default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDJixue Liu
Person information
- affiliation: University of South Australia, Australia
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Journal Articles
- 2024
[j58]Debo Cheng
, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey. ACM Comput. Surv. 56(5): 127:1-127:37 (2024)- [j57]Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li:
Fairmod: making predictions fair in multiple protected attributes. Knowl. Inf. Syst. 66(3): 1861-1884 (2024) - [j56]Stefan Peters, Jixue Liu, Gunnar Keppel, Anna Wendleder, Peiliang Xu:
Detecting Coseismic Landslides in GEE Using Machine Learning Algorithms on Combined Optical and Radar Imagery. Remote. Sens. 16(10): 1722 (2024) - [j55]Zhining Shi, Christopher W. K. Chow, Jing Gao, Ke Xing, Jixue Liu, Jiuyong Li:
Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations. Sensors 24(6): 1857 (2024) - [j54]Sha Lu, Eriita G. Jones, Liang Zhao, Yu Sun, A. Kai Qin, Jixue Liu, Jiuyong Li, Prabath Abeysekara, Norman Mueller, Simon Oliver, Jim O'Hehir, Stefan Peters:
Onboard AI for Fire Smoke Detection Using Hyperspectral Imagery: An Emulation for the Upcoming Kanyini Hyperscout-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 9629-9640 (2024) - [j53]Oscar Blessed Deho, Lin Liu, Jiuyong Li, Jixue Liu, Chen Zhan, Srecko Joksimovic:
When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models. IEEE Trans. Learn. Technol. 17: 1007-1020 (2024) - [j52]Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11542-11552 (2024) - 2023
- [j51]Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot:
DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text. IEEE Access 11: 32826-32841 (2023) - [j50]Jiuyong Li, Lin Liu, Shisheng Zhang, Saisai Ma, Thuc Duy Le, Jixue Liu:
Causal heterogeneity discovery by bottom-up pattern search for personalised decision making. Appl. Intell. 53(7): 8180-8194 (2023) - [j49]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
Personalized Interventions to Increase the Employment Success of People With Disability. IEEE Trans. Big Data 9(6): 1561-1574 (2023) - [j48]Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Jixue Liu, Thuc Duy Le:
Local Search for Efficient Causal Effect Estimation. IEEE Trans. Knowl. Data Eng. 35(9): 8823-8837 (2023) - [j47]Oscar Blessed Deho, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu, Lin Liu:
Should Learning Analytics Models Include Sensitive Attributes? Explaining the Why. IEEE Trans. Learn. Technol. 16(4): 560-572 (2023) - [j46]Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6108-6120 (2023) - 2022
- [j45]Oscar Blessed Deho, Chen Zhan, Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le:
How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics? Br. J. Educ. Technol. 53(4): 822-843 (2022) - [j44]Debo Cheng, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu, Kui Yu:
Sufficient dimension reduction for average causal effect estimation. Data Min. Knowl. Discov. 36(3): 1174-1196 (2022) - [j43]Jixue Liu, Jiuyong Li, Lin Liu:
FastOPM - A practical method for partial match of time series. Pattern Recognit. 130: 108808 (2022) - [j42]Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Simon Oliver, Norman Mueller:
Investigating the Impact of Using IR Bands on Early Fire Smoke Detection from Landsat Imagery with a Lightweight CNN Model. Remote. Sens. 14(13): 3047 (2022) - [j41]Zhining Shi, Christopher W. K. Chow, Rolando Fabris, Jixue Liu, Bo Jin:
Applications of Online UV-Vis Spectrophotometer for Drinking Water Quality Monitoring and Process Control: A Review. Sensors 22(8): 2987 (2022) - 2021
- [j40]Jiuyong Li, Weijia Zhang, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
A general framework for causal classification. Int. J. Data Sci. Anal. 11(2): 127-139 (2021) - 2020
- [j39]Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu:
Accurate data-driven prediction does not mean high reproducibility. Nat. Mach. Intell. 2(1): 13-15 (2020) - [j38]Jeffery Ansah, Lin Liu, Wei Kang, Jixue Liu, Jiuyong Li:
Leveraging burst in twitter network communities for event detection. World Wide Web 23(5): 2851-2876 (2020) - 2019
- [j37]Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo:
A relative privacy model for effective privacy preservation in transactional data. Concurr. Comput. Pract. Exp. 31(23) (2019) - [j36]Xiaofeng Ding, Yangling Ou, Jianhong Jia, Hai Jin, Jixue Liu:
Efficient subgraph search on large anonymized graphs. Concurr. Comput. Pract. Exp. 31(23) (2019) - [j35]Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li:
Privacy preserving serial publication of transactional data. Inf. Syst. 82: 53-70 (2019) - [j34]Hong-Cheu Liu, Jixue Liu:
On the Expressive Power of Logics on Constraint Databases with Complex Objects. J. Comput. Sci. Technol. 34(4): 795-817 (2019) - [j33]Selasi Kwashie, Jixue Liu, Jiuyong Li, Lin Liu, Markus Stumptner, Lujing Yang:
Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs). Proc. VLDB Endow. 12(6): 653-666 (2019) - 2018
- [j32]Tao Hoang, Jixue Liu, Elizabeth Roughead, Nicole Pratt, Jiuyong Li:
Supervised signal detection for adverse drug reactions in medication dispensing data. Comput. Methods Programs Biomed. 161: 25-38 (2018) - [j31]Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li:
Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics 120: 101-115 (2018) - [j30]Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li:
Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics 120: 157-171 (2018) - 2017
- [j29]Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu:
Can Android VoIP voice conversations be decoded? I can eavesdrop on your Android VoIP communication. Concurr. Comput. Pract. Exp. 29(7) (2017) - [j28]Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu:
Mobile cloud security: An adversary model for lightweight browser security. Comput. Stand. Interfaces 49: 71-78 (2017) - [j27]Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green:
Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data. Health Inf. Sci. Syst. 5(1): 5 (2017) - [j26]Junhu Wang, Jeffrey Xu Yu, Jixue Liu, Chaoyi Pang:
A revised result on chasing tree patterns under schema graphs. Inf. Process. Lett. 119: 19-24 (2017) - [j25]Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu:
Causal Decision Trees. IEEE Trans. Knowl. Data Eng. 29(2): 257-271 (2017) - 2016
- [j24]Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li:
Detecting signals of detrimental prescribing cascades from social media. Artif. Intell. Medicine 71: 43-56 (2016) - [j23]Jiuyong Li, Muzammil M. Baig, A. H. M. Sarowar Sattar, Xiaofeng Ding, Jixue Liu, Millist W. Vincent:
A hybrid approach to prevent composition attacks for independent data releases. Inf. Sci. 367-368: 324-336 (2016) - [j22]Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun, Saisai Ma:
From Observational Studies to Causal Rule Mining. ACM Trans. Intell. Syst. Technol. 7(2): 14:1-14:27 (2016) - 2015
- [j21]Youqiang Sun, Jiuyong Li, Jixue Liu, Christopher W. K. Chow, Bing-Yu Sun, Rujing Wang:
Using causal discovery for feature selection in multivariate numerical time series. Mach. Learn. 101(1-3): 377-395 (2015) - [j20]Millist W. Vincent, Jixue Liu, Hong-Cheu Liu, Sebastian Link:
Technical Correspondence: "Differential Dependencies: Reasoning and Discovery" Revisited. ACM Trans. Database Syst. 40(2): 14:1-14:18 (2015) - 2014
- [j19]Youqiang Sun, Jiuyong Li, Jixue Liu, Bing-Yu Sun, Christopher W. K. Chow:
An improvement of symbolic aggregate approximation distance measure for time series. Neurocomputing 138: 189-198 (2014) - [j18]Jiuyong Li, Jixue Liu, Hannu Toivonen, Kenji Satou, Youqiang Sun, Bing-Yu Sun:
Discovering statistically non-redundant subgroups. Knowl. Based Syst. 67: 315-327 (2014) - [j17]A. H. M. Sarowar Sattar, Jiuyong Li, Jixue Liu, Raymond Heatherly, Bradley A. Malin:
A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments. Knowl. Based Syst. 67: 361-372 (2014) - 2013
- [j16]Jiuyong Li, Jixue Liu, Hannu Toivonen, Jianming Yong:
Effective Pruning for the Discovery of Conditional Functional Dependencies. Comput. J. 56(3): 378-392 (2013) - [j15]Jixue Liu, Feiyue Ye, Jiuyong Li, Junhu Wang:
On discovery of functional dependencies from data. Data Knowl. Eng. 86: 146-159 (2013) - [j14]A. H. M. Sarowar Sattar, Jiuyong Li, Xiaofeng Ding, Jixue Liu, Millist W. Vincent:
A general framework for privacy preserving data publishing. Knowl. Based Syst. 54: 276-287 (2013) - 2012
- [j13]Millist W. Vincent, Jixue Liu, Mukesh K. Mohania:
The implication problem for 'closest node' functional dependencies in complete XML documents. J. Comput. Syst. Sci. 78(4): 1045-1098 (2012) - [j12]Jixue Liu, Jiuyong Li, Chengfei Liu, Yongfeng Chen:
Discover Dependencies from Data - A Review. IEEE Trans. Knowl. Data Eng. 24(2): 251-264 (2012) - 2011
- [j11]Jiuyong Li, Jixue Liu, Muzammil M. Baig, Raymond Chi-Wing Wong:
Information based data anonymization for classification utility. Data Knowl. Eng. 70(12): 1030-1045 (2011) - 2010
- [j10]Md. Sumon Shahriar, Jixue Liu:
Towards the preservation of functional dependency in XML data transformation. Int. J. Intell. Inf. Database Syst. 4(5): 431-461 (2010) - 2009
- [j9]Md. Sumon Shahriar, Jixue Liu:
Preserving key in XML data transformation. Acta Informatica 46(7): 475-507 (2009) - 2007
- [j8]Millist W. Vincent, Jixue Liu, Mukesh K. Mohania:
On the equivalence between FDs in XML and FDs in relations. Acta Informatica 44(3-4): 207-247 (2007) - 2006
- [j7]Chengfei Liu, Millist W. Vincent, Jixue Liu:
Constraint Preserving Transformation from Relational Schema to XML Schema. World Wide Web 9(1): 93-110 (2006) - 2004
- [j6]Jixue Liu, Millist W. Vincent:
Querying relational databases through XSLT. Data Knowl. Eng. 48(1): 103-128 (2004) - [j5]Millist W. Vincent, Jixue Liu:
Irrelevant updates and self-maintainability in transitive closure database views. Inf. Process. Lett. 89(1): 25-29 (2004) - [j4]Millist W. Vincent, Jixue Liu, Chengfei Liu:
Strong functional dependencies and their application to normal forms in XML. ACM Trans. Database Syst. 29(3): 445-462 (2004) - 2003
- [j3]Jixue Liu, Millist W. Vincent:
Derivation of Incremental Equations for PNF Nested Relations. Acta Cybern. 16(1): 93-131 (2003) - [j2]Jixue Liu, Millist W. Vincent, Mukesh K. Mohania:
Maintaining Views in Object-Relational Databases. Knowl. Inf. Syst. 5(1): 50-82 (2003) - 2002
- [j1]Jixue Liu, Millist W. Vincent:
Containment and disjointedness in partitioned normal form relations. Acta Informatica 38(5): 325-342 (2002)
Conference and Workshop Papers
- 2024
- [c97]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le:
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. AAAI 2024: 11480-11488 - [c96]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. ICLR 2024 - [c95]Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu:
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. ICLR 2024 - 2023
- [c94]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Causal Inference with Conditional Instruments Using Deep Generative Models. AAAI 2023: 7122-7130 - [c93]Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang:
Disentangled Representation for Causal Mediation Analysis. AAAI 2023: 10666-10674 - [c92]Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li:
Causal Disentanglement for Adversarial Defense. AI (1) 2023: 315-327 - [c91]Xiongren Chen, Jiuyong Li, Jixue Liu, Stefan Peters, Lin Liu, Thuc Duy Le, Anthony Walsh:
Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation. IEEE Big Data 2023: 1064-1069 - [c90]Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng:
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. ICDM 2023: 51-60 - [c89]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Xiaomei Li, Jixue Liu, Tony Waters:
Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments. KDD 2023: 4970-4980 - [c88]Oscar Blessed Deho, Srecko Joksimovic, Lin Liu, Jiuyong Li, Chen Zhan, Jixue Liu:
Assessing the Fairness of Course Success Prediction Models in the Face of (Un)equal Demographic Group Distribution. L@S 2023: 48-58 - [c87]Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang:
Disentangled Representation with Causal Constraints for Counterfactual Fairness. PAKDD (1) 2023: 471-482 - [c86]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu:
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. ECML/PKDD (1) 2023: 525-540 - 2022
- [c85]Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li:
Randomize Adversarial Defense in a Light Way. IEEE Big Data 2022: 1080-1089 - [c84]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
Decision Support for Disability Employment using Counterfactual Survival Analysis. IEEE Big Data 2022: 2103-2112 - [c83]Oscar Blessed Deho, Lin Liu, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu:
Assessing the Causal Impact of Online Instruction due to COVID-19 on Students' Grades and its aftermath on Grade Prediction Models. GoodIT 2022: 32-38 - [c82]Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu:
Ancestral Instrument Method for Causal Inference without Complete Knowledge. IJCAI 2022: 4843-4849 - [c81]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker? KDD 2022: 3981-3991 - [c80]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
Recommending Personalized Interventions to Increase Employability of Disabled Jobseekers. PAKDD (3) 2022: 92-104 - [c79]Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang:
Assessing Classifier Fairness with Collider Bias. PAKDD (2) 2022: 262-276 - 2021
- [c78]Ji-Young Park, Lin Liu, Jiuyong Li, Jixue Liu:
Training Neural Networks with Random Noise Images for Adversarial Robustness. CIKM 2021: 3358-3362 - [c77]Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu:
Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency. ICBK 2021: 125-132 - [c76]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability. KDD 2021: 3616-3626 - 2020
- [c75]Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong, Hong-Cheu Liu:
Building Fair Predictive Models. Australasian Conference on Artificial Intelligence 2020: 216-229 - [c74]Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters:
Intervention Recommendation for Improving Disability Employment. IEEE BigData 2020: 1671-1680 - [c73]Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le:
Causal Query in Observational Data with Hidden Variables. ECAI 2020: 2551-2558 - [c72]Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu:
LoPAD: A Local Prediction Approach to Anomaly Detection. PAKDD (2) 2020: 660-673 - [c71]Md. Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang:
Evidence Weighted Tree Ensembles for Text Classification. SIGIR 2020: 1737-1740 - 2019
- [c70]Md. Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang:
A Semantics Aware Random Forest for Text Classification. CIKM 2019: 1061-1070 - [c69]Md. Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang:
Semantic Explanations in Ensemble Learning. PAKDD (1) 2019: 29-41 - 2018
- [c68]Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li:
Information Propagation Trees for Protest Event Prediction. PAKDD (3) 2018: 777-789 - [c67]Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li:
SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection. WISE (1) 2018: 281-296 - [c66]Zan Zhang, Jiuyong Li, Hao Wang, Lin Liu, Jixue Liu:
Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based? WISE (1) 2018: 364-380 - 2017
- [c65]Wei Kang, Jie Chen, Jiuyong Li, Jixue Liu, Lin Liu, Grant Osborne, Nick Lothian, Brenton Cooper, Terry Moschou, Grant Neale:
Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media. ADMA 2017: 859-865 - [c64]Markus Stumptner, Wolfgang Mayer, Georg Grossmann, Jixue Liu, Wenhao Li, Pompeu Casanovas, Louis de Koker, Danuta Mendelson, David Watts, Bridget Bainbridge:
An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement. AICOL 2017: 124-139 - [c63]Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le, Saisai Ma, Yizhao Han:
Discrimination detection by causal effect estimation. IEEE BigData 2017: 1087-1094 - [c62]Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li:
Utility Aware Clustering for Publishing Transactional Data. PAKDD (2) 2017: 481-494 - [c61]Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo:
A Relative Privacy Model for Effective Privacy Preservation in Transactional Data. TrustCom/BigDataSE/ICESS 2017: 394-401 - 2016
- [c60]Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu, Ashfaqur Rahman:
An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations. ADC 2016: 283-294 - 2015
- [c59]Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye:
Conditional Differential Dependencies (CDDs). ADBIS 2015: 3-17 - [c58]Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye:
Efficient Discovery of Differential Dependencies Through Association Rules Mining. ADC 2015: 3-15 - [c57]Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu:
Unifying Spatial, Temporal and Semantic Features for an Effective GPS Trajectory-Based Location Recommendation. ADC 2015: 41-53 - [c56]Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li:
Efficient Mining of Non-derivable Emerging Patterns. ADC 2015: 244-256 - [c55]Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu:
STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction. ICDS 2015: 103-111 - 2014
- [c54]Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye:
Mining Differential Dependencies: A Subspace Clustering Approach. ADC 2014: 50-61 - [c53]Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li:
A Study on the Applications of Emerging Sequential Patterns. ADC 2014: 62-73 - [c52]Hong-Cheu Liu, Millist W. Vincent, Jixue Liu, Jiuyong Li:
Logics for Representing Data Mining Tasks in Inductive Databases. ADC 2014: 214-222 - [c51]Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin:
Top-k Similarity Matching in Large Graphs with Attributes. DASFAA (2) 2014: 156-170 - 2013
- [c50]Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu:
A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition. APWeb 2013: 151-162 - [c49]Xiaofeng Ding, Qing Yu, Jiuyong Li, Jixue Liu, Hai Jin:
Distributed Anonymization for Multiple Data Providers in a Cloud System. DASFAA (1) 2013: 346-360 - [c48]Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun:
Mining Causal Association Rules. ICDM Workshops 2013: 114-123 - [c47]Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao:
Exploring Groups from Heterogeneous Data via Sparse Learning. PAKDD (1) 2013: 556-567 - 2012
- [c46]Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu:
Updating Typical XML Views. DASFAA (1) 2012: 126-140 - [c45]Muzammil M. Baig, Jiuyong Li, Jixue Liu, Xiaofeng Ding, Hua Wang:
Data Privacy against Composition Attack. DASFAA (1) 2012: 320-334 - [c44]Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu:
Give Rookies A Chance: A Trust-Based Institutional Online Supplier Recommendation Framework. SEC 2012: 400-411 - 2011
- [c43]Feiyue Ye, Jixue Liu, Jin Qian, Yuxi Shi:
Discovering Association Rules Change from Large Databases. AICI (1) 2011: 388-395 - [c42]Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang:
Cloning for privacy protection in multiple independent data publications. CIKM 2011: 885-894 - [c41]Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu:
Evaluating Contained Rewritings for XPath Queries on Materialized Views. DASFAA (1) 2011: 481-495 - [c40]Md. Sumon Shahriar, Jixue Liu:
On mining association rules with semantic constraints in XML. ICDIM 2011: 1-5 - [c39]Han Jiao, Jixue Liu, Jiuyong Li:
Recognize Trustworthy Web Services Via Institutions. ICEIS (4) 2011: 187-190 - [c38]Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu:
A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories. TrustCom 2011: 344-351 - 2010
- [c37]Md. Sumon Shahriar, Jixue Liu:
Semantic Constraint-Based XML Updating. FGIT-DTA/BSBT 2010: 100-109 - 2009
- [c36]Md. Sumon Shahriar, Jixue Liu:
Towards Evolving Constraints in Data Transformation for XML Data Warehousing. ADBIS (Workshops) 2009: 79-86 - [c35]Md. Sumon Shahriar, Jixue Liu:
Checking Satisfactions of XML Referential Integrity Constraints. AMT 2009: 148-159 - [c34]Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang:
Studying Genotype-Phenotype Attack on k-anonymised Medical and Genomic Data. AusDM 2009: 159-166 - [c33]Md. Sumon Shahriar, Jixue Liu:
Preserving Referential Integrity Constraints in XML Data Transformation. FGIT-DTA 2009: 57-65 - [c32]Md. Sumon Shahriar, Jixue Liu:
Transformation of Data with Constraints for Integration: An Information System Approach. FGIT-DTA 2009: 74-81 - [c31]Md. Sumon Shahriar, Jixue Liu:
On the Performances of Checking XML Key and Functional Dependency Satisfactions. OTM Conferences (2) 2009: 1254-1271 - [c30]Md. Sumon Shahriar, Jixue Liu:
On Defining Functional Dependency for XML. ICSC 2009: 595-600 - 2008
- [c29]Md. Sumon Shahriar, Jixue Liu:
Preserving Functional Dependency in XML Data Transformation. ADBIS 2008: 262-278 - [c28]Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Jixue Liu, Guoren Wang, Chi Yang:
Computing Structural Similarity of Source XML Schemas against Domain XML Schema. ADC 2008: 155-164 - [c27]Jiashen Tian, Jixue Liu, Weidong Pan, Millist W. Vincent, Chengfei Liu:
Performance Analysis and Improvement for Transformation Operators in XML Data Integration. APWeb 2008: 214-226 - [c26]Md. Sumon Shahriar, Jixue Liu:
Key Preserving P2P Data Transformation in XML. DBISP2P 2008: 42-54 - [c25]Weidong Pan, Jixue Liu, Jiashen Tian:
An Implementation of XML Data Integration. ICEIS (1) 2008: 111-116 - 2006
- [c24]Jixue Liu, Ho-Hyun Park, Millist W. Vincent, Chengfei Liu:
A Formalism of XML Restructuring Operations. ASWC 2006: 126-132 - 2005
- [c23]Jixue Liu, Millist W. Vincent, Chengfei Liu, Mukesh K. Mohania:
Checking Multivalued Dependencies in XML. APWeb 2005: 320-332 - [c22]Jixue Liu, Zhuoyun Ao, Ho-Hyun Park, Yongfeng Chen:
An XML Approach to Semantically Extract Data from HTML Tables. DEXA 2005: 696-705 - [c21]Yong-Il Kwon, Ho-Hyun Park, Jixue Liu, Mario A. Nascimento:
Radial Projection: A Feature Extraction Method for Topographical Shapes. PCM (1) 2005: 582-593 - [c20]Millist W. Vincent, Jixue Liu:
Checking Functional Dependency Satisfaction in XML. XSym 2005: 4-17 - 2004
- [c19]Millist W. Vincent, Michael Schrefl, Jixue Liu, Chengfei Liu, Solen Dogen:
Generalized Inclusion Dependencies in XML. APWeb 2004: 224-233 - [c18]Millist W. Vincent, Jixue Liu, Chengfei Liu:
Redundancy Free Mappings from Relations to XML. WAIM 2004: 346-356 - 2003
- [c17]Millist W. Vincent, Jixue Liu:
Functional Dependencies for XML. APWeb 2003: 22-34 - [c16]Chengfei Liu, Jixue Liu, Minyi Guo:
On Transformation to Redundancy Free XML Schema from Relational Database Schema. APWeb 2003: 35-46 - [c15]Millist W. Vincent, Jixue Liu:
Multivalued Dependencies in XML. BNCOD 2003: 4-18 - [c14]Chengfei Liu, Minyi Guo, Jixue Liu:
Accessing Relational Databases via XML Schema. CAiSE Short Paper Proceedings 2003 - [c13]Millist W. Vincent, Jixue Liu:
Multivalued Dependencies and a 4NF for XML. CAiSE 2003: 14-29 - [c12]Jixue Liu, Millist W. Vincent, Chengfei Liu:
Functional Dependencies, from Relational to XML. Ershov Memorial Conference 2003: 531-538 - [c11]Jixue Liu, Millist W. Vincent:
Query Translation from XSLT to SQL. IDEAS 2003: 87-97 - [c10]Millist W. Vincent, Jixue Liu, Chengfei Liu:
Redundancy Free Mappings from Relations to XML. WAIM 2003: 55-67 - [c9]Jixue Liu, Millist W. Vincent, Chengfei Liu:
Local XML functional dependencies. WIDM 2003: 23-28 - [c8]Chengfei Liu, Millist W. Vincent, Jixue Liu, Minyi Guo:
A Virtual XML Database Engine for Relational Databases. Xsym 2003: 37-51 - [c7]Millist W. Vincent, Jixue Liu, Chengfei Liu:
A Redundancy Free 4NF for XML. Xsym 2003: 254-266 - 2002
- [c6]Jixue Liu, Chengfei Liu:
A Declarative Way of Extracting XML Data in XSL. ADBIS 2002: 374-387 - 2001
- [c5]Jixue Liu, Millist W. Vincent:
Derivation of incremental equations for nested relations. ADC 2001: 76-82 - 2000
- [c4]Jixue Liu, Millist W. Vincent, Mukesh K. Mohania:
Maintaining Views in Object-relational Databases. CIKM 2000: 102-109 - [c3]Jixue Liu, Millist W. Vincent, Mukesh K. Mohania:
Implementation and Performance Analysis of Incremental Equations for Nested Relations. IDEAS 2000: 398-404 - 1999
- [c2]Jixue Liu, Millist W. Vincent, Mukesh K. Mohania:
Incremental Evaluation of Nest and Unnest Operators in Nested Relations. CODAS 1999: 264-275 - [c1]Jixue Liu, Millist W. Vincent, Mukesh K. Mohania:
Incremental Maintenance of Nested Relational Views. IDEAS 1999: 197-205
Parts in Books or Collections
- 2015
- [p2]Jiuyong Li, Sarowar A. Sattar, Muzammil M. Baig, Jixue Liu, Raymond Heatherly, Qiang Tang, Bradley A. Malin:
Methods to Mitigate Risk of Composition Attack in Independent Data Publications. Medical Data Privacy Handbook 2015: 179-200 - 2010
- [p1]Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang, Junhu Wang:
Privacy Protection for Genomic Data: Current Techniques and Challenges. Advances in Intelligent Information Systems 2010: 175-193
Editorship
- 2019
- [e1]Jixue Liu, James Bailey:
AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings. Lecture Notes in Computer Science 11919, Springer 2019, ISBN 978-3-030-35287-5 [contents]
Informal and Other Publications
- 2024
- [i34]Jixue Liu, Jiuyong Li, Stefan Peters, Liang Zhao:
A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery. CoRR abs/2406.13105 (2024) - [i33]Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yanchang Zhao, Yun Chen:
A Deconfounding Approach to Climate Model Bias Correction. CoRR abs/2408.12063 (2024) - 2023
- [i32]Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang:
Disentangled Representation for Causal Mediation Analysis. CoRR abs/2302.09694 (2023) - [i31]Jiuyong Li, Lin Liu, Ziqi Xu, Ha Xuan Tran, Thuc Duy Le, Jixue Liu:
Linking a predictive model to causal effect estimation. CoRR abs/2304.04566 (2023) - [i30]Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu:
Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion. CoRR abs/2304.11969 (2023) - [i29]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu:
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. CoRR abs/2306.12453 (2023) - [i28]Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Norman Mueller, Simon Oliver:
Learning Class-Specific Spectral Patterns to Improve Deep Learning Based Scene-Level Fire Smoke Detection from Multi-Spectral Satellite Imagery. CoRR abs/2310.01711 (2023) - [i27]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. CoRR abs/2310.01865 (2023) - [i26]Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu:
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. CoRR abs/2310.01937 (2023) - [i25]Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng:
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. CoRR abs/2312.05404 (2023) - [i24]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le:
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. CoRR abs/2312.07175 (2023) - 2022
- [i23]Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu:
Ancestral instrument method for causal inference without a causal graph. CoRR abs/2201.03810 (2022) - [i22]Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data. CoRR abs/2206.01931 (2022) - [i21]Jiuyong Li, Ha Xuan Tran, Thuc Duy Le, Lin Liu, Kui Yu, Jixue Liu:
Explanatory causal effects for model agnostic explanations. CoRR abs/2206.11529 (2022) - [i20]Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang:
Disentangled Representation with Causal Constraints for Counterfactual Fairness. CoRR abs/2208.09147 (2022) - [i19]Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey. CoRR abs/2208.09590 (2022) - [i18]Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le:
Causal Inference with Conditional Instruments using Deep Generative Models. CoRR abs/2211.16246 (2022) - 2020
- [i17]Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le:
Causal query in observational data with hidden variables. CoRR abs/2001.10269 (2020) - [i16]Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
Towards precise causal effect estimation from data with hidden variables. CoRR abs/2002.10091 (2020) - [i15]Jiuyong Li, Weijia Zhang, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu:
A general framework for causal classification. CoRR abs/2003.11940 (2020) - [i14]Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu:
Sufficient Dimension Reduction for Average Causal Effect Estimation. CoRR abs/2009.06444 (2020) - [i13]Zhenlong Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang:
Assessing the Fairness of Classifiers with Collider Bias. CoRR abs/2010.03933 (2020) - [i12]Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu:
Dependency-based Anomaly Detection: Framework, Methods and Benchmark. CoRR abs/2011.06716 (2020) - 2019
- [i11]Jiuyong Li, Saisai Ma, Lin Liu, Thuc Duy Le, Jixue Liu, Yizhao Han:
Identify treatment effect patterns for personalised decisions. CoRR abs/1906.06080 (2019) - [i10]Jixue Liu, Selasi Kwashie, Jiuyong Li, Lin Liu, Michael Bewong:
Linking Graph Entities with Multiplicity and Provenance. CoRR abs/1908.04464 (2019) - 2018
- [i9]Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li:
FairMod - Making Predictive Models Discrimination Aware. CoRR abs/1811.01480 (2018) - [i8]Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong:
An exploration of algorithmic discrimination in data and classification. CoRR abs/1811.02994 (2018) - 2017
- [i7]Markus Stumptner, Wolfgang Mayer, Georg Grossmann, Jixue Liu, Wenhao Li, Pompeu Casanovas, Louis de Koker, Danuta Mendelson, David Watts, Bridget Bainbridge:
An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement. CoRR abs/1708.06613 (2017) - 2016
- [i6]Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green:
Building Diversified Multiple Trees for Classification in High Dimensional Noise Data. CoRR abs/1612.05888 (2016) - 2015
- [i5]Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu:
Causal Decision Trees. CoRR abs/1508.03812 (2015) - [i4]Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun, Saisai Ma:
From Observational Studies to Causal Rule Mining. CoRR abs/1508.03819 (2015) - 2013
- [i3]Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu:
Update XML Views. CoRR abs/1302.1923 (2013) - [i2]Jixue Liu, Selasi Kwashie, Jiuyong Li, Feiyue Ye, Millist W. Vincent:
Discovery of Approximate Differential Dependencies. CoRR abs/1309.3733 (2013) - 2003
- [i1]Millist W. Vincent, Jixue Liu:
Completeness and Decidability Properties for Functional Dependencies in XML. CoRR cs.DB/0301017 (2003)
Coauthor Index
[j58] [j57] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j40] [j39] [j38] [j37] [j35] [j33] [j32] [j31] [j30] [j27] [j25] [j24] [j23] [j22] [j21] [j19] [j18] [j17] [j16] [j15] [j14] [j12] [j11] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c45] [c44] [c42] [c39] [c38] [c34] [p2] [p1] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i6] [i5] [i4] [i2]
[j58] [j57] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j40] [j39] [j38] [j37] [j35] [j33] [j27] [j25] [j22] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c63] [c62] [c61] [c48] [c47] [i33] [i32] [i31] [i30] [i29] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i6] [i5] [i4]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-04 21:02 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
