Jixue Liu

According to our database, Jixue Liu authored at least 177 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data.

Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Detecting Coseismic Landslides in GEE Using Machine Learning Algorithms on Combined Optical and Radar Imagery.

Stefan Peters, Jixue Liu, Gunnar Keppel, Anna Wendleder, Peiliang Xu

Remote. Sens., May, 2024

Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey.

Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

ACM Comput. Surv., May, 2024

Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations.

Zhining Shi, Christopher W. K. Chow, Jing Gao, Ke Xing, Jixue Liu, Jiuyong Li

Sensors, March, 2024

Fairmod: making predictions fair in multiple protected attributes.

Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li

Knowl. Inf. Syst., March, 2024

When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models.

Oscar Blessed Deho, Lin Liu, Jiuyong Li, Jixue Liu, Chen Zhan, Srecko Joksimovic

IEEE Trans. Learn. Technol., 2024

Onboard AI for Fire Smoke Detection Using Hyperspectral Imagery: An Emulation for the Upcoming Kanyini Hyperscout-2 Mission.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Linking Model Intervention to Causal Interpretation in Model Explanation.

Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

CoRR, 2024

Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift.

Oscar Blessed Deho, Michael Bewong, Selasi Kwashie, Jiuyong Li, Jixue Liu, Lin Liu, Srecko Joksimovic

CoRR, 2024

A Deconfounding Approach to Climate Model Bias Correction.

Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yanchang Zhao, Yun Chen

CoRR, 2024

A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery.

Jixue Liu, Jiuyong Li, Stefan Peters, Liang Zhao

CoRR, 2024

Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder.

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Conditional Instrumental Variable Regression with Representation Learning for Causal Inference.

Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness.

David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li, Lin Liu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

TSI: A Multi-view Representation Learning Approach for Time Series Forecasting.

Wentao Gao, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le, Debo Cheng, Yanchang Zhao, Yun Chen

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

Improving Intersectional Group Fairness Using Conditional Generative Adversarial Network and Transfer Learning.

David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li, Lin Liu

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders.

Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Personalized Interventions to Increase the Employment Success of People With Disability.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

IEEE Trans. Big Data, December, 2023

Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables.

Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Local Search for Efficient Causal Effect Estimation.

Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Jixue Liu, Thuc Duy Le

IEEE Trans. Knowl. Data Eng., September, 2023

Should Learning Analytics Models Include Sensitive Attributes? Explaining the Why.

Oscar Blessed Deho, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu, Lin Liu

IEEE Trans. Learn. Technol., August, 2023

Causal heterogeneity discovery by bottom-up pattern search for personalised decision making.

Jiuyong Li, Lin Liu, Shisheng Zhang, Saisai Ma, Thuc Duy Le, Jixue Liu

Appl. Intell., April, 2023

Learning Class-Specific Spectral Patterns to Improve Deep Learning Based Scene-Level Fire Smoke Detection from Multi-Spectral Satellite Imagery.

Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Norman Mueller, Simon Oliver

CoRR, 2023

Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion.

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

CoRR, 2023

Linking a predictive model to causal effect estimation.

Jiuyong Li, Lin Liu, Ziqi Xu, Ha Xuan Tran, Thuc Duy Le, Jixue Liu

CoRR, 2023

DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text.

Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot

IEEE Access, 2023

Learning Conditional Instrumental Variable Representation for Causal Effect Estimation.

Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Disentangled Representation with Causal Constraints for Counterfactual Fairness.

Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Assessing the Fairness of Course Success Prediction Models in the Face of (Un)equal Demographic Group Distribution.

Oscar Blessed Deho, Srecko Joksimovic, Lin Liu, Jiuyong Li, Chen Zhan, Jixue Liu

Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Xiaomei Li, Jixue Liu, Tony Waters

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference.

Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng

Proceedings of the IEEE International Conference on Data Mining, 2023

Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation.

Xiongren Chen, Jiuyong Li, Jixue Liu, Stefan Peters, Lin Liu, Thuc Duy Le, Anthony Walsh

Proceedings of the IEEE International Conference on Big Data, 2023

Causal Disentanglement for Adversarial Defense.

Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Disentangled Representation for Causal Mediation Analysis.

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Causal Inference with Conditional Instruments Using Deep Generative Models.

Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Applications of Online UV-Vis Spectrophotometer for Drinking Water Quality Monitoring and Process Control: A Review.

Zhining Shi, Christopher W. K. Chow, Rolando Fabris, Jixue Liu, Bo Jin

Sensors, 2022

Investigating the Impact of Using IR Bands on Early Fire Smoke Detection from Landsat Imagery with a Lightweight CNN Model.

Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Simon Oliver, Norman Mueller

Remote. Sens., 2022

FastOPM - A practical method for partial match of time series.

Jixue Liu, Jiuyong Li, Lin Liu

Pattern Recognit., 2022

Sufficient dimension reduction for average causal effect estimation.

Debo Cheng, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu, Kui Yu

Data Min. Knowl. Discov., 2022

Explanatory causal effects for model agnostic explanations.

Jiuyong Li, Ha Xuan Tran, Thuc Duy Le, Lin Liu, Kui Yu, Jixue Liu

CoRR, 2022

Ancestral instrument method for causal inference without a causal graph.

Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu

CoRR, 2022

How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?

Oscar Blessed Deho, Chen Zhan, Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le

Br. J. Educ. Technol., 2022

Assessing Classifier Fairness with Collider Bias.

Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Recommending Personalized Interventions to Increase Employability of Disabled Jobseekers.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker?

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Ancestral Instrument Method for Causal Inference without Complete Knowledge.

Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Assessing the Causal Impact of Online Instruction due to COVID-19 on Students' Grades and its aftermath on Grade Prediction Models.

Oscar Blessed Deho, Lin Liu, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu

Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Decision Support for Disability Employment using Counterfactual Survival Analysis.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

Proceedings of the IEEE International Conference on Big Data, 2022

Randomize Adversarial Defense in a Light Way.

Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A general framework for causal classification.

Jiuyong Li, Weijia Zhang, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

Int. J. Data Sci. Anal., 2021

Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency.

Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Training Neural Networks with Random Noise Images for Adversarial Robustness.

Ji-Young Park, Lin Liu, Jiuyong Li, Jixue Liu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Leveraging burst in twitter network communities for event detection.

Jeffery Ansah, Lin Liu, Wei Kang, Jixue Liu, Jiuyong Li

World Wide Web, 2020

Accurate data-driven prediction does not mean high reproducibility.

Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu

Nat. Mach. Intell., 2020

Dependency-based Anomaly Detection: Framework, Methods and Benchmark.

Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu

CoRR, 2020

Assessing the Fairness of Classifiers with Collider Bias.

Zhenlong Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang

CoRR, 2020

Sufficient Dimension Reduction for Average Causal Effect Estimation.

Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu

CoRR, 2020

Towards precise causal effect estimation from data with hidden variables.

Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu

CoRR, 2020

Evidence Weighted Tree Ensembles for Text Classification.

Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

LoPAD: A Local Prediction Approach to Anomaly Detection.

Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Causal Query in Observational Data with Hidden Variables.

Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Intervention Recommendation for Improving Disability Employment.

Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Building Fair Predictive Models.

Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong, Hong-Cheu Liu

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019

Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs).

Selasi Kwashie, Jixue Liu, Jiuyong Li, Lin Liu, Markus Stumptner, Lujing Yang

Proc. VLDB Endow., 2019

On the Expressive Power of Logics on Constraint Databases with Complex Objects.

Hong-Cheu Liu, Jixue Liu

J. Comput. Sci. Technol., 2019

Privacy preserving serial publication of transactional data.

Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li

Inf. Syst., 2019

Identify treatment effect patterns for personalised decisions.

Jiuyong Li, Saisai Ma, Lin Liu, Thuc Duy Le, Jixue Liu, Yizhao Han

CoRR, 2019

Efficient subgraph search on large anonymized graphs.

Xiaofeng Ding, Yangling Ou, Jianhong Jia, Hai Jin, Jixue Liu

Concurr. Comput. Pract. Exp., 2019

A relative privacy model for effective privacy preservation in transactional data.

Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo

Concurr. Comput. Pract. Exp., 2019

Semantic Explanations in Ensemble Learning.

Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Linking Graph Entities with Multiplicity and Provenance.

Jixue Liu, Selasi Kwashie, Jiuyong Li, Lin Liu, Michael Bewong

Proceedings of the 2nd International Workshop on EntitY REtrieval co-located with 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), 2019

A Semantics Aware Random Forest for Text Classification.

Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Authenticity and credibility aware detection of adverse drug events from social media.

Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li

Int. J. Medical Informatics, 2018

An exploration of algorithmic discrimination in data and classification.

Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong

CoRR, 2018

FairMod - Making Predictive Models Discrimination Aware.

Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li

CoRR, 2018

Supervised signal detection for adverse drug reactions in medication dispensing data.

Tao Hoang, Jixue Liu, Elizabeth Roughead, Nicole Pratt, Jiuyong Li

Comput. Methods Programs Biomed., 2018

Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based?

Zan Zhang, Jiuyong Li, Hao Wang, Lin Liu, Jixue Liu

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection.

Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Information Propagation Trees for Protest Event Prediction.

Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

Causal Decision Trees.

Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu

IEEE Trans. Knowl. Data Eng., 2017

A revised result on chasing tree patterns under schema graphs.

Junhu Wang, Jeffrey Xu Yu, Jixue Liu, Chaoyi Pang

Inf. Process. Lett., 2017

Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data.

Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green

Health Inf. Sci. Syst., 2017

Mobile cloud security: An adversary model for lightweight browser security.

Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu

Comput. Stand. Interfaces, 2017

Can Android VoIP voice conversations be decoded? I can eavesdrop on your Android VoIP communication.

Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu

Concurr. Comput. Pract. Exp., 2017

Utility Aware Clustering for Publishing Transactional Data.

Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Discrimination detection by causal effect estimation.

Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le, Saisai Ma, Yizhao Han

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement.

Markus Stumptner, Wolfgang Mayer, Georg Grossmann, Jixue Liu, Wenhao Li, Pompeu Casanovas, Louis de Koker, Danuta Mendelson, David Watts, Bridget Bainbridge

Proceedings of the AI Approaches to the Complexity of Legal Systems, 2017

Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media.

Wei Kang, Jie Chen, Jiuyong Li, Jixue Liu, Lin Liu, Grant Osborne, Nick Lothian, Brenton Cooper, Terry Moschou, Grant Neale

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

From Observational Studies to Causal Rule Mining.

Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun, Saisai Ma

ACM Trans. Intell. Syst. Technol., 2016

A hybrid approach to prevent composition attacks for independent data releases.

Jiuyong Li, Muzammil M. Baig, A. H. M. Sarowar Sattar, Xiaofeng Ding, Jixue Liu, Millist W. Vincent

Inf. Sci., 2016

Building Diversified Multiple Trees for Classification in High Dimensional Noise Data.

Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green

CoRR, 2016

Detecting signals of detrimental prescribing cascades from social media.

Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li

Artif. Intell. Medicine, 2016

An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations.

Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu, Ashfaqur Rahman

Proceedings of the Databases Theory and Applications, 2016

2015

Technical Correspondence: "Differential Dependencies: Reasoning and Discovery" Revisited.

Millist W. Vincent, Jixue Liu, Hong-Cheu Liu, Sebastian Link

ACM Trans. Database Syst., 2015

Using causal discovery for feature selection in multivariate numerical time series.

Youqiang Sun, Jiuyong Li, Jixue Liu, Christopher W. K. Chow, Bing-Yu Sun, Rujing Wang

Mach. Learn., 2015

STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction.

Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu

Proceedings of the Data Science - Second International Conference, 2015

Efficient Mining of Non-derivable Emerging Patterns.

Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li

Proceedings of the Databases Theory and Applications, 2015

Efficient Discovery of Differential Dependencies Through Association Rules Mining.

Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye

Proceedings of the Databases Theory and Applications, 2015

Unifying Spatial, Temporal and Semantic Features for an Effective GPS Trajectory-Based Location Recommendation.

Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu

Proceedings of the Databases Theory and Applications, 2015

Conditional Differential Dependencies (CDDs).

Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye

Proceedings of the Advances in Databases and Information Systems, 2015

Methods to Mitigate Risk of Composition Attack in Independent Data Publications.

Jiuyong Li, Sarowar A. Sattar, Muzammil M. Baig, Jixue Liu, Raymond Heatherly, Qiang Tang, Bradley A. Malin

Proceedings of the Medical Data Privacy Handbook, 2015

2014

A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments.

A. H. M. Sarowar Sattar, Jiuyong Li, Jixue Liu, Raymond Heatherly, Bradley A. Malin

Knowl. Based Syst., 2014

Discovering statistically non-redundant subgroups.

Jiuyong Li, Jixue Liu, Hannu Toivonen, Kenji Satou, Youqiang Sun, Bing-Yu Sun

Knowl. Based Syst., 2014

An improvement of symbolic aggregate approximation distance measure for time series.

Youqiang Sun, Jiuyong Li, Jixue Liu, Bing-Yu Sun, Christopher W. K. Chow

Neurocomputing, 2014

Top-k Similarity Matching in Large Graphs with Attributes.

Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin

Proceedings of the Database Systems for Advanced Applications, 2014

A Study on the Applications of Emerging Sequential Patterns.

Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li

Proceedings of the Databases Theory and Applications, 2014

Logics for Representing Data Mining Tasks in Inductive Databases.

Hong-Cheu Liu, Millist W. Vincent, Jixue Liu, Jiuyong Li

Proceedings of the Databases Theory and Applications, 2014

Mining Differential Dependencies: A Subspace Clustering Approach.

Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye

Proceedings of the Databases Theory and Applications, 2014

2013

A general framework for privacy preserving data publishing.

A. H. M. Sarowar Sattar, Jiuyong Li, Xiaofeng Ding, Jixue Liu, Millist W. Vincent

Knowl. Based Syst., 2013

On discovery of functional dependencies from data.

Jixue Liu, Feiyue Ye, Jiuyong Li, Junhu Wang

Data Knowl. Eng., 2013

Update XML Views

Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu

CoRR, 2013

Discovery of Approximate Differential Dependencies.

Jixue Liu, Selasi Kwashie, Jiuyong Li, Feiyue Ye, Millist W. Vincent

CoRR, 2013

Effective Pruning for the Discovery of Conditional Functional Dependencies.

Jiuyong Li, Jixue Liu, Hannu Toivonen, Jianming Yong

Comput. J., 2013

Exploring Groups from Heterogeneous Data via Sparse Learning.

Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining Causal Association Rules.

Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Distributed Anonymization for Multiple Data Providers in a Cloud System.

Xiaofeng Ding, Qing Yu, Jiuyong Li, Jixue Liu, Hai Jin

Proceedings of the Database Systems for Advanced Applications, 2013

A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition.

Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu

Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012

Discover Dependencies from Data - A Review.

Jixue Liu, Jiuyong Li, Chengfei Liu, Yongfeng Chen

IEEE Trans. Knowl. Data Eng., 2012

The implication problem for 'closest node' functional dependencies in complete XML documents.

Millist W. Vincent, Jixue Liu, Mukesh K. Mohania

J. Comput. Syst. Sci., 2012

Give Rookies A Chance: A Trust-Based Institutional Online Supplier Recommendation Framework.

Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu

Proceedings of the Information Security and Privacy Research, 2012

Updating Typical XML Views.

Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu

Proceedings of the Database Systems for Advanced Applications, 2012

Data Privacy against Composition Attack.

Muzammil M. Baig, Jiuyong Li, Jixue Liu, Xiaofeng Ding, Hua Wang

Proceedings of the Database Systems for Advanced Applications, 2012

2011

Information based data anonymization for classification utility.

Jiuyong Li, Jixue Liu, Muzammil M. Baig, Raymond Chi-Wing Wong

Data Knowl. Eng., 2011

A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories.

Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu

Proceedings of the IEEE 10th International Conference on Trust, 2011

Recognize Trustworthy Web Services Via Institutions.

Han Jiao, Jixue Liu, Jiuyong Li

Proceedings of the ICEIS 2011, 2011

On mining association rules with semantic constraints in XML.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Sixth IEEE International Conference on Digital Information Management, 2011

Evaluating Contained Rewritings for XPath Queries on Materialized Views.

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu

Proceedings of the Database Systems for Advanced Applications, 2011

Cloning for privacy protection in multiple independent data publications.

Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Discovering Association Rules Change from Large Databases.

Feiyue Ye, Jixue Liu, Jin Qian, Yuxi Shi

Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010

Privacy Protection for Genomic Data: Current Techniques and Challenges.

Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang, Junhu Wang

Proceedings of the Advances in Intelligent Information Systems, 2010

Towards the preservation of functional dependency in XML data transformation.

Md. Sumon Shahriar, Jixue Liu

Int. J. Intell. Inf. Database Syst., 2010

Semantic Constraint-Based XML Updating.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2010

2009

Preserving key in XML data transformation.

Md. Sumon Shahriar, Jixue Liu

Acta Informatica, 2009

On Defining Functional Dependency for XML.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

On the Performances of Checking XML Key and Functional Dependency Satisfactions.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009, 2009

Transformation of Data with Constraints for Integration: An Information System Approach.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Database Theory and Application, 2009

Preserving Referential Integrity Constraints in XML Data Transformation.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Database Theory and Application, 2009

Studying Genotype-Phenotype Attack on k-anonymised Medical and Genomic Data.

Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

Checking Satisfactions of XML Referential Integrity Constraints.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Active Media Technology, 5th International Conference, 2009

Towards Evolving Constraints in Data Transformation for XML Data Warehousing.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Advances in Databases and Information Systems, 2009

2008

An Implementation of XML Data Integration.

Weidong Pan, Jixue Liu, Jiashen Tian

Proceedings of the ICEIS 2008, 2008

Key Preserving P2P Data Transformation in XML.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Databases, 2008

Performance Analysis and Improvement for Transformation Operators in XML Data Integration.

Jiashen Tian, Jixue Liu, Weidong Pan, Millist W. Vincent, Chengfei Liu

Proceedings of the Progress in WWW Research and Development, 2008

Computing Structural Similarity of Source XML Schemas against Domain XML Schema.

Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Jixue Liu, Guoren Wang, Chi Yang

Proceedings of the Database Technologies 2008. Proceedings of the Nineteenth Australasian Database Conference, 2008

Preserving Functional Dependency in XML Data Transformation.

Md. Sumon Shahriar, Jixue Liu

Proceedings of the Advances in Databases and Information Systems, 2008

2007

On the equivalence between FDs in XML and FDs in relations.

Millist W. Vincent, Jixue Liu, Mukesh K. Mohania

Acta Informatica, 2007

2006

Constraint Preserving Transformation from Relational Schema to XML Schema.

Chengfei Liu, Millist W. Vincent, Jixue Liu

World Wide Web, 2006

A Formalism of XML Restructuring Operations.

Jixue Liu, Ho-Hyun Park, Millist W. Vincent, Chengfei Liu

Proceedings of the Semantic Web, 2006

2005

Checking Functional Dependency Satisfaction in XML.

Millist W. Vincent, Jixue Liu

Proceedings of the Database and XML Technologies, 2005

Radial Projection: A Feature Extraction Method for Topographical Shapes.

Yong-Il Kwon, Ho-Hyun Park, Jixue Liu, Mario A. Nascimento

Proceedings of the Advances in Multimedia Information Processing, 2005

An XML Approach to Semantically Extract Data from HTML Tables.

Jixue Liu, Zhuoyun Ao, Ho-Hyun Park, Yongfeng Chen

Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Checking Multivalued Dependencies in XML.

Jixue Liu, Millist W. Vincent, Chengfei Liu, Mukesh K. Mohania

Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004

Strong functional dependencies and their application to normal forms in XML.

Millist W. Vincent, Jixue Liu, Chengfei Liu

ACM Trans. Database Syst., 2004

Irrelevant updates and self-maintainability in transitive closure database views.

Millist W. Vincent, Jixue Liu

Inf. Process. Lett., 2004

Querying relational databases through XSLT.

Jixue Liu, Millist W. Vincent

Data Knowl. Eng., 2004

Generalized Inclusion Dependencies in XML.

Millist W. Vincent, Michael Schrefl, Jixue Liu, Chengfei Liu, Solen Dogen

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

Maintaining Views in Object-Relational Databases.

Jixue Liu, Millist W. Vincent, Mukesh K. Mohania

Knowl. Inf. Syst., 2003

Completeness and Decidability Properties for Functional Dependencies in XML

Millist W. Vincent, Jixue Liu

CoRR, 2003

Derivation of Incremental Equations for PNF Nested Relations.

Jixue Liu, Millist W. Vincent

Acta Cybern., 2003

A Redundancy Free 4NF for XML.

Millist W. Vincent, Jixue Liu, Chengfei Liu

Proceedings of the Database and XML Technologies, 2003

A Virtual XML Database Engine for Relational Databases.

Chengfei Liu, Millist W. Vincent, Jixue Liu, Minyi Guo

Proceedings of the Database and XML Technologies, 2003

Local XML functional dependencies.

Jixue Liu, Millist W. Vincent, Chengfei Liu

Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

Redundancy Free Mappings from Relations to XML.

Millist W. Vincent, Jixue Liu, Chengfei Liu

Proceedings of the Advances in Web-Age Information Management, 2003

Query Translation from XSLT to SQL.

Jixue Liu, Millist W. Vincent

Proceedings of the 7th International Database Engineering and Applications Symposium (IDEAS 2003), 2003

Functional Dependencies, from Relational to XML.

Jixue Liu, Millist W. Vincent, Chengfei Liu

Proceedings of the Perspectives of Systems Informatics, 2003

Multivalued Dependencies and a 4NF for XML.

Millist W. Vincent, Jixue Liu

Proceedings of the Advanced Information Systems Engineering, 15th International Conference, 2003

Accessing Relational Databases via XML Schema.

Chengfei Liu, Minyi Guo, Jixue Liu

Proceedings of the 15th Conference on Advanced Information Systems Engineering (CAiSE '03), 2003

Multivalued Dependencies in XML.

Millist W. Vincent, Jixue Liu

Proceedings of the New Horizons in Information Management, 2003

Functional Dependencies for XML.

Millist W. Vincent, Jixue Liu

Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

On Transformation to Redundancy Free XML Schema from Relational Database Schema.

Chengfei Liu, Jixue Liu, Minyi Guo

Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002

Containment and disjointedness in partitioned normal form relations.

Jixue Liu, Millist W. Vincent

Acta Informatica, 2002

A Declarative Way of Extracting XML Data in XSL.

Jixue Liu, Chengfei Liu

Proceedings of the Advances in Databases and Information Systems, 2002

2001

Derivation of incremental equations for nested relations.

Jixue Liu, Millist W. Vincent

Proceedings of the Twelfth Australasian Database Conference, 2001

2000

Implementation and Performance Analysis of Incremental Equations for Nested Relations.

Jixue Liu, Millist W. Vincent, Mukesh K. Mohania

Proceedings of the 2000 International Database Engineering and Applications Symposium, 2000

1999

Incremental Maintenance of Nested Relational Views.

Jixue Liu, Millist W. Vincent, Mukesh K. Mohania

Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

Incremental Evaluation of Nest and Unnest Operators in Nested Relations.

Jixue Liu, Millist W. Vincent, Mukesh K. Mohania

Proceedings of the Proceedings of the Second International Symposium on Cooperative Database Systems for Advanced Applications, 1999