Lin Liu

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Jiuyong Li (李久永)Professor of Computer Science, University of South AustraliaDirección de correo verificada de unisa.edu.au
Thuc Duy LeAssociate Professor, University of South AustraliaDirección de correo verificada de unisa.edu.au
jixue liuUniversity of South AustraliaDirección de correo verificada de unisa.edu.au
Kui YuProfessor, Hefei University of TechnologyDirección de correo verificada de hfut.edu.cn
Junpeng Zhang（张俊鹏）Professor of Bioinformatics, Dali UniversityDirección de correo verificada de dali.edu.cn
Debo ChengResearch fellow, University of South AustraliaDirección de correo verificada de unisa.edu.au
Taosheng XuInstitute of Intelligent Machines, Hefei Institutes of Physical Science, CASDirección de correo verificada de ustc.edu.cn
Gregory J GoodallProfessor, Centre for Cancer Biology, SA Pathology, and University of South AustraliaDirección de correo verificada de unisa.edu.au
Bing LiuSenior Bioinformatician, Children's Cancer Institute AustraliaDirección de correo verificada de ccia.unsw.edu.au
Weijia ZhangUniversity of NewcastleDirección de correo verificada de newcastle.edu.au
Vu Viet Hoang PhamUniversity of New South WalesDirección de correo verificada de unsw.edu.au
Ziqi XuLecturer, School of Computing Technologies, RMIT UniversityDirección de correo verificada de rmit.edu.au
Chen ZhanBioinformatician / Research Fellow, University of MelbourneDirección de correo verificada de unimelb.edu.au
Xianjie GuoHefei University of TechnologyDirección de correo verificada de mail.hfut.edu.cn
Srećko JoksimovićSenior Lecturer: Education Futures, University of South AustraliaDirección de correo verificada de unisa.edu.au
Oscar Blessed Deho PhDUniversity of South AustraliaDirección de correo verificada de mymail.unisa.edu.au
Yanchang ZhaoCSIRODirección de correo verificada de csiro.au

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Lin Liu

Professor, University of South Australia

Dirección de correo verificada de unisa.edu.au - Página principal

causal inference machine learning data mining bioinformatics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Assessment of network module identification across complex diseases S Choobdar, ME Ahsen, J Crawford, M Tomasoni, T Fang, D Lamparter, ... Nature methods 16 (9), 843-852, 2019	320	2019
CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization T Xu, TD Le, L Liu, N Su, R Wang, B Sun, A Colaprico, G Bontempi, J Li Bioinformatics 33 (19), 3131-3133, 2017	223	2017
Predicting academic performance by considering student heterogeneity S Helal, J Li, L Liu, E Ebrahimie, S Dawson, DJ Murray, Q Long Knowledge-Based Systems 161, 134-146, 2018	222	2018
Causality-based feature selection: Methods and evaluations K Yu, X Guo, L Liu, J Li, H Wang, Z Ling, X Wu ACM Computing Surveys (CSUR) 53 (5), 1-36, 2020	211	2020
A fast PC algorithm for high dimensional causal discovery with multi-core PCs TD Le, T Hoang, J Li, L Liu, H Liu, S Hu IEEE/ACM transactions on computational biology and bioinformatics 16 (5 …, 2016	201	2016
An analysis of money laundering and terrorism financing typologies ASM Irwin, KKR Choo, L Liu Journal of Money Laundering Control 15 (1), 85-111, 2012	153	2012
Identifying functional miRNA–mRNA regulatory modules with correspondence latent dirichlet allocation B Liu, L Liu, A Tsykin, GJ Goodall, JE Green, M Zhu, CH Kim, J Li Bioinformatics 26 (24), 3105-3111, 2010	128	2010
Multi-Source Causal Feature Selection K Yu, L Liu, J Li, W Ding, TD Le IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (9), 2240 …, 2019	119	2019
Treatment effect estimation with disentangled latent factors W Zhang, L Liu, J Li Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10923 …, 2021	108	2021
Computational methods for identifying miRNA sponge interactions TD Le, J Zhang, L Liu, J Li Briefings in bioinformatics 18 (4), 577-590, 2017	107	2017
A Unified View of Causal and Non-causal Feature Selection K Yu, L Liu, J Li ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (4), 1-46, 2021	101	2021
Inferring microRNA–mRNA causal regulatory relationships from expression data TD Le, L Liu, A Tsykin, GJ Goodall, B Liu, BY Sun, J Li Bioinformatics 29 (6), 765-771, 2013	101	2013
Exploring complex miRNA-mRNA interactions with Bayesian networks by splitting-averaging strategy B Liu, J Li, A Tsykin, L Liu, AB Gaur, GJ Goodall BMC bioinformatics 10 (1), 1-19, 2009	94	2009
A Semantics Aware Random Forest for Text Classification MZ Islam, J Liu, J Li, L Liu, W Kang Proceedings of the 28th ACM International Conference on Information and …, 2019	93	2019
Causal decision trees J Li, S Ma, T Le, L Liu, J Liu IEEE Transactions on Knowledge and Data Engineering 29 (2), 257-271, 2016	88	2016
Identifying cancer subtypes from mirna-tf-mrna regulatory networks and expression data T Xu, TD Le, L Liu, R Wang, B Sun, J Li PloS one 11 (4), e0152792, 2016	88	2016
Identifying key factors of student academic performance by subgroup discovery S Helal, J Li, L Liu, E Ebrahimie, S Dawson, DJ Murray International Journal of Data Science and Analytics 7 (3), 227-245, 2019	87	2019
A Unified Survey of Treatment Effect Heterogeneity Modelling and Uplift Modelling W Zhang, J Li, L Liu ACM Computing Surveys (CSUR) 54 (8), 1-36, 2021	84	2021
Mining causal association rules J Li, TD Le, L Liu, J Liu, Z Jin, B Sun 2013 IEEE 13th International Conference on Data Mining Workshops, 114-123, 2013	80	2013
miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase T Xu, N Su, L Liu, J Zhang, H Wang, W Zhang, J Gui, K Yu, J Li, TD Le BMC bioinformatics 19 (19), 179-188, 2018	78	2018

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