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Title
Cited by
Cited by
Year
Strong functional dependencies and their application to normal forms in XML
MW Vincent, J Liu, C Liu
ACM Transactions on Database Systems (TODS) 29 (3), 445-462, 2004
2562004
Discover dependencies from data—a review
J Liu, J Li, C Liu, Y Chen
IEEE transactions on knowledge and data engineering 24 (2), 251-264, 2012
1822012
An improvement of symbolic aggregate approximation distance measure for time series
Y Sun, J Li, J Liu, B Sun, C Chow
Neurocomputing 138, 189-198, 2014
1592014
Using causal discovery for feature selection in multivariate numerical time series
Y Sun, J Li, J Liu, C Chow, B Sun, R Wang
Machine Learning 101 (1), 377-395, 2015
892015
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
762019
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
752013
Causal decision trees
J Li, S Ma, T Le, L Liu, J Liu
IEEE Transactions on Knowledge and Data Engineering 29 (2), 257-271, 2017
742017
Functional dependencies for XML
M Vincent, J Liu
Web Technologies and Applications, 600-600, 2003
732003
From observational studies to causal rule mining
J Li, TD Le, L Liu, J Liu, Z Jin, B Sun, S Ma
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (2), 1-27, 2015
642015
Multivalued dependencies and a 4NF for XML
MW Vincent, J Liu
International Conference on Advanced Information Systems Engineering, 14-29, 2003
622003
Constraint preserving transformation from relational schema to XML schema
C Liu, MW Vincent, J Liu
World Wide Web 9 (1), 93-110, 2006
592006
A redundancy free 4NF for XML
MW Vincent, J Liu, C Liu
Lecture notes in computer science, 254-266, 2003
522003
Multivalued dependencies in XML
MW Vincent, J Liu
British National Conference on Databases, 4-18, 2003
492003
Information based data anonymization for classification utility
J Li, J Liu, M Baig, RCW Wong
Data & Knowledge Engineering 70 (12), 1030-1045, 2011
452011
Applications of online UV-Vis spectrophotometer for drinking water quality monitoring and process control: a review
Z Shi, CWK Chow, R Fabris, J Liu, B Jin
Sensors 22 (8), 2987, 2022
442022
On the equivalence between FDs in XML and FDs in relations
MW Vincent, J Liu, M Mohania
Acta Informatica 44 (3-4), 207, 2007
442007
A general framework for privacy preserving data publishing
AHMS Sattar, J Li, X Ding, J Liu, M Vincent
Knowledge-Based Systems 54, 276-287, 2013
382013
Accurate data-driven prediction does not mean high reproducibility
J Li, L Liu, TD Le, J Liu
Nature Machine Intelligence 2 (1), 13-15, 2020
372020
A hybrid approach to prevent composition attacks for independent data releases
J Li, MM Baig, AHMS Sattar, X Ding, J Liu, MW Vincent
Information Sciences 367, 324-336, 2016
372016
Effective pruning for the discovery of conditional functional dependencies
J Li, J Liu, H Toivonen, J Yong
The Computer Journal 56 (3), 378-392, 2012
372012
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Articles 1–20