Gillian Dobbie

According to our database1, Gillian Dobbie authored at least 153 papers between 1993 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Recurring concept meta-learning for evolving data streams.
Expert Syst. Appl., 2019

Identifying Top-k Nodes in Social Networks: A Survey.
ACM Comput. Surv., 2019

Automatic B-model repair using model checking and machine learning.
Autom. Softw. Eng., 2019

PRARS: Risk Assessment Model for Recommender Systems.
Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019

Network Embedding and Change Modeling in Dynamic Heterogeneous Networks.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Design Model Repair with Formal Verification.
Proceedings of the Formal Methods and Software Engineering, 2019

Using Transfer Learning to Detect Phishing in Countries with a Small Population.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

Classifying Imbalanced Road Accident Data Using Recurring Concept Drift.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

Achieving Abstract Machine Reachability with Learning-Based Model Fulfilment.
Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

Items2Data: Generating Synthetic Boolean Datasets from Itemsets.
Proceedings of the Databases Theory and Applications, 2019

2018
Semi-structured Database Design.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Object Relationship Attribute Data Model for Semistructured Data.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Normal Form ORA-SS Schema Diagrams.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Functional Dependencies for Semistructured Data.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

An Experience Report on a Boot-Camp Style Programming Course.
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

Predicting Concept Drift in Data Streams Using Metadata Clustering.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

B-Repair: Repairing B-Models Using Machine Learning.
Proceedings of the 23rd International Conference on Engineering of Complex Computer Systems, 2018

Volatility Drift Prediction for Transactional Data Streams.
Proceedings of the IEEE International Conference on Data Mining, 2018

A Semantic Framework for Designing Temporal SQL Databases.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Analyzing Temporal Keyword Queries for Interactive Search over Temporal Databases.
Proceedings of the Database and Expert Systems Applications, 2018

Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

OHC: Uncovering Overlapping Heterogeneous Communities.
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
UniAD: A Unified Ad Hoc Data Processing System.
ACM Trans. Database Syst., 2017

Skewed distributions in semi-stream joins: How much can caching help?
Inf. Syst., 2017

Goal-based testing of semantic web services.
Information & Software Technology, 2017

Visual Development Platform for Ruby on Rails.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Volatility Adaptive Classifier System.
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
Linking Design Model with Code.
International Journal of Software Engineering and Knowledge Engineering, 2016

Anomaly detection and identification scheme for VM live migration in cloud infrastructure.
Future Generation Comp. Syst., 2016

From Design to Code: An Educational Approach.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Phishing Detection on Twitter Streams.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Parallel Discord Discovery.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Improving Imputation Accuracy in Ordinal Data Using Classification.
Proceedings of the Intelligent Systems Design and Applications, 2016

CPF: Concept Profiling Framework for Recurring Drifts in Data Streams.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Fast Disjoint and Overlapping Community Detection.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2015

Rare Pattern Mining from Data Streams Using SRP-Tree and Its Variants.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2015

Analysis of particle swarm optimization based hierarchical data clustering approaches.
Swarm and Evolutionary Computation, 2015

Special Issue on Advances in Conceptual Modeling (ER 2014).
Data Knowl. Eng., 2015

Drift Detection Using Stream Volatility.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

STRATUS: Towards Returning Data Control to Cloud Users.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

SQL Data Profiling of Foreign Keys.
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

Unsupervised Semantic and Syntactic Based Classification of Scientific Citations.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

Modeling Ice Storm Climatology.
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 Intelligence and Agent Systems, 2014

Research on particle swarm optimization based clustering: A systematic review of literature and techniques.
Swarm and Evolutionary Computation, 2014

SPAN: Finding collaborative frauds in online auctions.
Knowl.-Based Syst., 2014

Efficient processing of streaming updates with archived master data in near-real-time data warehousing.
Knowl. Inf. Syst., 2014

Detecting online auction shilling frauds using supervised learning.
Expert Syst. Appl., 2014

Towards unified ad-hoc data processing.
Proceedings of the International Conference on Management of Data, 2014

Detection of abnormal profiles on group attacks in recommender systems.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Detecting Changes in Rare Patterns from Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Attack detection in recommender systems based on target item analysis.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Detecting Volatility Shift in Data Streams.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

An eScience Tool for Understanding Copyright in Data Driven Sciences.
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

Semantic Path Ranking Scheme for Relational Keyword Queries.
Proceedings of the Database and Expert Systems Applications, 2014

Group-by and Aggregate Functions in XML Keyword Search.
Proceedings of the Database and Expert Systems Applications, 2014

Drift Detector for Memory-Constrained Environments.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Optimizing Queue-Based Semi-Stream Joins with Indexed Master Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Web bots detection using Particle Swarm Optimization based clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Automated Mutation-Based Test Case Evaluation for Semantic Web Services.
Proceedings of the 23rd Australian Software Engineering Conference, 2014

2013
Finding Interesting Rare Association Rules Using Rare Pattern Tree.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2013

Efficient Single Pass Ordered Incremental Pattern Mining.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2013

Weighted association rule mining via a graph based connectivity model.
Inf. Sci., 2013

Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Analysis of Web Usage Data for Clustering Based Recommender System.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2013

Web Services Testing via Goal and Mutation.
Proceedings of the 2013 18th International Conference on Engineering of Complex Computer Systems, 2013

Finding Maximal Overlapping Communities.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

A generic front-stage for semi-stream processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Verb selection using semantic role labeling for citation classification.
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, 2013

Change Itemset Mining in Data Streams.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

Tracking Drift Types in Changing Data Streams.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Evaluating Fraud Detection Algorithms Using an Auction Data Generator.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Resource optimization for processing of stream data in data warehouse environment.
Proceedings of the 2012 International Conference on Advances in Computing, 2012

A Lightweight Stream-Based Join with Limited Resource Consumption.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

Rare Pattern Mining on Data Streams.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

Hierarchical PSO clustering based recommender system.
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

Generating Realistic Online Auction Data.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Optimised X-HYBRIDJOIN for Near-Real-Time Data Warehousing.
Proceedings of the Twenty-Third Australasian Database Conference, 2012

2011
HYBRIDJOIN for Near-Real-Time Data Warehousing.
IJDWM, 2011

Automatic Item Weight Generation for Pattern Mining and its Application.
IJDWM, 2011

Automatic Assignment of Item Weights for Pattern Mining on Data Streams.
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

RP-Tree: Rare Pattern Tree Mining.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

What Have We Learnt from Deductive Object-Oriented Database Research?
Proceedings of the Database Systems for Advanced Applications, 2011

X-HYBRIDJOIN for Near-Real-Time Data Warehousing.
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011

Discriminatory Confidence Analysis in Pattern Mining.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Theorem prover approach to semistructured data design.
Formal Methods in System Design, 2010

TP+Output: Modeling Complex Output Information in XML Twig Pattern Query.
Proceedings of the Database and XML Technologies, 2010

Particle Swarm Optimization Based Hierarchical Agglomerative Clustering.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

R-MESHJOIN for near-real-time data warehousing.
Proceedings of the DOLAP 2010, 2010

Reducing Graph Matching to Tree Matching for XML Queries with ID References.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

A swarm intelligence based clustering approach for outlier detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
Semi-Structured Database Design.
Proceedings of the Encyclopedia of Database Systems, 2009

Object Relationship Attribute Data Model for Semi-structured Data.
Proceedings of the Encyclopedia of Database Systems, 2009

Normal Form ORA-SS Schema Diagrams.
Proceedings of the Encyclopedia of Database Systems, 2009

Functional Dependencies for Semi-Structured Data.
Proceedings of the Encyclopedia of Database Systems, 2009

Formal Verification of Semistructured Data Models in PVS.
J. UCS, 2009

Verifying Semistructured Data Normalization Using SWRL.
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

Sketching ER Diagrams.
Proceedings of the User Interfaces 2009, Tenth Australasian User Interface Conference, 2009

Towards Specification Based Testing for Semantic Web Services.
Proceedings of the 20th Australian Software Engineering Conference (ASWEC 2009), 2009

Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users' Session Data.
Proceedings of the Data Mining and Multi-agent Integration, 2009

2008
Element classification-based transformation of XML queries.
IJWIS, 2008

An Evolutionary Particle Swarm Optimization algorithm for data clustering.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008

Verifying Semistructured Data Normalization Using PVS.
Proceedings of the 13th International Conference on Engineering of Complex Computer Systems (ICECCS 2008), March 31 2008, 2008

Particle Swarm Optimization Based Clustering of Web Usage Data.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

An Event-Based Near Real-Time Data Integration Architecture.
Proceedings of the Workshops Proceedings of the 12th International IEEE Enterprise Distributed Object Computing Conference, 2008

Automated Usability Testing Framework.
Proceedings of the User Interfaces 2008, Ninth Australasian User Interface Conference, 2008

Correctness Criteria for Normalization of Semistructured Data.
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

Automated Usability Testing Using HUI Analyzer.
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

2007
A Semantic Approach to the Design of Valid and Reversible Semistructured Views.
JCSE, 2007

An XML document generator for semantic query optimization experimentation.
IJWIS, 2007

Towards Verifying Semistructured Data.
Proceedings of the Conceptual Modelling 2007, Proceedings of the Fourth Asia-Pacific Conference on Conceptual Modelling (APCCM2007), Ballarat, Victoria, Australia, January 30, 2007

2006
Reasoning About ORA-SS Data Models Using the Semantic Web.
, 2006

A Z Approach in Validating ORA-SS Data Models.
Electr. Notes Theor. Comput. Sci., 2006

Validating Semistructured Data Using OWL.
Proceedings of the Advances in Web-Age Information Management, 2006

A tool for visualizing schemas for semistructured data.
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

Research into Verifying Semistructured Data.
Proceedings of the Distributed Computing and Internet Technology, 2006

Validating ORA-SS Data Models using Alloy.
Proceedings of the 17th Australian Software Engineering Conference (ASWEC 2006), 2006

2005
A Semantic Approach to Query Rewriting for Integrated XML Data.
Proceedings of the Conceptual Modeling, 2005

XDO2: A Deductive Object-Oriented Query Language for XML.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
On Logical Foundations of Multilevel Secure Databases.
J. Intell. Inf. Syst., 2004

XTree for Declarative XML Querying.
Proceedings of the Database Systems for Advances Applications, 2004

Databases, But Not As We Know Them.
Proceedings of the Database Technologies 2004, 2004

Mining Association Rules from XML Data using XQuery.
Proceedings of the ACSW Frontiers 2004, 2004 ACSW Workshops, 2004

2003
Extracting association rules from XML documents using XQuery.
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
A logical foundation for deductive object-oriented databases.
ACM Trans. Database Syst., 2002

Join Operation over XML data.
Proceedings of the Information Systems and Databases (ISDB 2002), 2002

A Model Theoretic Semantics for Multi-level Secure Deductive Databases.
Proceedings of the Logic Programming, 18th International Conference, 2002

2001
Designing Semistructured Databases Using ORA-SS Model.
Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001

NF-SS: A Normal Form for Semistructured Schema.
Proceedings of the ER 2001 Workshops, 2001

Designing Semistructured Databases: A Conceptual Approach.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

X007: Applying 007 Benchmark to XML Query Processing Tool.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Practical Approach to Selecting Data Warehouse Views Using Data Dependencies.
Proceedings of the Conceptual Modeling, 2000

1999
Supporting and evaluating team dynamics in group projects.
Proceedings of the 30th SIGCSE Technical Symposium on Computer Science Education, 1999

1996
Arithmetic and Aggregate Operators in Deductive Object-Oriented Databases.
Proceedings of the Logic in Databases, 1996

1995
On the Declarative and Procedural Semantics of Deductive Object-Oriented Systems.
J. Intell. Inf. Syst., 1995

Resolving Ambiguities caused by Multiple Inheritance.
Proceedings of the Deductive and Object-Oriented Databases, 1995

1993
A Model for Sets and Multiple Inheritance in Deductive Object-Oriented Systems.
Proceedings of the Deductive and Object-Oriented Databases, Third International Conference, 1993


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