


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Recent advances and prospects of computational methods for metabolite identification: a review with emphasis on machine learning approaches DH Nguyen, CH Nguyen, H Mamitsuka Briefings in bioinformatics 20 (6), 2028-2043, 2019	83	2019
An efficient kernel matrix evaluation measure CH Nguyen, TB Ho Pattern Recognition 41 (11), 3366-3372, 2008	72	2008
Current status and prospects of computational resources for natural product dereplication: a review A Mohamed, CH Nguyen, H Mamitsuka Briefings in bioinformatics 17 (2), 309-321, 2016	58	2016
Simple but effective methods for combining kernels in computational biology H Tanabe, TB Ho, CH Nguyen, S Kawasaki 2008 IEEE International Conference on Research, Innovation and Vision for …, 2008	50	2008
Eukaryotic virus composition can predict the efficiency of carbon export in the global ocean H Kaneko, R Blanc-Mathieu, H Endo, S Chaffron, TO Delmont, M Gaia, ... Iscience 24 (1), 2021	49	2021
Kernel Matrix Evaluation. CH Nguyen, TB Ho IJCAI, 987-992, 2007	40	2007
SIMPLE: Sparse Interaction Model over Peaks of moLEcules for fast, interpretable metabolite identification from tandem mass spectra DH Nguyen, CH Nguyen, H Mamitsuka Bioinformatics 34 (13), i323-i332, 2018	39	2018
A survey on adverse drug reaction studies: data, tasks and machine learning methods DA Nguyen, CH Nguyen, H Mamitsuka Briefings in bioinformatics 22 (1), 164-177, 2021	33	2021
Latent feature kernels for link prediction on sparse graphs CH Nguyen, H Mamitsuka IEEE transactions on neural networks and learning systems 23 (11), 1793-1804, 2012	27	2012
ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra DH Nguyen, CH Nguyen, H Mamitsuka Bioinformatics 35 (14), i164-i172, 2019	25	2019
An imbalanced data rule learner CH Nguyen, TB Ho Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005	22	2005
New resistance distances with global information on large graphs CH Nguyen, H Mamitsuka Artificial intelligence and statistics, 639-647, 2016	21	2016
Discriminative graph embedding for label propagation CH Nguyen, H Mamitsuka IEEE transactions on neural networks 22 (9), 1395-1405, 2011	17	2011
Exploiting temporal relations in mining hepatitis data TB Ho, CH Nguyen, S Kawasaki, SQ Le, K Takabayashi New Generation Computing 25, 247-262, 2007	16	2007
NetPathMiner: R/Bioconductor package for network path mining through gene expression A Mohamed, T Hancock, CH Nguyen, H Mamitsuka Bioinformatics 30 (21), 3139-3141, 2014	15	2014
NMRPro: an integrated web component for interactive processing and visualization of NMR spectra A Mohamed, CH Nguyen, H Mamitsuka Bioinformatics 32 (13), 2067-2068, 2016	13	2016
Learning on hypergraphs with sparsity CH Nguyen, H Mamitsuka IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (8), 2710-2722, 2020	10	2020
Learning subtree pattern importance for Weisfeiler-Lehman based graph kernels DH Nguyen, CH Nguyen, H Mamitsuka Machine Learning 110 (7), 1585-1607, 2021	9	2021
A new dissimilarity measure for comparing labeled graphs N Wicker, CH Nguyen, H Mamitsuka Linear Algebra and its Applications 438 (5), 2331-2338, 2013	9	2013
XGSEA: CROSS-species gene set enrichment analysis via domain adaptation M Cai, C Hao Nguyen, H Mamitsuka, L Li Briefings in Bioinformatics 22 (5), bbaa406, 2021	8	2021

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