Lin Liu
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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
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
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
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
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
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
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
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
Computational methods for identifying miRNA sponge interactions
TD Le, J Zhang, L Liu, J Li
Briefings in bioinformatics 18 (4), 577-590, 2017
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
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
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
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
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
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
Treatment effect estimation with disentangled latent factors
W Zhang, L Liu, J Li
The AAAI Conference on Aritificial Intelligence 35 (12), 10923-10930, 2021
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
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
Fuzzy bayesian networks—a general formalism for representation, inference and learning with hybrid bayesian networks
H Pan, L Liu
International Journal of Pattern Recognition and Artificial Intelligence 14 …, 2000
LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer
J Zhang, L Liu, J Li, TD Le
Bioinformatics 34 (24), 4232-4240, 2018
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