Gillian Dobbie

246 papers A* 17A 12B 29C 14Misc 15Journal 71Unranked 72

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs. AAAI Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie
2026	J	`jnl`	Continual learning: A systematic literature review. Neural Networks Qinwen Yang, Liyuan Wang, Joerg Wicker, Gillian Dobbie
2026	J	`jnl`	HoRD: Robust Humanoid Control via History-Conditioned Reinforcement Learning and Online Distillation. CoRR Puyue Wang, Jiawei Hu, Yan Gao, Junyan Wang, Yu Zhang, Gillian Dobbie, Tao Gu, Wafa Johal, Ting Dang, Hong Jia
2026	J	`jnl`	Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown. Trans. Mach. Learn. Res. Sandra Gómez-Gálvez, Tobias Olenyi, Gillian Dobbie, Katerina Taskova
2025	J	`jnl`	Assessing the risk of discriminatory bias in classification datasets. Mach. Learn. Kejun Dai, Jonathan Kim, Saso Dzeroski, Jörg Wicker, Gillian Dobbie, Katharina Dost
2025	A*	`conf`	Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation. IJCAI Di Zhao, Jingfeng Zhang, Hongsheng Hu, Philippe Fournier-Viger, Gillian Dobbie, Yun Sing Koh
2025	J	`jnl`	Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds. CoRR Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie
2025	J	`jnl`	Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs. CoRR Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie
2025	B	`conf`	CluRF: Combining Unsupervised Clustering with Explainable Ensemble Learning for Risk Prediction. PRICAI Yihong Pan, Bofan Wang, Zhipeng Lin, Yifan Zhou, Huazhe Cheng, Karuna Reddy, Gillian Dobbie, Mark Chen
2025	J	`jnl`	Predictive modeling of biodegradation pathways using transformer architectures. J. Cheminformatics Liam Brydon, Kunyang Zhang, Gillian Dobbie, Katerina Taskova, Jörg Simon Wicker
2025	—	`conf`	RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory Detection. SIGSPATIAL/GIS Ziyi Jiang, Qiqi Wang, Xuyang Sun, Gillian Dobbie, Xiaoling Lu, Yalei Du, Yuanyuan Zhang, Kaiqi Zhao
2025	J	`jnl`	Robust Learning of Diffusion Models with Extremely Noisy Conditions. CoRR Xin Chen, Gillian Dobbie, Xinyu Wang, Feng Liu, Di Wang, Jingfeng Zhang
2025	J	`jnl`	The automation of design model repair. Sci. Comput. Program. Cheng-Hao Cai, Jing Sun, Gillian Dobbie
2024	—	`conf`	Annotator Disagreement-Based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings. ICONIP (10) Vithya Yogarajan, Paul Rayson, Gillian Dobbie, Aaron Keesing, Te Taka Keegan, Diana Benavides-Prado, Michael Witbrock
2024	A	`conf`	Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks. AAMAS Gaël Gendron, Yang Chen, Mitchell Rogers, Yiping Liu, Mihailo Azhar, Shahrokh Heidari, David Arturo Soriano Valdez, Kobe Knowles, Padriac O'Leary, Simon Eyre, Michael Witbrock, Gillian Dobbie, Jiamou Liu, Patrice Delmas
2024	A*	`conf`	Can Large Language Models Learn Independent Causal Mechanisms? EMNLP Gaël Gendron, Bao Trung Nguyen, Alex Yuxuan Peng, Michael J. Witbrock, Gillian Dobbie
2024	J	`jnl`	Can Large Language Models Learn Independent Causal Mechanisms? CoRR Gaël Gendron, Bao Trung Nguyen, Alex Yuxuan Peng, Michael Witbrock, Gillian Dobbie
2024	—	`conf`	Combating Phishing in the Age of Fake News: A Novel Approach with Text-to-Text Transfer Transformer. SCID@AsiaCCS Yifeng Ma, Gillian Dobbie, Nalin Asanka Gamagedara Arachchilage
2024	J	`jnl`	Counterfactual Causal Inference in Natural Language with Large Language Models. CoRR Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie
2024	J	`jnl`	Forecasting severe respiratory disease hospitalizations using machine learning algorithms. BMC Medical Informatics Decis. Mak. Steffen Albrecht, David Broderick, Katharina Dost, Isabella Cheung, Nhung Nghiem, Milton Wu, Johnny Zhu, Nooriyan Poonawala-Lohani, Sarah Jamison, Damayanthi Rasanathan, Sue Huang, Adrian Trenholme, Alicia Stanley, Shirley Lawrence, Samantha Marsh, Lorraine Castelino, Janine Paynter, Nikki Turner, Peter McIntyre, Patricia Riddle, Cameron Grant, Gillian Dobbie, Jörg Simon Wicker
2024	A*	`conf`	Large Language Models Are Not Strong Abstract Reasoners. IJCAI Gaël Gendron, Qiming Bao, Michael Witbrock, Gillian Dobbie
2024	A	`conf`	Learning After Learning: Positive Backward Transfer in Continual Learning. ECAI Wernsen Wong, Yun Sing Koh, Gillian Dobbie
2024	J	`jnl`	Robust Domain Generalisation with Causal Invariant Bayesian Neural Networks. CoRR Gaël Gendron, Michael Witbrock, Gillian Dobbie
2024	A*	`conf`	SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks. ACM Multimedia Bowen Chen, Yun Sing Koh, Gillian Dobbie
2024	J	`jnl`	Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. IEEE Trans. Dependable Secur. Comput. Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie
2024	A*	`conf`	Symmetric Self-Paced Learning for Domain Generalization. AAAI Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger
2024	A*	`conf`	Unveiling Climate Drivers via Feature Importance Shift Analysis in New Zealand. WWW Bowen Chen, Gillian Dobbie, Neelesh Rampal, Yun Sing Koh
2023	J	`jnl`	A Survey of Methods, Challenges and Perspectives in Causality. CoRR Gaël Gendron, Michael Witbrock, Gillian Dobbie
2023	—	`conf`	A Transductive Forest for Anomaly Detection with Few Labels. ECML/PKDD (1) Jingrui Zhang, Ninh Pham, Gillian Dobbie
2023	J	`jnl`	Automatic refactoring of conditions and substitutions for B state transition models. Softw. Pract. Exp. Cheng-Hao Cai, Jing Sun, Gillian Dobbie
2023	—	`conf`	BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability. PAKDD (1) Xinglong Chang, Katharina Dost, Kaiqi Zhao, Ambra Demontis, Fabio Roli, Gillian Dobbie, Jörg Wicker
2023	J	`jnl`	Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks. CoRR Gaël Gendron, Yang Chen, Mitchell Rogers, Yiping Liu, Mihailo Azhar, Shahrokh Heidari, David Arturo Soriano Valdez, Kobe Knowles, Padriac O'Leary, Simon Eyre, Michael Witbrock, Gillian Dobbie, Jiamou Liu, Patrice Delmas
2023	—	`conf`	Challenges in Annotating Datasets to Quantify Bias in Under-represented Society. ETHAICS@IJCAI Vithya Yogarajan, Gillian Dobbie, Timothy Pistotti, Joshua Bensemann, Kobe Knowles
2023	J	`jnl`	Challenges in Annotating Datasets to Quantify Bias in Under-represented Society. CoRR Vithya Yogarajan, Gillian Dobbie, Timothy Pistotti, Joshua Bensemann, Kobe Knowles
2023	—	`ed.`	Database Systems for Advanced Applications. DASFAA 2023 International Workshops - BDMS 2023, BDQM 2023, GDMA 2023, BundleRS 2023, Tianjin, China, April 17-20, 2023, Proceedings DASFAA (Workshops) Amr El Abbadi, Gillian Dobbie, Zhiyong Feng, Lu Chen, Xiaohui Tao, Yingxia Shao, Hongzhi Yin
2023	—	`conf`	Developing a Fair AI-based Healthcare Framework with Feedback Loop. KDH@IJCAI Vithya Yogarajan, Gillian Dobbie, Sharon Leitch, David Reith
2023	J	`jnl`	Differentially private locality sensitive hashing based federated recommender system. Concurr. Comput. Pract. Exp. Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Lingjuan Lyu, Xuyun Zhang
2023	A*	`conf`	Disentanglement of Latent Representations via Causal Interventions. IJCAI Gaël Gendron, Michael Witbrock, Gillian Dobbie
2023	J	`jnl`	Disentanglement of Latent Representations via Sparse Causal Interventions. CoRR Gaël Gendron, Michael Witbrock, Gillian Dobbie
2023	J	`jnl`	Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
2023	—	`conf`	Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis. Tiny Papers @ ICLR Vithya Yogarajan, Gillian Dobbie, Henry Gouk
2023	J	`jnl`	Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis. CoRR Vithya Yogarajan, Gillian Dobbie, Henry Gouk
2023	J	`jnl`	Fast Adversarial Label-Flipping Attack on Tabular Data. CoRR Xinglong Chang, Gillian Dobbie, Jörg Wicker
2023	C	`ed.`	Information Integration and Web Intelligence - 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4-6, 2023, Proceedings iiWAS Pari Delir Haghighi, Eric Pardede, Gillian Dobbie, Vithya Yogarajan, Ngurah Agus Sanjaya Er, Gabriele Kotsis, Ismail Khalil
2023	J	`jnl`	Large Language Models Are Not Abstract Reasoners. CoRR Gaël Gendron, Qiming Bao, Michael Witbrock, Gillian Dobbie
2023	—	`conf`	Moving a Bootcamp-Style Computer Science Programme Online: An Experience Report. SIGCSE (1) Andrew Meads, Yu-Cheng Tu, Gillian Dobbie
2023	—	`conf`	Neuromodulation Gated Transformer. Tiny Papers @ ICLR Kobe Knowles, Joshua Bensemann, Diana Benavides Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen
2023	J	`jnl`	Neuromodulation Gated Transformer. CoRR Kobe Knowles, Joshua Bensemann, Diana Benavides-Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen
2023	J	`jnl`	Poison is Not Traceless: Fully-Agnostic Detection of Poisoning Attacks. CoRR Xinglong Chang, Katharina Dost, Gillian Dobbie, Jörg Wicker
2023	J	`jnl`	Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. CoRR Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie
2023	J	`jnl`	Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies. CoRR Vithya Yogarajan, Gillian Dobbie, Te Taka Keegan, Rostam J. Neuwirth
2023	—	`conf`	Targeted Attacks on Time Series Forecasting. PAKDD (4) Zeyu Chen, Katharina Dost, Xuan Zhu, Xinglong Chang, Gillian Dobbie, Jörg Wicker
2023	—	`conf`	Using Flexible Memories to Reduce Catastrophic Forgetting. PAKDD (2) Wernsen Wong, Yun Sing Koh, Gillian Dobbie
2022	J	`jnl`	B model quality assessments on automated reachability repair with ISO/IEC 25010. Sci. Comput. Program. Cheng-Hao Cai, Jing Sun, Gillian Dobbie
2022	A*	`conf`	Cost-Effective Transfer Learning for Data Streams. ICDM Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
2022	J	`jnl`	Data and model bias in artificial intelligence for healthcare applications in New Zealand. Frontiers Comput. Sci. Vithya Yogarajan, Gillian Dobbie, Sharon Leitch, Te Taka Keegan, Joshua Bensemann, Michael Witbrock, Varsha Asrani, David Reith
2022	J	`jnl`	Fast Automated Abstract Machine Repair Using Simultaneous Modifications and Refactoring. Formal Aspects Comput. Cheng-Hao Cai, Jing Sun, Gillian Dobbie, Zhé Hóu, Hadrien Bride, Jin Song Dong, Scott Uk-Jin Lee
2022	J	`jnl`	Membership Inference Attacks on Machine Learning: A Survey. ACM Comput. Surv. Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang
2022	A*	`conf`	Membership Inference via Backdooring. IJCAI Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
2022	J	`jnl`	Membership Inference via Backdooring. CoRR Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
2022	B	`conf`	Online Air Pollution Inference using Concept Recurrence and Transfer Learning. DSAA Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares
2022	J	`jnl`	Probabilistic exact adaptive random forest for recurrent concepts in data streams. Int. J. Data Sci. Anal. Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
2021	B	`conf`	A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams. IJCNN Thomas Lacombe, Yun Sing Koh, Gillian Dobbie, Ocean Wu
2021	B	`conf`	EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks. IJCNN Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang
2021	J	`jnl`	Membership Inference Attacks on Machine Learning: A Survey. CoRR Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Xuyun Zhang
2021	B	`conf`	Nacre: Proactive Recurrent Concept Drift Detection in Data Streams. IJCNN Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
2021	A*	`conf`	Source Inference Attacks in Federated Learning. ICDM Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
2021	J	`jnl`	Source Inference Attacks in Federated Learning. CoRR Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
2021	C	`conf`	Transfer Learning with Adaptive Online TrAdaBoost for Data Streams. ACML Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
2020	B	`conf`	A Locality Sensitive Hashing Based Approach for Federated Recommender System. CCGRID Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang
2020	A	`ed.`	Conceptual Modeling - 39th International Conference, ER 2020, Vienna, Austria, November 3-6, 2020, Proceedings ER Gillian Dobbie, Ulrich Frank, Gerti Kappel, Stephen W. Liddle, Heinrich C. Mayr
2020	A*	`conf`	Detecting Concept Drift In Medical Triage. SIGIR Hamish Huggard, Yun Sing Koh, Gillian Dobbie, Edmond Zhang
2020	Misc	`conf`	Measuring the Quality of B Abstract Machines with ISO/IEC 25010. TASE Chenghao Cai, Jing Sun, Gillian Dobbie
2020	J	`jnl`	Measuring the Quality of B Abstract Machines with ISO/IEC 25010. CoRR Chenghao Cai, Jing Sun, Gillian Dobbie
2020	—	`conf`	PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams. PAKDD (2) Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
2020	—	`conf`	Pelican: Continual Adaptation for Phishing Detection. ICDM (Workshops) Wernsen Wong, Gillian Dobbie
2020	J	`jnl`	Real-time Smartphone Activity Classification Using Inertial Sensors - Recognition of Scrolling, Typing, and Watching Videos While Sitting or Walking. Sensors Sijie Zhuo, Lucas Sherlock, Gillian Dobbie, Yun Sing Koh, Giovanni Russello, Danielle M. Lottridge
2020	A*	`conf`	SLED: Semi-supervised Locally-weighted Ensemble Detector. ICDE Shuxiang Zhang, David Tse Jung Huang, Gillian Dobbie, Yun Sing Koh
2019	C	`conf`	Achieving Abstract Machine Reachability with Learning-Based Model Fulfilment. APSEC Chenghao Cai, Jing Sun, Gillian Dobbie, Scott Uk-Jin Lee
2019	J	`jnl`	Automatic B-model repair using model checking and machine learning. Autom. Softw. Eng. Chenghao Cai, Jing Sun, Gillian Dobbie
2019	Misc	`conf`	Classifying Imbalanced Road Accident Data Using Recurring Concept Drift. AusDM Robert Anderson, Yun Sing Koh, Gillian Dobbie
2019	C	`conf`	Design Model Repair with Formal Verification. ICFEM Chenghao Cai, Jing Sun, Gillian Dobbie
2019	J	`jnl`	Identifying Top- ACM Comput. Surv. Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli
2019	Misc	`conf`	Items2Data: Generating Synthetic Boolean Datasets from Itemsets. ADC Ian Shane Wong, Gillian Dobbie, Yun Sing Koh
2019	A*	`conf`	Network Embedding and Change Modeling in Dynamic Heterogeneous Networks. SIGIR Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli
2019	C	`conf`	PRARS: Risk Assessment Model for Recommender Systems. SoMeT Danah Algawiaz, Gillian Dobbie, Shafiq Alam
2019	Misc	`conf`	Predicting a User's Purchase Intention Using AdaBoost. ISKE Danah Algawiaz, Gillian Dobbie, Shafiq Alam
2019	J	`jnl`	Recurring Concept Meta-learning for Evolving Data Streams. CoRR Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet
2019	J	`jnl`	Recurring concept meta-learning for evolving data streams. Expert Syst. Appl. Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet
2019	Misc	`conf`	Using Transfer Learning to Detect Phishing in Countries with a Small Population. AusDM Wernsen Wong, Yun Sing Koh, Gillian Dobbie
2018	A	`conf`	A Semantic Framework for Designing Temporal SQL Databases. ER Qiao Gao, Mong-Li Lee, Gillian Dobbie, Zhong Zeng
2018	A	`conf`	An Experience Report on a Boot-Camp Style Programming Course. SIGCSE Yu-Cheng Tu, Gillian Dobbie, Ian Warren, Andrew Meads, Cameron Grout
2018	—	`conf`	Analyzing Temporal Keyword Queries for Interactive Search over Temporal Databases. DEXA (1) Qiao Gao, Mong-Li Lee, Tok Wang Ling, Gillian Dobbie, Zhong Zeng
2018	B	`conf`	B-Repair: Repairing B-Models Using Machine Learning. ICECCS Chenghao Cai, Jing Sun, Gillian Dobbie
2018	—	`ch.`	Functional Dependencies for Semistructured Data. Encyclopedia of Database Systems (2nd ed.) Gillian Dobbie, Tok Wang Ling
2018	Misc	`conf`	Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle. AusDM David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie
2018	—	`conf`	Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift Detection. Australasian Conference on Artificial Intelligence Robert Anderson, Yun Sing Koh, Gillian Dobbie
2018	—	`ch.`	Normal Form ORA-SS Schema Diagrams. Encyclopedia of Database Systems (2nd ed.) Gillian Dobbie, Tok Wang Ling
2018	—	`conf`	OHC: Uncovering Overlapping Heterogeneous Communities. Australasian Conference on Artificial Intelligence Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli
2018	—	`ch.`	Object Relationship Attribute Data Model for Semistructured Data. Encyclopedia of Database Systems (2nd ed.) Gillian Dobbie, Tok Wang Ling
2018	B	`conf`	Predicting Concept Drift in Data Streams Using Metadata Clustering. IJCNN Robert Anderson, Yun Sing Koh, Gillian Dobbie
2018	—	`ch.`	Semi-structured Database Design. Encyclopedia of Database Systems (2nd ed.) Gillian Dobbie, Tok Wang Ling
2018	Misc	`conf`	Vehicle emission prediction using remote sensing data and machine learning techniques. SAC Jiazhen Chen, Gillian Dobbie, Yun Sing Koh, Elizabeth Somervell, Gustavo Olivares
2018	A*	`conf`	Volatility Drift Prediction for Transactional Data Streams. ICDM Yun Sing Koh, David Tse Jung Huang, Chris Pearce, Gillian Dobbie
2017	—	`conf`	A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources. eScience Muhammad Rizwan Asghar, TzeHowe Lee, Mirza Mansoor Baig, Ehsan Ullah, Giovanni Russello, Gillian Dobbie
2017	J	`jnl`	A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources. CoRR Muhammad Rizwan Asghar, TzeHowe Lee, Mirza Mansoor Baig, Ehsan Ullah, Giovanni Russello, Gillian Dobbie
2017	J	`jnl`	Goal-based testing of semantic web services. Inf. Softw. Technol. M. Shaban Jokhio, Jing Sun, Gillian Dobbie, Tianming Hu
2017	J	`jnl`	Skewed distributions in semi-stream joins: How much can caching help? Inf. Syst. Muhammad Asif Naeem, Gillian Dobbie, Christof Lutteroth, Gerald Weber
2017	J	`jnl`	UniAD: A Unified Ad Hoc Data Processing System. ACM Trans. Database Syst. Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi
2017	C	`conf`	Visual Development Platform for Ruby on Rails. SEKE Anmol Desai, Nicholas Molloy, Jing Sun, Gillian Dobbie
2017	—	`conf`	Volatility Adaptive Classifier System. PAKDD (1) Ruolin Jia, Yun Sing Koh, Gillian Dobbie
2016	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I PAKDD James Bailey, Latifur Khan, Takashi Washio, Gillian Dobbie, Joshua Zhexue Huang, Ruili Wang
2016	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II PAKDD (2) James Bailey, Latifur Khan, Takashi Washio, Gillian Dobbie, Joshua Zhexue Huang, Ruili Wang
2016	J	`jnl`	Anomaly detection and identification scheme for VM live migration in cloud infrastructure. Future Gener. Comput. Syst. Tian Huang, Yongxin Zhu, Yafei Wu, Stéphane Bressan, Gillian Dobbie
2016	—	`conf`	CPF: Concept Profiling Framework for Recurring Drifts in Data Streams. Australasian Conference on Artificial Intelligence Robert Anderson, Yun Sing Koh, Gillian Dobbie
2016	C	`conf`	From Design to Code: An Educational Approach. SEKE Candice Eckert, Brian Cham, Jing Sun, Gillian Dobbie
2016	C	`conf`	Improving Imputation Accuracy in Ordinal Data Using Classification. ISDA Shafiq Alam, Gillian Dobbie, Xiaobin Sun
2016	J	`jnl`	Linking Design Model with Code. Int. J. Softw. Eng. Knowl. Eng. Candice Eckert, Brian Cham, Pengyi Li, Jing Sun, Gillian Dobbie
2016	—	`conf`	Parallel Discord Discovery. PAKDD (2) Tian Huang, Yongxin Zhu, Yishu Mao, Xinyang Li, Mengyun Liu, Yafei Wu, Yajun Ha, Gillian Dobbie
2016	—	`conf`	Phishing Detection on Twitter Streams. PAKDD Workshops Se Yeong Jeong, Yun Sing Koh, Gillian Dobbie
2015	B	`conf`	Adventures of Categories: Modelling the Evolution of Categories During Scientific Investigation. e-Science Prashant Gupta, Mark Gahegan, Gillian Dobbie
2015	J	`jnl`	Analysis of particle swarm optimization based hierarchical data clustering approaches. Swarm Evol. Comput. Shafiq Alam, Gillian Dobbie, Saeed Ur Rehman
2015	—	`conf`	Drift Detection Using Stream Volatility. ECML/PKDD (1) David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Albert Bifet
2015	J	`jnl`	Fast Disjoint and Overlapping Community Detection. Trans. Large Scale Data Knowl. Centered Syst. Yi Song, Stéphane Bressan, Gillian Dobbie
2015	—	`conf`	Modeling Ice Storm Climatology. Australasian Conference on Artificial Intelligence Ranjini Swaminathan, Mohan Sridharan, Gillian Dobbie, Katharine Hayhoe
2015	J	`jnl`	Rare Pattern Mining from Data Streams Using SRP-Tree and Its Variants. Trans. Large Scale Data Knowl. Centered Syst. David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie
2015	A	`conf`	SQL Data Profiling of Foreign Keys. ER Mozhgan Memari, Sebastian Link, Gillian Dobbie
2015	—	`conf`	STRATUS: Towards Returning Data Control to Cloud Users. ICA3PP (Workshops and Symposiums) Ryan K. L. Ko, Giovanni Russello, Richard Nelson, Shaoning Pang, Aloysius Cheang, Gillian Dobbie, Abdolhossein Sarrafzadeh, Sivadon Chaisiri, Muhammad Rizwan Asghar, Geoffrey Holmes
2015	J	`jnl`	Special Issue on Advances in Conceptual Modeling (ER 2014). Data Knowl. Eng. Matthias Jarke, Gillian Dobbie, Eric S. K. Yu
2015	B	`conf`	Unsupervised Semantic and Syntactic Based Classification of Scientific Citations. DaWaK Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie
2014	—	`conf`	An eScience Tool for Understanding Copyright in Data Driven Sciences. eScience Richard Hosking, Mark Gahegan, Gillian Dobbie
2014	B	`conf`	Attack detection in recommender systems based on target item analysis. IJCNN Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam, Gillian Dobbie
2014	—	`conf`	Automated Mutation-Based Test Case Evaluation for Semantic Web Services. Australian Software Engineering Conference M. Shaban Jokhio, Gillian Dobbie, Tianming Hu, Jing Sun
2014	A	`ed.`	Conceptual Modeling - 33rd International Conference, ER 2014, Atlanta, GA, USA, October 27-29, 2014. Proceedings ER Eric S. K. Yu, Gillian Dobbie, Matthias Jarke, Sandeep Purao
2014	—	`conf`	Connecting and Synchronizing Scientific Artifacts through the Process of Conceptual Change. eScience Workshops Prashant Gupta, Mark Gahegan, Gillian Dobbie
2014	—	`conf`	Detecting Changes in Rare Patterns from Data Streams. PAKDD (2) David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears
2014	A*	`conf`	Detecting Volatility Shift in Data Streams. ICDM David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears
2014	J	`jnl`	Detecting online auction shilling frauds using supervised learning. Expert Syst. Appl. Sidney Tsang, Yun Sing Koh, Gillian Dobbie, Shafiq Alam
2014	A*	`conf`	Detection of abnormal profiles on group attacks in recommender systems. SIGIR Wei Zhou, Yun Sing Koh, Junhao Wen, Shafiq Alam, Gillian Dobbie
2014	B	`conf`	Drift Detector for Memory-Constrained Environments. DaWaK Timothy D. Robinson, David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie
2014	J	`jnl`	Efficient processing of streaming updates with archived master data in near-real-time data warehousing. Knowl. Inf. Syst. Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2014	—	`conf`	Group-by and Aggregate Functions in XML Keyword Search. DEXA (1) Thuy Ngoc Le, Zhifeng Bao, Tok Wang Ling, Gillian Dobbie
2014	B	`conf`	Optimizing Queue-Based Semi-Stream Joins with Indexed Master Data. DaWaK Muhammad Asif Naeem, Gerald Weber, Christof Lutteroth, Gillian Dobbie
2014	J	`jnl`	Research on particle swarm optimization based clustering: A systematic review of literature and techniques. Swarm Evol. Comput. Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle, Saeed Ur Rehman
2014	J	`jnl`	SPAN: Finding collaborative frauds in online auctions. Knowl. Based Syst. Sidney Tsang, Yun Sing Koh, Gillian Dobbie, Shafiq Alam
2014	—	`conf`	Semantic Path Ranking Scheme for Relational Keyword Queries. DEXA (2) Zhong Zeng, Zhifeng Bao, Gillian Dobbie, Mong-Li Lee, Tok Wang Ling
2014	—	`conf`	Towards unified ad-hoc data processing. SIGMOD Conference Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi
2014	B	`conf`	Web bots detection using Particle Swarm Optimization based clustering. IEEE Congress on Evolutionary Computation Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
2014	J	`jnl`	Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach. Web Intell. Agent Syst. Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
2013	A	`conf`	A generic front-stage for semi-stream processing. CIKM Muhammad Asif Naeem, Gerald Weber, Gillian Dobbie, Christof Lutteroth
2013	—	`conf`	Analysis of Web Usage Data for Clustering Based Recommender System. PAAMS (Special Sessions) Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
2013	—	`conf`	Change Itemset Mining in Data Streams. ADMA (1) Minmin Zhang, Gillian Dobbie, Yun Sing Koh
2013	—	`conf`	Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization. SIS Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
2013	J	`jnl`	Efficient Single Pass Ordered Incremental Pattern Mining. Trans. Large Scale Data Knowl. Centered Syst. Yun Sing Koh, Gillian Dobbie
2013	J	`jnl`	Finding Interesting Rare Association Rules Using Rare Pattern Tree. Trans. Large Scale Data Knowl. Centered Syst. Sidney Tsang, Yun Sing Koh, Gillian Dobbie
2013	B	`conf`	Finding Maximal Overlapping Communities. DaWaK Eileen H.-C. Wei, Yun Sing Koh, Gillian Dobbie
2013	B	`conf`	SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module. DaWaK Muhammad Asif Naeem, Gerald Weber, Gillian Dobbie, Christof Lutteroth
2013	—	`conf`	Tracking Drift Types in Changing Data Streams. ADMA (1) David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears
2013	—	`conf`	Verb selection using semantic role labeling for citation classification. CompSci@CIKM Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie, Shafiq Alam
2013	B	`conf`	Web Services Testing via Goal and Mutation. ICECCS M. Shaban Jokhio, Gillian Dobbie, Jing Sun, Tianming Hu
2013	J	`jnl`	Weighted association rule mining via a graph based connectivity model. Inf. Sci. Russel Pears, Yun Sing Koh, Gillian Dobbie, Wai K. Yeap
2012	B	`conf`	A Lightweight Stream-Based Join with Limited Resource Consumption. DaWaK Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2012	—	`conf`	Evaluating Fraud Detection Algorithms Using an Auction Data Generator. ICDM Workshops Sidney Tsang, Gillian Dobbie, Yun Sing Koh
2012	B	`conf`	Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. DaWaK Yun Sing Koh, Russel Pears, Gillian Dobbie
2012	—	`conf`	Generating Realistic Online Auction Data. Australasian Conference on Artificial Intelligence Sidney Tsang, Gillian Dobbie, Yun Sing Koh
2012	B	`conf`	Hierarchical PSO clustering based recommender system. IEEE Congress on Evolutionary Computation Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
2012	Misc	`conf`	Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations. AusDM Yun Sing Koh, Gillian Dobbie
2012	—	`conf`	Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support. Australasian Conference on Artificial Intelligence David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears
2012	Misc	`conf`	Optimised X-HYBRIDJOIN for Near-Real-Time Data Warehousing. ADC Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2012	B	`conf`	Rare Pattern Mining on Data Streams. DaWaK David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie
2012	—	`conf`	Resource optimization for processing of stream data in data warehouse environment. ICACCI Muhammad Asif Naeem, Gillian Dobbie, Imran Sarwar Bajwa, Gerald Weber
2012	—	`conf`	WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights. PAKDD (2) Yun Sing Koh, Russel Pears, Gillian Dobbie
2011	—	`conf`	Automatic Assignment of Item Weights for Pattern Mining on Data Streams. PAKDD (1) Yun Sing Koh, Russel Pears, Gillian Dobbie
2011	J	`jnl`	Automatic Item Weight Generation for Pattern Mining and its Application. Int. J. Data Warehous. Min. Yun Sing Koh, Russel Pears, Gillian Dobbie
2011	—	`conf`	Discriminatory Confidence Analysis in Pattern Mining. ADMA (1) Russel Pears, Yun Sing Koh, Gillian Dobbie
2011	J	`jnl`	HYBRIDJOIN for Near-Real-Time Data Warehousing. Int. J. Data Warehous. Min. Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2011	B	`conf`	RP-Tree: Rare Pattern Tree Mining. DaWaK Sidney Tsang, Yun Sing Koh, Gillian Dobbie
2011	B	`conf`	SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining. DaWaK Yun Sing Koh, Gillian Dobbie
2011	—	`conf`	Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. PAKDD Workshops Shafiq Alam, Gillian Dobbie, Patricia Riddle
2011	—	`conf`	What Have We Learnt from Deductive Object-Oriented Database Research? DASFAA (1) Mengchi Liu, Gillian Dobbie, Tok Wang Ling
2011	—	`conf`	X-HYBRIDJOIN for Near-Real-Time Data Warehousing. BNCOD Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2010	B	`conf`	A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation Shafiq Alam, Gillian Dobbie, Patricia Riddle, Muhammad Asif Naeem
2010	—	`ed.`	Advances in Conceptual Modeling - Applications and Challenges, ER 2010 Workshops ACM-L, CMLSA, CMS, DE@ER, FP-UML, SeCoGIS, WISM, Vancouver, BC, Canada, November 1-4, 2010. Proceedings ER Workshops Juan Trujillo, Gillian Dobbie, Hannu Kangassalo, Sven Hartmann, Markus Kirchberg, Matti Rossi, Iris Reinhartz-Berger, Esteban Zimányi, Flavius Frasincar
2010	—	`conf`	EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. ADMA (1) Russel Pears, Yun Sing Koh, Gillian Dobbie
2010	—	`conf`	Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. IAT Shafiq Alam, Gillian Dobbie, Patricia Riddle, Muhammad Asif Naeem
2010	C	`conf`	R-MESHJOIN for near-real-time data warehousing. DOLAP Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber, Shafiq Alam
2010	—	`conf`	Reducing Graph Matching to Tree Matching for XML Queries with ID References. DEXA (2) Huayu Wu, Tok Wang Ling, Gillian Dobbie, Zhifeng Bao, Liang Xu
2010	—	`conf`	TP+Output: Modeling Complex Output Information in XML Twig Pattern Query. XSym Huayu Wu, Tok Wang Ling, Gillian Dobbie
2010	J	`jnl`	Theorem prover approach to semistructured data design. Formal Methods Syst. Des. Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves
2009	—	`conf`	Comparing Global Optimization and Default Settings of Stream-Based Joins - (Experimental Paper). BIRTE Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2009	—	`ch.`	Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users' Session Data. Data Mining and Multi-agent Integration Shafiq Alam, Gillian Dobbie, Patricia Riddle
2009	J	`jnl`	Formal Verification of Semistructured Data Models in PVS. J. Univers. Comput. Sci. Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves
2009	—	`ch.`	Functional Dependencies for Semi-Structured Data. Encyclopedia of Database Systems Gillian Dobbie, Tok Wang Ling
2009	—	`ch.`	Normal Form ORA-SS Schema Diagrams. Encyclopedia of Database Systems Gillian Dobbie, Tok Wang Ling
2009	—	`ch.`	Object Relationship Attribute Data Model for Semi-structured Data. Encyclopedia of Database Systems Gillian Dobbie, Tok Wang Ling
2009	—	`ch.`	Semi-Structured Database Design. Encyclopedia of Database Systems Gillian Dobbie, Tok Wang Ling
2009	—	`conf`	Sketching ER Diagrams. AUIC Paul Schmieder, Beryl Plimmer, Gillian Dobbie
2009	—	`conf`	Towards Specification Based Testing for Semantic Web Services. Australian Software Engineering Conference M. Shaban Jokhio, Gillian Dobbie, Jing Sun
2009	Misc	`conf`	Verifying Semistructured Data Normalization Using SWRL. TASE Yuan-Fang Li, Jing Sun, Gillian Dobbie, Scott Uk-Jin Lee, Hai H. Wang
2008	—	`conf`	An Event-Based Near Real-Time Data Integration Architecture. EDOCW Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2008	—	`conf`	An Evolutionary Particle Swarm Optimization algorithm for data clustering. SIS Shafiq Alam, Gillian Dobbie, Patricia Riddle
2008	—	`conf`	Automated Usability Testing Framework. AUIC Fiora Au, Simon Baker, Ian Warren, Gillian Dobbie
2008	—	`conf`	Automated Usability Testing Using HUI Analyzer. Australian Software Engineering Conference Simon Baker, Fiora Au, Gillian Dobbie, Ian Warren
2008	—	`ed.`	Computer Science 2008, Thirty-First Australasian Computer Science Conference (ACSC2008), Wollongong, NSW, Australia, January 22-25, 2008 ACSC Gillian Dobbie, Bernard Mans
2008	—	`conf`	Correctness Criteria for Normalization of Semistructured Data. Australian Software Engineering Conference Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Lindsay Groves, Yuan-Fang Li
2008	J	`jnl`	Element classification-based transformation of XML queries. Int. J. Web Inf. Syst. Ke Geng, Gillian Dobbie
2008	—	`conf`	Particle Swarm Optimization Based Clustering of Web Usage Data. Web Intelligence/IAT Workshops Shafiq Alam, Gillian Dobbie, Patricia Riddle
2008	B	`conf`	Verifying Semistructured Data Normalization Using PVS. ICECCS Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Lindsay Groves
2007	J	`jnl`	A Semantic Approach to the Design of Valid and Reversible Semistructured Views. J. Comput. Sci. Eng. Ya Bing Chen, Tok Wang Ling, Mong-Li Lee, Masatake Nakanishi, Gillian Dobbie
2007	J	`jnl`	An XML document generator for semantic query optimization experimentation. Int. J. Web Inf. Syst. Ke Geng, Gillian Dobbie
2007	—	`ed.`	Computer Science 2007. Proceedings of the Thirtieth Australasian Computer Science Conference (ACSC2007). Ballarat, Victoria, Australia, January 30 - February 2, 2007. Proceedings ACSC Gillian Dobbie
2007	C	`conf`	Element Classification Based Transformation of XML Queries. iiWAS Ke Geng, Gillian Dobbie
2007	Misc	`conf`	Towards Verifying Semistructured Data. APCCM Gillian Dobbie, Jing Sun, Yuan-Fang Li, Scott Uk-Jin Lee
2006	C	`conf`	A PVS Approach to Verifying ORA-SS Data Models. SEKE Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves
2006	—	`conf`	A tool for visualizing schemas for semistructured data. SOFTVIS John G. Hosking, Nodira Khoussainova, Gillian Dobbie
2006	C	`conf`	An XML Document Generator for Semantic Query Optimization Experimentation. iiWAS Ke Geng, Gillian Dobbie
2006	—	`ed.`	Computer Science 2006, Twenty-Nineth Australasian Computer Science Conference (ACSC2006), Hobart, Tasmania, Australia, January 16-19 2006 ACSC Vladimir Estivill-Castro, Gillian Dobbie
2006	Misc	`ed.`	Database Technologies 2006, Proceedings of the 17th Australasian Database Conference, ADC 2006, Hobart, Tasmania, Australia, January 16-19 2006 ADC Gillian Dobbie, James Bailey
2006	J	`jnl`	Reasoning About ORA-SS Data Models Using the Semantic Web. J. Data Semant. Yuan-Fang Li, Jing Sun, Gillian Dobbie, Hai H. Wang, Jun Sun
2006	Misc	`conf`	Research into Verifying Semistructured Data. ICDCIT Gillian Dobbie, Jing Sun, Yuan-Fang Li, Scott Uk-Jin Lee
2006	—	`conf`	Validating ORA-SS Data Models using Alloy. ASWEC Lin Wang, Gillian Dobbie, Jing Sun, Lindsay Groves
2006	—	`conf`	Validating Semistructured Data Using OWL. WAIM Yuan-Fang Li, Jing Sun, Gillian Dobbie, Jun Sun, Hai H. Wang
2005	A	`conf`	A Semantic Approach to Query Rewriting for Integrated XML Data. ER Xia Yang, Mong-Li Lee, Tok Wang Ling, Gillian Dobbie
2005	—	`conf`	A Z Approach in Validating ORA-SS Data Models. SVV@ICFEM Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Yuan-Fang Li
2005	Misc	`ed.`	Database Technologies 2005, Proceedings of the Sixteenth Australasian Database Conference, ADC 2005, Newcastle, Australia, January 31st - February 3rd 2005 ADC Hugh E. Williams, Gillian Dobbie
2005	B	`conf`	XDO2: A Deductive Object-Oriented Query Language for XML. DASFAA Wei Zhang, Tok Wang Ling, Zhuo Chen, Gillian Dobbie
2004	Misc	`conf`	Databases, But Not As We Know Them. ADC Gillian Dobbie
2004	—	`conf`	Mining Association Rules from XML Data using XQuery. ACSW Jacky W. W. Wan, Gillian Dobbie
2004	J	`jnl`	On Logical Foundations of Multilevel Secure Databases. J. Intell. Inf. Syst. Hasan M. Jamil, Gillian Dobbie
2004	B	`conf`	XTree for Declarative XML Querying. DASFAA Zhuo Chen, Tok Wang Ling, Mengchi Liu, Gillian Dobbie
2003	C	`conf`	An E-Commerce Framework for Small Businesses. iiWAS Gillian Dobbie, Franziska Gelies, Daniel Blossey
2003	—	`conf`	Extracting association rules from XML documents using XQuery. WIDM Jacky W. W. Wan, Gillian Dobbie
2002	B	`conf`	A Model Theoretic Semantics for Multi-level Secure Deductive Databases. ICLP Hasan M. Jamil, Gillian Dobbie
2002	J	`jnl`	A logical foundation for deductive object-oriented databases. ACM Trans. Database Syst. Mengchi Liu, Gillian Dobbie, Tok Wang Ling
2002	—	`conf`	Join Operation over XML data. ISDB H.-C. Liu, Gillian Dobbie
2001	B	`conf`	A Logical Foundation for Deductive Object-Oriented Databases. DASFAA Mengchi Liu, Gillian Dobbie, Tok Wang Ling
2001	—	`conf`	Designing Semistructured Databases Using ORA-SS Model. WISE (1) Xiaoying Wu, Tok Wang Ling, Mong-Li Lee, Gillian Dobbie
2001	C	`conf`	Designing Semistructured Databases: A Conceptual Approach. DEXA Mong-Li Lee, Sin Yeung Lee, Tok Wang Ling, Gillian Dobbie, Leonid A. Kalinichenko
2001	—	`conf`	NF-SS: A Normal Form for Semistructured Schema. ER (Workshops) Xiaoying Wu, Tok Wang Ling, Sin Yeung Lee, Mong-Li Lee, Gillian Dobbie
2001	A	`conf`	X007: Applying 007 Benchmark to XML Query Processing Tool. CIKM Stéphane Bressan, Gillian Dobbie, Zoé Lacroix, Mong-Li Lee, Ying Guang Li, Ullas Nambiar, Bimlesh Wadhwa
2000	A	`conf`	Practical Approach to Selecting Data Warehouse Views Using Data Dependencies. ER Gillian Dobbie, Tok Wang Ling
1999	A	`conf`	Supporting and evaluating team dynamics in group projects. SIGCSE Judy Brown, Gillian Dobbie
1996	—	`conf`	Arithmetic and Aggregate Operators in Deductive Object-Oriented Databases. Logic in Databases Gillian Dobbie, Rodney W. Topor
1995	J	`jnl`	On the Declarative and Procedural Semantics of Deductive Object-Oriented Systems. J. Intell. Inf. Syst. Gillian Dobbie, Rodney W. Topor
1995	—	`conf`	Resolving Ambiguities caused by Multiple Inheritance. DOOD Gillian Dobbie, Rodney W. Topor
1993	—	`conf`	A Model for Sets and Multiple Inheritance in Deductive Object-Oriented Systems. DOOD Gillian Dobbie, Rodney W. Topor