Jixue Liu - RankMe

211 papers A* 14A 8B 6C 15Misc 11Journal 102Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dependency-based anomaly detection: A general framework and comprehensive evaluation. Expert Syst. Appl. Sha Lu, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu, Jiuyong Li
2026	J	`jnl`	Identifying the Group to Intervene on to Maximise Effect Under Cross-Group Interference. CoRR Xiaojing Du, Jiuyong Li, Lin Liu, Debo Cheng, Jixue Liu, Thuc Duy Le
2026	J	`jnl`	Linking model intervention to causal interpretation in model explanation. Pattern Recognit. Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2025	B	`conf`	Can EEG Foundation Models Help with Epileptic Seizure Prediction? IEEE Big Data Xudong Guo, Lin Liu, Sha Lu, Jiuyong Li, Thuc Duy Le, Jixue Liu
2025	A*	`conf`	Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction. IJCAI Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yun Chen, Yanchang Zhao
2025	A*	`conf`	Diffusion Models for Attribution. AAAI Xiongren Chen, Jiuyong Li, Jixue Liu, Lin Liu, Stefan Peters, Thuc Duy Le, Wentao Gao, Xiaojing Du, Anthony Walsh
2025	J	`jnl`	Disentangled Representation Learning for Causal Inference With Instruments. IEEE Trans. Neural Networks Learn. Syst. Debo Cheng, Jiuyong Li, Lin Liu, Ziqi Xu, Weijia Zhang, Jixue Liu, Thuc Duy Le
2025	A	`conf`	From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction. ECAI Wentao Gao, Jiuyong Li, Lin Liu, Thuc Duy Le, Xiongren Chen, Xiaojing Du, Jixue Liu, Yanchang Zhao, Yun Chen
2025	J	`jnl`	From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction. CoRR Wentao Gao, Jiuyong Li, Lin Liu, Thuc Duy Le, Xiongren Chen, Xiaojing Du, Jixue Liu, Yanchang Zhao, Yun Chen
2025	J	`jnl`	Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift. Mach. Learn. Oscar Blessed Deho, Michael Bewong, Selasi Kwashie, Jiuyong Li, Jixue Liu, Lin Liu, Srecko Joksimovic
2025	A*	`conf`	Off-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders. WWW Haolin Wang, Lin Liu, Jiuyong Li, Ziqi Xu, Jixue Liu, Zehong Cao, Debo Cheng
2024	J	`jnl`	A Deconfounding Approach to Climate Model Bias Correction. CoRR Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yanchang Zhao, Yun Chen
2024	J	`jnl`	A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery. CoRR Jixue Liu, Jiuyong Li, Stefan Peters, Liang Zhao
2024	A*	`conf`	Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. ICLR Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
2024	A*	`conf`	Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. ICLR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2024	J	`jnl`	Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey. ACM Comput. Surv. Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2024	J	`jnl`	Detecting Coseismic Landslides in GEE Using Machine Learning Algorithms on Combined Optical and Radar Imagery. Remote. Sens. Stefan Peters, Jixue Liu, Gunnar Keppel, Anna Wendleder, Peiliang Xu
2024	J	`jnl`	Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data. IEEE Trans. Neural Networks Learn. Syst. Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2024	J	`jnl`	Disentangled Representation Learning for Causal Inference with Instruments. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Ziqi Xu, Weijia Zhang, Jixue Liu, Thuc Duy Le
2024	J	`jnl`	Fairmod: making predictions fair in multiple protected attributes. Knowl. Inf. Syst. Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li
2024	—	`conf`	Improving Intersectional Group Fairness Using Conditional Generative Adversarial Network and Transfer Learning. AI (1) David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li, Lin Liu
2024	A*	`conf`	Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. AAAI Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le
2024	A	`conf`	Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness. CIKM David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li, Lin Liu
2024	J	`jnl`	Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift. CoRR Oscar Blessed Deho, Michael Bewong, Selasi Kwashie, Jiuyong Li, Jixue Liu, Lin Liu, Srecko Joksimovic
2024	J	`jnl`	Linking Model Intervention to Causal Interpretation in Model Explanation. CoRR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2024	J	`jnl`	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. Sha Lu, Eriita G. Jones, Liang Zhao, Yu Sun, A. K. Qin, Jixue Liu, Jiuyong Li, Prabath Abeysekara, Norman Mueller, Simon Oliver, Jim O'Hehir, Stefan Peters
2024	J	`jnl`	TSI: A Multi-View Representation Learning Approach for Time Series Forecasting. CoRR Wentao Gao, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le, Debo Cheng, Yanchang Zhao, Yun Chen
2024	—	`conf`	TSI: A Multi-view Representation Learning Approach for Time Series Forecasting. AI (1) Wentao Gao, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le, Debo Cheng, Yanchang Zhao, Yun Chen
2024	J	`jnl`	Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations. Sensors Zhining Shi, Christopher W. K. Chow, Jing Gao, Ke Xing, Jixue Liu, Jiuyong Li
2024	J	`jnl`	When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models. IEEE Trans. Learn. Technol. Oscar Blessed Deho, Lin Liu, Jiuyong Li, Jixue Liu, Chen Zhan, Srecko Joksimovic
2023	B	`conf`	Assessing the Fairness of Course Success Prediction Models in the Face of (Un)equal Demographic Group Distribution. L@S Oscar Blessed Deho, Srecko Joksimovic, Lin Liu, Jiuyong Li, Chen Zhan, Jixue Liu
2023	—	`conf`	Causal Disentanglement for Adversarial Defense. AI (1) Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li
2023	J	`jnl`	Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion. CoRR Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
2023	J	`jnl`	Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. CoRR Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
2023	A*	`conf`	Causal Inference with Conditional Instruments Using Deep Generative Models. AAAI Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2023	J	`jnl`	Causal heterogeneity discovery by bottom-up pattern search for personalised decision making. Appl. Intell. Jiuyong Li, Lin Liu, Shisheng Zhang, Saisai Ma, Thuc Duy Le, Jixue Liu
2023	J	`jnl`	Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. CoRR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2023	J	`jnl`	DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text. IEEE Access Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot
2023	A*	`conf`	Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. ICDM Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
2023	J	`jnl`	Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. CoRR Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
2023	A*	`conf`	Disentangled Representation for Causal Mediation Analysis. AAAI Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
2023	J	`jnl`	Disentangled Representation for Causal Mediation Analysis. CoRR Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
2023	—	`conf`	Disentangled Representation with Causal Constraints for Counterfactual Fairness. PAKDD (1) Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2023	B	`conf`	Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation. IEEE Big Data Xiongren Chen, Jiuyong Li, Jixue Liu, Stefan Peters, Lin Liu, Thuc Duy Le, Anthony Walsh
2023	J	`jnl`	Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. CoRR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le
2023	J	`jnl`	Learning Class-Specific Spectral Patterns to Improve Deep Learning Based Scene-Level Fire Smoke Detection from Multi-Spectral Satellite Imagery. CoRR Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Norman Mueller, Simon Oliver
2023	—	`conf`	Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. ECML/PKDD (1) Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu
2023	J	`jnl`	Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. CoRR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu
2023	J	`jnl`	Linking a predictive model to causal effect estimation. CoRR Jiuyong Li, Lin Liu, Ziqi Xu, Ha Xuan Tran, Thuc Duy Le, Jixue Liu
2023	J	`jnl`	Local Search for Efficient Causal Effect Estimation. IEEE Trans. Knowl. Data Eng. Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Jixue Liu, Thuc Duy Le
2023	J	`jnl`	Personalized Interventions to Increase the Employment Success of People With Disability. IEEE Trans. Big Data Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2023	J	`jnl`	Should Learning Analytics Models Include Sensitive Attributes? Explaining the Why. IEEE Trans. Learn. Technol. Oscar Blessed Deho, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu, Lin Liu
2023	A*	`conf`	Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments. KDD Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Xiaomei Li, Jixue Liu, Tony Waters
2023	J	`jnl`	Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables. IEEE Trans. Neural Networks Learn. Syst. Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2022	A*	`conf`	Ancestral Instrument Method for Causal Inference without Complete Knowledge. IJCAI Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu
2022	J	`jnl`	Ancestral instrument method for causal inference without a causal graph. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu
2022	J	`jnl`	Applications of Online UV-Vis Spectrophotometer for Drinking Water Quality Monitoring and Process Control: A Review. Sensors Zhining Shi, Christopher W. K. Chow, Rolando Fabris, Jixue Liu, Bo Jin
2022	—	`conf`	Assessing Classifier Fairness with Collider Bias. PAKDD (2) Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2022	—	`conf`	Assessing the Causal Impact of Online Instruction due to COVID-19 on Students' Grades and its aftermath on Grade Prediction Models. GoodIT Oscar Blessed Deho, Lin Liu, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu
2022	J	`jnl`	Causal Inference with Conditional Instruments using Deep Generative Models. CoRR Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2022	J	`jnl`	Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
2022	B	`conf`	Decision Support for Disability Employment using Counterfactual Survival Analysis. IEEE Big Data Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2022	J	`jnl`	Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2022	J	`jnl`	Disentangled Representation with Causal Constraints for Counterfactual Fairness. CoRR Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2022	J	`jnl`	Explanatory causal effects for model agnostic explanations. CoRR Jiuyong Li, Ha Xuan Tran, Thuc Duy Le, Lin Liu, Kui Yu, Jixue Liu
2022	J	`jnl`	FastOPM - A practical method for partial match of time series. Pattern Recognit. Jixue Liu, Jiuyong Li, Lin Liu
2022	J	`jnl`	How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics? Br. J. Educ. Technol. Oscar Blessed Deho, Chen Zhan, Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le
2022	J	`jnl`	Investigating the Impact of Using IR Bands on Early Fire Smoke Detection from Landsat Imagery with a Lightweight CNN Model. Remote. Sens. Liang Zhao, Jixue Liu, Stefan Peters, Jiuyong Li, Simon Oliver, Norman Mueller
2022	B	`conf`	Randomize Adversarial Defense in a Light Way. IEEE Big Data Ji-Young Park, Lin Liu, Jixue Liu, Jiuyong Li
2022	—	`conf`	Recommending Personalized Interventions to Increase Employability of Disabled Jobseekers. PAKDD (3) Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2022	J	`jnl`	Sufficient dimension reduction for average causal effect estimation. Data Min. Knowl. Discov. Debo Cheng, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu, Kui Yu
2022	A*	`conf`	What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker? KDD Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2021	J	`jnl`	A general framework for causal classification. Int. J. Data Sci. Anal. Jiuyong Li, Weijia Zhang, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2021	—	`conf`	Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency. ICBK Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu
2021	A*	`conf`	Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability. KDD Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2021	A	`conf`	Training Neural Networks with Random Noise Images for Adversarial Robustness. CIKM Ji-Young Park, Lin Liu, Jiuyong Li, Jixue Liu
2020	J	`jnl`	A general framework for causal classification. CoRR Jiuyong Li, Weijia Zhang, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2020	J	`jnl`	Accurate data-driven prediction does not mean high reproducibility. Nat. Mach. Intell. Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu
2020	J	`jnl`	Assessing the Fairness of Classifiers with Collider Bias. CoRR Zhenlong Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
2020	—	`conf`	Building Fair Predictive Models. Australasian Conference on Artificial Intelligence Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong, Hong-Cheu Liu
2020	A	`conf`	Causal Query in Observational Data with Hidden Variables. ECAI Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le
2020	J	`jnl`	Causal query in observational data with hidden variables. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le
2020	J	`jnl`	Dependency-based Anomaly Detection: Framework, Methods and Benchmark. CoRR Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu
2020	A*	`conf`	Evidence Weighted Tree Ensembles for Text Classification. SIGIR Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang
2020	—	`conf`	Intervention Recommendation for Improving Disability Employment. IEEE BigData Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters
2020	J	`jnl`	Leveraging burst in twitter network communities for event detection. World Wide Web Jeffery Ansah, Lin Liu, Wei Kang, Jixue Liu, Jiuyong Li
2020	—	`conf`	LoPAD: A Local Prediction Approach to Anomaly Detection. PAKDD (2) Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu
2020	J	`jnl`	Sufficient Dimension Reduction for Average Causal Effect Estimation. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu
2020	J	`jnl`	Towards precise causal effect estimation from data with hidden variables. CoRR Debo Cheng, Jiuyong Li, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu
2019	A	`conf`	A Semantics Aware Random Forest for Text Classification. CIKM Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang
2019	J	`jnl`	A relative privacy model for effective privacy preservation in transactional data. Concurr. Comput. Pract. Exp. Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo
2019	—	`ed.`	AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings Australasian Conference on Artificial Intelligence Jixue Liu, James Bailey
2019	J	`jnl`	Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs). Proc. VLDB Endow. Selasi Kwashie, Jixue Liu, Jiuyong Li, Lin Liu, Markus Stumptner, Lujing Yang
2019	J	`jnl`	Efficient subgraph search on large anonymized graphs. Concurr. Comput. Pract. Exp. Xiaofeng Ding, Yangling Ou, Jianhong Jia, Hai Jin, Jixue Liu
2019	J	`jnl`	Identify treatment effect patterns for personalised decisions. CoRR Jiuyong Li, Saisai Ma, Lin Liu, Thuc Duy Le, Jixue Liu, Yizhao Han
2019	—	`conf`	Linking Graph Entities with Multiplicity and Provenance. EYRE@CIKM Jixue Liu, Selasi Kwashie, Jiuyong Li, Lin Liu, Michael Bewong
2019	J	`jnl`	Linking Graph Entities with Multiplicity and Provenance. CoRR Jixue Liu, Selasi Kwashie, Jiuyong Li, Lin Liu, Michael Bewong
2019	J	`jnl`	On the Expressive Power of Logics on Constraint Databases with Complex Objects. J. Comput. Sci. Technol. Hong-Cheu Liu, Jixue Liu
2019	J	`jnl`	Privacy preserving serial publication of transactional data. Inf. Syst. Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li
2019	—	`conf`	Semantic Explanations in Ensemble Learning. PAKDD (1) Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang
2018	J	`jnl`	An exploration of algorithmic discrimination in data and classification. CoRR Jixue Liu, Jiuyong Li, Feiyue Ye, Lin Liu, Thuc Duy Le, Ping Xiong
2018	J	`jnl`	Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2018	J	`jnl`	Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2018	J	`jnl`	FairMod - Making Predictive Models Discrimination Aware. CoRR Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li
2018	—	`conf`	Information Propagation Trees for Protest Event Prediction. PAKDD (3) Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li
2018	—	`conf`	SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection. WISE (1) Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li
2018	J	`jnl`	Supervised signal detection for adverse drug reactions in medication dispensing data. Comput. Methods Programs Biomed. Tao Hoang, Jixue Liu, Elizabeth Roughead, Nicole Pratt, Jiuyong Li
2018	—	`conf`	Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based? WISE (1) Zan Zhang, Jiuyong Li, Hao Wang, Lin Liu, Jixue Liu
2017	—	`conf`	A Relative Privacy Model for Effective Privacy Preservation in Transactional Data. TrustCom/BigDataSE/ICESS Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo
2017	J	`jnl`	A revised result on chasing tree patterns under schema graphs. Inf. Process. Lett. Junhu Wang, Jeffrey Xu Yu, Jixue Liu, Chaoyi Pang
2017	—	`conf`	An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement. AICOL Markus Stumptner, Wolfgang Mayer, Georg Grossmann, Jixue Liu, Wenhao Li, Pompeu Casanovas, Louis de Koker, Danuta Mendelson, David Watts, Bridget Bainbridge
2017	J	`jnl`	An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement. CoRR Markus Stumptner, Wolfgang Mayer, Georg Grossmann, Jixue Liu, Wenhao Li, Pompeu Casanovas, Louis de Koker, Danuta Mendelson, David Watts, Bridget Bainbridge
2017	J	`jnl`	Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data. Health Inf. Sci. Syst. Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green
2017	J	`jnl`	Can Android VoIP voice conversations be decoded? I can eavesdrop on your Android VoIP communication. Concurr. Comput. Pract. Exp. Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu
2017	C	`conf`	Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media. ADMA Wei Kang, Jie Chen, Jiuyong Li, Jixue Liu, Lin Liu, Grant Osborne, Nick Lothian, Brenton Cooper, Terry Moschou, Grant Neale
2017	J	`jnl`	Causal Decision Trees. IEEE Trans. Knowl. Data Eng. Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu
2017	—	`conf`	Discrimination detection by causal effect estimation. IEEE BigData Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le, Saisai Ma, Yizhao Han
2017	J	`jnl`	Mobile cloud security: An adversary model for lightweight browser security. Comput. Stand. Interfaces Shasi Pokharel, Kim-Kwang Raymond Choo, Jixue Liu
2017	—	`conf`	Utility Aware Clustering for Publishing Transactional Data. PAKDD (2) Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li
2016	J	`jnl`	A hybrid approach to prevent composition attacks for independent data releases. Inf. Sci. Jiuyong Li, Muzammil M. Baig, A. H. M. Sarowar Sattar, Xiaofeng Ding, Jixue Liu, Millist W. Vincent
2016	Misc	`conf`	An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations. ADC Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu, Ashfaqur Rahman
2016	J	`jnl`	Building Diversified Multiple Trees for Classification in High Dimensional Noise Data. CoRR Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green
2016	J	`jnl`	Detecting signals of detrimental prescribing cascades from social media. Artif. Intell. Medicine Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2016	J	`jnl`	From Observational Studies to Causal Rule Mining. ACM Trans. Intell. Syst. Technol. Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun, Saisai Ma
2015	J	`jnl`	Causal Decision Trees. CoRR Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu
2015	C	`conf`	Conditional Differential Dependencies (CDDs). ADBIS Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye
2015	Misc	`conf`	Efficient Discovery of Differential Dependencies Through Association Rules Mining. ADC Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye
2015	Misc	`conf`	Efficient Mining of Non-derivable Emerging Patterns. ADC Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li
2015	J	`jnl`	From Observational Studies to Causal Rule Mining. CoRR Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun, Saisai Ma
2015	—	`ch.`	Methods to Mitigate Risk of Composition Attack in Independent Data Publications. Medical Data Privacy Handbook Jiuyong Li, Sarowar A. Sattar, Muzammil M. Baig, Jixue Liu, Raymond Heatherly, Qiang Tang, Bradley A. Malin
2015	C	`conf`	STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction. ICDS Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu
2015	J	`jnl`	Technical Correspondence: "Differential Dependencies: Reasoning and Discovery" Revisited. ACM Trans. Database Syst. Millist W. Vincent, Jixue Liu, Hong-Cheu Liu, Sebastian Link
2015	Misc	`conf`	Unifying Spatial, Temporal and Semantic Features for an Effective GPS Trajectory-Based Location Recommendation. ADC Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu
2015	J	`jnl`	Using causal discovery for feature selection in multivariate numerical time series. Mach. Learn. Youqiang Sun, Jiuyong Li, Jixue Liu, Christopher W. K. Chow, Bing-Yu Sun, Rujing Wang
2014	Misc	`conf`	A Study on the Applications of Emerging Sequential Patterns. ADC Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li
2014	J	`jnl`	A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments. Knowl. Based Syst. A. H. M. Sarowar Sattar, Jiuyong Li, Jixue Liu, Raymond Heatherly, Bradley A. Malin
2014	J	`jnl`	An improvement of symbolic aggregate approximation distance measure for time series. Neurocomputing Youqiang Sun, Jiuyong Li, Jixue Liu, Bing-Yu Sun, Christopher W. K. Chow
2014	J	`jnl`	Discovering statistically non-redundant subgroups. Knowl. Based Syst. Jiuyong Li, Jixue Liu, Hannu Toivonen, Kenji Satou, Youqiang Sun, Bing-Yu Sun
2014	Misc	`conf`	Logics for Representing Data Mining Tasks in Inductive Databases. ADC Hong-Cheu Liu, Millist W. Vincent, Jixue Liu, Jiuyong Li
2014	Misc	`conf`	Mining Differential Dependencies: A Subspace Clustering Approach. ADC Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye
2014	—	`conf`	Top-k Similarity Matching in Large Graphs with Attributes. DASFAA (2) Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin
2013	C	`conf`	A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition. APWeb Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu
2013	J	`jnl`	A general framework for privacy preserving data publishing. Knowl. Based Syst. A. H. M. Sarowar Sattar, Jiuyong Li, Xiaofeng Ding, Jixue Liu, Millist W. Vincent
2013	J	`jnl`	Discovery of Approximate Differential Dependencies. CoRR Jixue Liu, Selasi Kwashie, Jiuyong Li, Feiyue Ye, Millist W. Vincent
2013	—	`conf`	Distributed Anonymization for Multiple Data Providers in a Cloud System. DASFAA (1) Xiaofeng Ding, Qing Yu, Jiuyong Li, Jixue Liu, Hai Jin
2013	J	`jnl`	Effective Pruning for the Discovery of Conditional Functional Dependencies. Comput. J. Jiuyong Li, Jixue Liu, Hannu Toivonen, Jianming Yong
2013	—	`conf`	Exploring Groups from Heterogeneous Data via Sparse Learning. PAKDD (1) Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao
2013	—	`conf`	Mining Causal Association Rules. ICDM Workshops Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun
2013	J	`jnl`	On discovery of functional dependencies from data. Data Knowl. Eng. Jixue Liu, Feiyue Ye, Jiuyong Li, Junhu Wang
2013	J	`jnl`	Update XML Views CoRR Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu
2012	—	`conf`	Data Privacy against Composition Attack. DASFAA (1) Muzammil M. Baig, Jiuyong Li, Jixue Liu, Xiaofeng Ding, Hua Wang
2012	J	`jnl`	Discover Dependencies from Data - A Review. IEEE Trans. Knowl. Data Eng. Jixue Liu, Jiuyong Li, Chengfei Liu, Yongfeng Chen
2012	Misc	`conf`	Give Rookies A Chance: A Trust-Based Institutional Online Supplier Recommendation Framework. SEC Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu
2012	J	`jnl`	The implication problem for 'closest node' functional dependencies in complete XML documents. J. Comput. Syst. Sci. Millist W. Vincent, Jixue Liu, Mukesh K. Mohania
2012	—	`conf`	Updating Typical XML Views. DASFAA (1) Jixue Liu, Chengfei Liu, Theo Härder, Jeffrey Xu Yu
2011	B	`conf`	A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories. TrustCom Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu
2011	A	`conf`	Cloning for privacy protection in multiple independent data publications. CIKM Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang
2011	—	`conf`	Discovering Association Rules Change from Large Databases. AICI (1) Feiyue Ye, Jixue Liu, Jin Qian, Yuxi Shi
2011	—	`conf`	Evaluating Contained Rewritings for XPath Queries on Materialized Views. DASFAA (1) Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu
2011	J	`jnl`	Information based data anonymization for classification utility. Data Knowl. Eng. Jiuyong Li, Jixue Liu, Muzammil M. Baig, Raymond Chi-Wing Wong
2011	—	`conf`	On mining association rules with semantic constraints in XML. ICDIM Md. Sumon Shahriar, Jixue Liu
2011	—	`conf`	Recognize Trustworthy Web Services Via Institutions. ICEIS (4) Han Jiao, Jixue Liu, Jiuyong Li
2010	—	`ch.`	Privacy Protection for Genomic Data: Current Techniques and Challenges. Advances in Intelligent Information Systems Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang, Junhu Wang
2010	—	`conf`	Semantic Constraint-Based XML Updating. FGIT-DTA/BSBT Md. Sumon Shahriar, Jixue Liu
2010	J	`jnl`	Towards the preservation of functional dependency in XML data transformation. Int. J. Intell. Inf. Database Syst. Md. Sumon Shahriar, Jixue Liu
2009	—	`conf`	Checking Satisfactions of XML Referential Integrity Constraints. AMT Md. Sumon Shahriar, Jixue Liu
2009	—	`conf`	On Defining Functional Dependency for XML. ICSC Md. Sumon Shahriar, Jixue Liu
2009	—	`conf`	On the Performances of Checking XML Key and Functional Dependency Satisfactions. OTM Conferences (2) Md. Sumon Shahriar, Jixue Liu
2009	—	`conf`	Preserving Referential Integrity Constraints in XML Data Transformation. FGIT-DTA Md. Sumon Shahriar, Jixue Liu
2009	J	`jnl`	Preserving key in XML data transformation. Acta Informatica Md. Sumon Shahriar, Jixue Liu
2009	Misc	`conf`	Studying Genotype-Phenotype Attack on k-anonymised Medical and Genomic Data. AusDM Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang
2009	—	`conf`	Towards Evolving Constraints in Data Transformation for XML Data Warehousing. ADBIS (Workshops) Md. Sumon Shahriar, Jixue Liu
2009	—	`conf`	Transformation of Data with Constraints for Integration: An Information System Approach. FGIT-DTA Md. Sumon Shahriar, Jixue Liu
2008	—	`conf`	An Implementation of XML Data Integration. ICEIS (1) Weidong Pan, Jixue Liu, Jiashen Tian
2008	Misc	`conf`	Computing Structural Similarity of Source XML Schemas against Domain XML Schema. ADC Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Jixue Liu, Guoren Wang, Chi Yang
2008	—	`conf`	Key Preserving P2P Data Transformation in XML. DBISP2P Md. Sumon Shahriar, Jixue Liu
2008	C	`conf`	Performance Analysis and Improvement for Transformation Operators in XML Data Integration. APWeb Jiashen Tian, Jixue Liu, Weidong Pan, Millist W. Vincent, Chengfei Liu
2008	C	`conf`	Preserving Functional Dependency in XML Data Transformation. ADBIS Md. Sumon Shahriar, Jixue Liu
2007	J	`jnl`	On the equivalence between FDs in XML and FDs in relations. Acta Informatica Millist W. Vincent, Jixue Liu, Mukesh K. Mohania
2006	—	`conf`	A Formalism of XML Restructuring Operations. ASWC Jixue Liu, Ho-Hyun Park, Millist W. Vincent, Chengfei Liu
2006	J	`jnl`	Constraint Preserving Transformation from Relational Schema to XML Schema. World Wide Web Chengfei Liu, Millist W. Vincent, Jixue Liu
2005	C	`conf`	An XML Approach to Semantically Extract Data from HTML Tables. DEXA Jixue Liu, Zhuoyun Ao, Ho-Hyun Park, Yongfeng Chen
2005	—	`conf`	Checking Functional Dependency Satisfaction in XML. XSym Millist W. Vincent, Jixue Liu
2005	C	`conf`	Checking Multivalued Dependencies in XML. APWeb Jixue Liu, Millist W. Vincent, Chengfei Liu, Mukesh K. Mohania
2005	—	`conf`	Radial Projection: A Feature Extraction Method for Topographical Shapes. PCM (1) Yong-Il Kwon, Ho-Hyun Park, Jixue Liu, Mario A. Nascimento
2004	C	`conf`	Generalized Inclusion Dependencies in XML. APWeb Millist W. Vincent, Michael Schrefl, Jixue Liu, Chengfei Liu, Solen Dogen
2004	J	`jnl`	Irrelevant updates and self-maintainability in transitive closure database views. Inf. Process. Lett. Millist W. Vincent, Jixue Liu
2004	J	`jnl`	Querying relational databases through XSLT. Data Knowl. Eng. Jixue Liu, Millist W. Vincent
2004	—	`conf`	Redundancy Free Mappings from Relations to XML. WAIM Millist W. Vincent, Jixue Liu, Chengfei Liu
2004	J	`jnl`	Strong functional dependencies and their application to normal forms in XML. ACM Trans. Database Syst. Millist W. Vincent, Jixue Liu, Chengfei Liu
2003	—	`conf`	A Redundancy Free 4NF for XML. Xsym Millist W. Vincent, Jixue Liu, Chengfei Liu
2003	—	`conf`	A Virtual XML Database Engine for Relational Databases. Xsym Chengfei Liu, Millist W. Vincent, Jixue Liu, Minyi Guo
2003	—	`conf`	Accessing Relational Databases via XML Schema. CAiSE Short Paper Proceedings Chengfei Liu, Minyi Guo, Jixue Liu
2003	J	`jnl`	Completeness and Decidability Properties for Functional Dependencies in XML CoRR Millist W. Vincent, Jixue Liu
2003	J	`jnl`	Derivation of Incremental Equations for PNF Nested Relations. Acta Cybern. Jixue Liu, Millist W. Vincent
2003	C	`conf`	Functional Dependencies for XML. APWeb Millist W. Vincent, Jixue Liu
2003	—	`conf`	Functional Dependencies, from Relational to XML. Ershov Memorial Conference Jixue Liu, Millist W. Vincent, Chengfei Liu
2003	—	`conf`	Local XML functional dependencies. WIDM Jixue Liu, Millist W. Vincent, Chengfei Liu
2003	J	`jnl`	Maintaining Views in Object-Relational Databases. Knowl. Inf. Syst. Jixue Liu, Millist W. Vincent, Mukesh K. Mohania
2003	A	`conf`	Multivalued Dependencies and a 4NF for XML. CAiSE Millist W. Vincent, Jixue Liu
2003	—	`conf`	Multivalued Dependencies in XML. BNCOD Millist W. Vincent, Jixue Liu
2003	C	`conf`	On Transformation to Redundancy Free XML Schema from Relational Database Schema. APWeb Chengfei Liu, Jixue Liu, Minyi Guo
2003	C	`conf`	Query Translation from XSLT to SQL. IDEAS Jixue Liu, Millist W. Vincent
2003	—	`conf`	Redundancy Free Mappings from Relations to XML. WAIM Millist W. Vincent, Jixue Liu, Chengfei Liu
2002	C	`conf`	A Declarative Way of Extracting XML Data in XSL. ADBIS Jixue Liu, Chengfei Liu
2002	J	`jnl`	Containment and disjointedness in partitioned normal form relations. Acta Informatica Jixue Liu, Millist W. Vincent
2001	Misc	`conf`	Derivation of incremental equations for nested relations. ADC Jixue Liu, Millist W. Vincent
2000	C	`conf`	Implementation and Performance Analysis of Incremental Equations for Nested Relations. IDEAS Jixue Liu, Millist W. Vincent, Mukesh K. Mohania
2000	A	`conf`	Maintaining Views in Object-relational Databases. CIKM Jixue Liu, Millist W. Vincent, Mukesh K. Mohania
1999	—	`conf`	Incremental Evaluation of Nest and Unnest Operators in Nested Relations. CODAS Jixue Liu, Millist W. Vincent, Mukesh K. Mohania
1999	C	`conf`	Incremental Maintenance of Nested Relational Views. IDEAS Jixue Liu, Millist W. Vincent, Mukesh K. Mohania