| 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 | 258 | 2004 |
| 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 | 194 | 2012 |
| 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 | 172 | 2014 |
| 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 | 97 | 2015 |
| 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 | 91 | 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, 2017 | 80 | 2017 |
| 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 | 77 | 2013 |
| Functional dependencies for XML M Vincent, J Liu Web Technologies and Applications, 600-600, 2003 | 75 | 2003 |
| 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 | 70 | 2022 |
| 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 | 67 | 2015 |
| Multivalued dependencies and a 4NF for XML MW Vincent, J Liu International Conference on Advanced Information Systems Engineering, 14-29, 2003 | 62 | 2003 |
| Constraint preserving transformation from relational schema to XML schema C Liu, MW Vincent, J Liu World Wide Web 9 (1), 93-110, 2006 | 59 | 2006 |
| How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics? OB Deho, C Zhan, J Li, J Liu, L Liu, T Duy Le British Journal of Educational Technology, 2022 | 57 | 2022 |
| A redundancy free 4NF for XML MW Vincent, J Liu, C Liu Lecture notes in computer science, 254-266, 2003 | 52 | 2003 |
| Multivalued dependencies in XML MW Vincent, J Liu British National Conference on Databases, 4-18, 2003 | 50 | 2003 |
| Information based data anonymization for classification utility J Li, J Liu, M Baig, RCW Wong Data & Knowledge Engineering 70 (12), 1030-1045, 2011 | 48 | 2011 |
| On the equivalence between FDs in XML and FDs in relations MW Vincent, J Liu, M Mohania Acta Informatica 44 (3-4), 207, 2007 | 44 | 2007 |
| 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 | 41 | 2020 |
| 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 | 40 | 2012 |
| Certus: an effective entity resolution approach with graph differential dependencies (GDDs) S Kwashie, L Liu, J Liu, M Stumptner, J Li, L Yang Proceedings of the VLDB Endowment 12 (6), 653-666, 2019 | 39 | 2019 |
Jiuyong Li (李久永)Professor of Computer Science, University of South AustraliaVerified email at unisa.edu.au
