Gillian Dobbie
Orcid: 0000-0001-7245-0367Affiliations:
- University of Auckland, New Zealand
According to our database1,
Gillian Dobbie
authored at least 207 papers
between 1993 and 2024.
Collaborative distances:
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Bibliography
2024
Forecasting severe respiratory disease hospitalizations using machine learning algorithms.
BMC Medical Informatics Decis. Mak., December, 2024
IEEE Trans. Dependable Secur. Comput., 2024
CoRR, 2024
CoRR, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Combating Phishing in the Age of Fake News: A Novel Approach with Text-to-Text Transfer Transformer.
Proceedings of the 1st Workshop on Security-Centric Strategies for Combating Information Disorder, 2024
SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Softw. Pract. Exp., November, 2023
SIGMOD Rec., June, 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies.
CoRR, 2023
CoRR, 2023
Differentially private locality sensitive hashing based federated recommender system.
Concurr. Comput. Pract. Exp., 2023
Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 1, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the Workshop on Ethics and Trust in Human-AI Collaboration: Socio-Technical Approaches (ETHAICS 2023) co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023) Macao, 2023
2022
ACM Comput. Surv., January, 2022
Sci. Comput. Program., 2022
Int. J. Data Sci. Anal., 2022
Data and model bias in artificial intelligence for healthcare applications in New Zealand.
Frontiers Comput. Sci., 2022
Fast Automated Abstract Machine Repair Using Simultaneous Modifications and Refactoring.
Formal Aspects Comput., 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
2021
Intriguing Usage of Applicability Domain: Lessons from Cheminformatics Applied to Adversarial Learning.
CoRR, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams.
Proceedings of the International Joint Conference on Neural Networks, 2021
EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
2020
Real-time Smartphone Activity Classification Using Inertial Sensors - Recognition of Scrolling, Typing, and Watching Videos While Sitting or Walking.
Sensors, 2020
Proceedings of the International Symposium on Theoretical Aspects of Software Engineering, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
2019
Autom. Softw. Eng., 2019
Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
Proceedings of the Formal Methods and Software Engineering, 2019
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019
Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019
Proceedings of the Databases Theory and Applications, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Vehicle emission prediction using remote sensing data and machine learning techniques.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 23rd International Conference on Engineering of Complex Computer Systems, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the Conceptual Modeling - 37th International Conference, 2018
Proceedings of the Database and Expert Systems Applications, 2018
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift Detection.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
2017
Inf. Syst., 2017
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
2016
Anomaly detection and identification scheme for VM live migration in cloud infrastructure.
Future Gener. Comput. Syst., 2016
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Intelligent Systems Design and Applications, 2016
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016
2015
Trans. Large Scale Data Knowl. Centered Syst., 2015
Trans. Large Scale Data Knowl. Centered Syst., 2015
Analysis of particle swarm optimization based hierarchical data clustering approaches.
Swarm Evol. Comput., 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Proceedings of the Conceptual Modeling - 34th International Conference, 2015
Adventures of Categories: Modelling the Evolution of Categories During Scientific Investigation.
Proceedings of the 11th IEEE International Conference on e-Science, 2015
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015
2014
Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach.
Web Intell. Agent Syst., 2014
Research on particle swarm optimization based clustering: A systematic review of literature and techniques.
Swarm Evol. Comput., 2014
Efficient processing of streaming updates with archived master data in near-real-time data warehousing.
Knowl. Inf. Syst., 2014
Expert Syst. Appl., 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 10th IEEE International Conference on e-Science, 2014
Connecting and Synchronizing Scientific Artifacts through the Process of Conceptual Change.
Proceedings of the 10th IEEE International Conference on e-Science, 2014
Proceedings of the Database and Expert Systems Applications, 2014
Proceedings of the Database and Expert Systems Applications, 2014
Proceedings of the Data Warehousing and Knowledge Discovery, 2014
Proceedings of the Data Warehousing and Knowledge Discovery, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the 23rd Australian Software Engineering Conference, 2014
2013
Trans. Large Scale Data Knowl. Centered Syst., 2013
Trans. Large Scale Data Knowl. Centered Syst., 2013
Inf. Sci., 2013
Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2013
Proceedings of the 2013 18th International Conference on Engineering of Complex Computer Systems, 2013
Proceedings of the Data Warehousing and Knowledge Discovery, 2013
Proceedings of the Data Warehousing and Knowledge Discovery, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, 2013
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013
2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the 2012 International Conference on Advances in Computing, 2012
Proceedings of the Data Warehousing and Knowledge Discovery, 2012
Proceedings of the Data Warehousing and Knowledge Discovery, 2012
Proceedings of the Data Warehousing and Knowledge Discovery, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012
Proceedings of the Twenty-Third Australasian Database Conference, 2012
2011
Int. J. Data Warehous. Min., 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering.
Proceedings of the New Frontiers in Applied Data Mining, 2011
Proceedings of the Data Warehousing and Knowledge Discovery, 2011
Proceedings of the Data Warehousing and Knowledge Discovery, 2011
Proceedings of the Database Systems for Advanced Applications, 2011
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011
2010
Formal Methods Syst. Des., 2010
Proceedings of the Database and XML Technologies, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
J. Univers. Comput. Sci., 2009
Proceedings of the TASE 2009, 2009
Comparing Global Optimization and Default Settings of Stream-Based Joins - (Experimental Paper).
Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009
Proceedings of the User Interfaces 2009, Tenth Australasian User Interface Conference, 2009
Proceedings of the 20th Australian Software Engineering Conference (ASWEC 2009), 2009
Proceedings of the Data Mining and Multi-agent Integration, 2009
2008
Int. J. Web Inf. Syst., 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 13th International Conference on Engineering of Complex Computer Systems (ICECCS 2008), March 31 2008, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the Workshops Proceedings of the 12th International IEEE Enterprise Distributed Object Computing Conference, 2008
Proceedings of the User Interfaces 2008, Ninth Australasian User Interface Conference, 2008
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008
2007
J. Comput. Sci. Eng., 2007
Int. J. Web Inf. Syst., 2007
Proceedings of the Conceptual Modelling 2007, Proceedings of the Fourth Asia-Pacific Conference on Conceptual Modelling (APCCM2007), Ballarat, Victoria, Australia, January 30, 2007
2006
Proceedings of the Advances in Web-Age Information Management, 2006
Proceedings of the ACM 2006 Symposium on Software Visualization, 2006
A PVS Approach to Verifying ORA-SS Data Models.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006
Proceedings of the Distributed Computing and Internet Technology, 2006
Proceedings of the 17th Australian Software Engineering Conference (ASWEC 2006), 2006
2005
Proceedings of the Third International Workshop on Software Verification and Validation, 2005
Proceedings of the Conceptual Modeling, 2005
Proceedings of the Database Systems for Advanced Applications, 2005
2004
Proceedings of the Database Systems for Advances Applications, 2004
Proceedings of the Database Technologies 2004, 2004
Proceedings of the ACSW Frontiers 2004, 2004 ACSW Workshops, 2004
2003
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003
An E-Commerce Framework for Small Businesses.
Proceedings of the iiWAS'2003, 2003
2002
ACM Trans. Database Syst., 2002
Join Operation over XML data.
Proceedings of the Information Systems and Databases (ISDB 2002), 2002
Proceedings of the Logic Programming, 18th International Conference, 2002
2001
Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001
Proceedings of the ER 2001 Workshops, 2001
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Proceedings of the Conceptual Modeling, 2000
1999
Proceedings of the 30th SIGCSE Technical Symposium on Computer Science Education, 1999
1996
Proceedings of the Logic in Databases, 1996
1995
J. Intell. Inf. Syst., 1995
Proceedings of the Deductive and Object-Oriented Databases, 1995
1993
Proceedings of the Deductive and Object-Oriented Databases, Third International Conference, 1993