Gillian Dobbie

Russel Pears, Yun Sing Koh, Gillian Dobbie, Wai K. Yeap: Weighted association rule mining via a graph based connectivity model. Inf. Sci. 218: 61-84 (2013)

M. Asif Naeem, Gillian Dobbie, Gerald Weber: Optimised X-HYBRIDJOIN for Near-Real-Time Data Warehousing. ADC 2012: 21-30

Sidney Tsang, Gillian Dobbie, Yun Sing Koh: Generating Realistic Online Auction Data. Australasian Conference on Artificial Intelligence 2012: 120-131

David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears: Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support. Australasian Conference on Artificial Intelligence 2012: 614-625

Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh: Hierarchical PSO clustering based recommender system. IEEE Congress on Evolutionary Computation 2012: 1-8

David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie: Rare Pattern Mining on Data Streams. DaWaK 2012: 303-314

Yun Sing Koh, Russel Pears, Gillian Dobbie: Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. DaWaK 2012: 340-351

M. Asif Naeem, Gillian Dobbie, Gerald Weber: A Lightweight Stream-Based Join with Limited Resource Consumption. DaWaK 2012: 431-442

M. Asif Naeem, Gillian Dobbie, Imran Sarwar Bajwa, Gerald Weber: Resource optimization for processing of stream data in data warehouse environment. ICACCI 2012: 62-68

Sidney Tsang, Gillian Dobbie, Yun Sing Koh: Evaluating Fraud Detection Algorithms Using an Auction Data Generator. ICDM Workshops 2012: 332-339

Yun Sing Koh, Russel Pears, Gillian Dobbie: WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights. PAKDD (2) 2012: 37-48

Yun Sing Koh, Russel Pears, Gillian Dobbie: Automatic Item Weight Generation for Pattern Mining and its Application. IJDWM 7(3): 30-49 (2011)

M. Asif Naeem, Gillian Dobbie, Gerald Weber: HYBRIDJOIN for Near-Real-Time Data Warehousing. IJDWM 7(4): 21-42 (2011)

Russel Pears, Yun Sing Koh, Gillian Dobbie: Discriminatory Confidence Analysis in Pattern Mining. ADMA (1) 2011: 285-298

M. Asif Naeem, Gillian Dobbie, Gerald Weber: X-HYBRIDJOIN for Near-Real-Time Data Warehousing. BNCOD 2011: 33-47

Mengchi Liu, Gillian Dobbie, Tok Wang Ling: What Have We Learnt from Deductive Object-Oriented Database Research? DASFAA (1) 2011: 16-21

Yun Sing Koh, Gillian Dobbie: SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining. DaWaK 2011: 265-276

Sidney Tsang, Yun Sing Koh, Gillian Dobbie: RP-Tree: Rare Pattern Tree Mining. DaWaK 2011: 277-288

Shafiq Alam, Gillian Dobbie, Patricia Riddle: Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. PAKDD Workshops 2011: 316-326

Yun Sing Koh, Russel Pears, Gillian Dobbie: Automatic Assignment of Item Weights for Pattern Mining on Data Streams. PAKDD (1) 2011: 387-398

Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves: Theorem prover approach to semistructured data design. Formal Methods in System Design 37(1): 1-60 (2010)

Russel Pears, Yun Sing Koh, Gillian Dobbie: EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. ADMA (1) 2010: 36-47

Shafiq Alam, Gillian Dobbie, Patricia Riddle, M. Asif Naeem: A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation 2010: 1-7

Huayu Wu, Tok Wang Ling, Gillian Dobbie, Zhifeng Bao, Liang Xu: Reducing Graph Matching to Tree Matching for XML Queries with ID References. DEXA (2) 2010: 391-406

M. Asif Naeem, Gillian Dobbie, Gerald Weber, Shafiq Alam: R-MESHJOIN for near-real-time data warehousing. DOLAP 2010: 53-60

Shafiq Alam, Gillian Dobbie, Patricia Riddle, M. Asif Naeem: Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. IAT 2010: 64-68

Huayu Wu, Tok Wang Ling, Gillian Dobbie: TP+Output: Modeling Complex Output Information in XML Twig Pattern Query. XSym 2010: 128-143

Juan Trujillo, Gillian Dobbie, Hannu Kangassalo, Sven Hartmann, Markus Kirchberg, Matti Rossi, Iris Reinhartz-Berger, Esteban Zimányi, Flavius Frasincar (Eds.): 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. Lecture Notes in Computer Science 6413, Springer 2010, isbn 978-3-642-16384-5

Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves: Formal Verification of Semistructured Data Models in PVS. J. UCS 15(1): 241-272 (2009)

M. Shaban Jokhio, Gillian Dobbie, Jing Sun: Towards Specification Based Testing for Semantic Web Services. Australian Software Engineering Conference 2009: 54-63

M. Asif Naeem, Gillian Dobbie, Gerald Weber: Comparing Global Optimization and Default Settings of Stream-Based Joins - (Experimental Paper). BIRTE 2009: 155-170

Yuan-Fang Li, Jing Sun, Gillian Dobbie, Scott Uk-Jin Lee, Hai H. Wang: Verifying Semistructured Data Normalization Using SWRL. TASE 2009: 193-200

Gillian Dobbie, Tok Wang Ling: Functional Dependencies for Semi-Structured Data. Encyclopedia of Database Systems 2009: 1198-1200

Gillian Dobbie, Tok Wang Ling: Normal Form ORA-SS Schema Diagrams. Encyclopedia of Database Systems 2009: 1915-1917

Gillian Dobbie, Tok Wang Ling: Object Relationship Attribute Data Model for Semi-structured Data. Encyclopedia of Database Systems 2009: 1940-1941

Gillian Dobbie, Tok Wang Ling: Semi-Structured Database Design. Encyclopedia of Database Systems 2009: 2605-2610

Ke Geng, Gillian Dobbie: Element classification-based transformation of XML queries. IJWIS 4(3): 306-322 (2008)

Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Lindsay Groves, Yuan-Fang Li: Correctness Criteria for Normalization of Semistructured Data. Australian Software Engineering Conference 2008: 248-257

Simon Baker, Fiora Au, Gillian Dobbie, Ian Warren: Automated Usability Testing Using HUI Analyzer. Australian Software Engineering Conference 2008: 579-588

Fiora Au, Simon Baker, Ian Warren, Gillian Dobbie: Automated Usability Testing Framework. AUIC 2008: 55-64

M. Asif Naeem, Gillian Dobbie, Gerald Weber: An Event-Based Near Real-Time Data Integration Architecture. EDOCW 2008: 401-404

Shafiq Alam, Gillian Dobbie, Patricia Riddle: Particle Swarm Optimization Based Clustering of Web Usage Data. Web Intelligence/IAT Workshops 2008: 451-454

Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Lindsay Groves: Verifying Semistructured Data Normalization Using PVS. ICECCS 2008: 15-24

Gillian Dobbie, Bernard Mans (Eds.): Computer Science 2008, Thirty-First Australasian Computer Science Conference (ACSC2008), Wollongong, NSW, Australia, January 22-25, 2008. CRPIT 74, Australian Computer Society 2008, isbn 978-1-920682-55-2

Ke Geng, Gillian Dobbie: An XML document generator for semantic query optimization experimentation. IJWIS 3(1/2): 26-40 (2007)

Ya Bing Chen, Tok Wang Ling, Mong-Li Lee, Masatake Nakanishi, Gillian Dobbie: A Semantic Approach to the Design of Valid and Reversible Semistructured Views. JCSE 1(1): 95-123 (2007)

Gillian Dobbie, Jing Sun, Yuan-Fang Li, Scott Uk-Jin Lee: Towards Verifying Semistructured Data. APCCM 2007: 11-14

Ke Geng, Gillian Dobbie: Element Classification Based Transformation of XML Queries. iiWAS 2007: 247-256

Gillian Dobbie (Ed.): Computer Science 2007. Proceedings of the Thirtieth Australasian Computer Science Conference (ACSC2007). Ballarat, Victoria, Australia, January 30 - February 2, 2007. Proceedings. CRPIT 62, Australian Computer Society 2007, isbn 1-920-68243-0

Scott Uk-Jin Lee, Jing Sun, Gillian Dobbie, Yuan-Fang Li: A Z Approach in Validating ORA-SS Data Models. Electr. Notes Theor. Comput. Sci. 157(1): 95-109 (2006)

Yuan-Fang Li, Jing Sun, Gillian Dobbie, Hai H. Wang, Jun Sun: Reasoning About ORA-SS Data Models Using the Semantic Web. : 219-241 (2006)

Lin Wang, Gillian Dobbie, Jing Sun, Lindsay Groves: Validating ORA-SS Data Models using Alloy. ASWEC 2006: 231-242

Gillian Dobbie, Jing Sun, Yuan-Fang Li, Scott Uk-Jin Lee: Research into Verifying Semistructured Data. ICDCIT 2006: 361-374

Ke Geng, Gillian Dobbie: An XML Document Generator for Semantic Query Optimization Experimentation. iiWAS 2006: 367-376

Scott Uk-Jin Lee, Gillian Dobbie, Jing Sun, Lindsay Groves: A PVS Approach to Verifying ORA-SS Data Models. SEKE 2006: 126-131

John G. Hosking, Nodira Khoussainova, Gillian Dobbie: A tool for visualizing schemas for semistructured data. SOFTVIS 2006: 149-150

Yuan-Fang Li, Jing Sun, Gillian Dobbie, Jun Sun, Hai H. Wang: Validating Semistructured Data Using OWL. WAIM 2006: 520-531

Vladimir Estivill-Castro, Gillian Dobbie (Eds.): Computer Science 2006, Twenty-Nineth Australasian Computer Science Conference (ACSC2006), Hobart, Tasmania, Australia, January 16-19 2006. CRPIT 48, Australian Computer Society 2006, isbn 1-920682-30-9

Gillian Dobbie, James Bailey (Eds.): Database Technologies 2006, Proceedings of the 17th Australasian Database Conference, ADC 2006, Hobart, Tasmania, Australia, January 16-19 2006. CRPIT 49, Australian Computer Society 2006, isbn 1-920682-31-7

Wei Zhang, Tok Wang Ling, Zhuo Chen, Gillian Dobbie: XDO2: A Deductive Object-Oriented Query Language for XML. DASFAA 2005: 311-322

Xia Yang, Mong-Li Lee, Tok Wang Ling, Gillian Dobbie: A Semantic Approach to Query Rewriting for Integrated XML Data. ER 2005: 417-432

Hugh E. Williams, Gillian Dobbie (Eds.): Database Technologies 2005, Proceedings of the Sixteenth Australasian Database Conference, ADC 2005, Newcastle, Australia, January 31st - February 3rd 2005. CRPIT 39, Australian Computer Society 2005, isbn 1-920682-21-X

Hasan M. Jamil, Gillian Dobbie: On Logical Foundations of Multilevel Secure Databases. J. Intell. Inf. Syst. 23(3): 271-294 (2004)

Jacky W. W. Wan, Gillian Dobbie: Mining Association Rules from XML Data using XQuery. ACSW Frontiers 2004: 169-174

Gillian Dobbie: Databases, But Not As We Know Them. ADC 2004: 11-13

Zhuo Chen, Tok Wang Ling, Mengchi Liu, Gillian Dobbie: XTree for Declarative XML Querying. DASFAA 2004: 100-112

Gillian Dobbie, Franziska Gelies, Daniel Blossey: An E-Commerce Framework for Small Businesses. iiWAS 2003

Jacky W. W. Wan, Gillian Dobbie: Extracting association rules from XML documents using XQuery. WIDM 2003: 94-97

Mengchi Liu, Gillian Dobbie, Tok Wang Ling: A logical foundation for deductive object-oriented databases. ACM Trans. Database Syst. 27(1): 117-151 (2002)

Hasan M. Jamil, Gillian Dobbie: A Model Theoretic Semantics for Multi-level Secure Deductive Databases. ICLP 2002: 130-147

H.-C. Liu, Gillian Dobbie: Join Operation over XML data. ISDB 2002: 228-233

Stéphane Bressan, Gillian Dobbie, Zoé Lacroix, Mong-Li Lee, Ying Guang Li, Ullas Nambiar, Bimlesh Wadhwa: X007: Applying 007 Benchmark to XML Query Processing Tool. CIKM 2001: 167-174

Mengchi Liu, Gillian Dobbie, Tok Wang Ling: A Logical Foundation for Deductive Object-Oriented Databases. DASFAA 2001: 116-123

Mong-Li Lee, Sin Yeung Lee, Tok Wang Ling, Gillian Dobbie, Leonid A. Kalinichenko: Designing Semistructured Databases: A Conceptual Approach. DEXA 2001: 12-21

Xiaoying Wu, Tok Wang Ling, Sin Yeung Lee, Mong-Li Lee, Gillian Dobbie: NF-SS: A Normal Form for Semistructured Schema. ER (Workshops) 2001: 292-305

Xiaoying Wu, Tok Wang Ling, Mong-Li Lee, Gillian Dobbie: Designing Semistructured Databases Using ORA-SS Model. WISE (1) 2001: 171-

Gillian Dobbie, Tok Wang Ling: Practical Approach to Selecting Data Warehouse Views Using Data Dependencies. ER 2000: 168-182

Judy Brown, Gillian Dobbie: Supporting and evaluating team dynamics in group projects. SIGCSE 1999: 281-285

Gillian Dobbie, Rodney W. Topor: Arithmetic and Aggregate Operators in Deductive Object-Oriented Databases. Logic in Databases 1996: 389-397

Gillian Dobbie, Rodney W. Topor: On the Declarative and Procedural Semantics of Deductive Object-Oriented Systems. J. Intell. Inf. Syst. 4(2): 193-219 (1995)

Gillian Dobbie, Rodney W. Topor: Resolving Ambiguities caused by Multiple Inheritance. DOOD 1995: 265-280

Gillian Dobbie, Rodney W. Topor: A Model for Sets and Multiple Inheritance in Deductive Object-Oriented Systems. DOOD 1993: 473-488