Gillian Dobbie

Best Publications

• Membership Inference Attacks on Machine Learning: A Survey

  Hongsheng Hu;Zoran Salcic;Gillian Dobbie;Xuyun Zhang

  433
  Citations

• Research on particle swarm optimization based clustering: A systematic review of literature and techniques

  Unknown

  281
  Citations

• Source Inference Attacks in Federated Learning

  Unknown

  128
  Citations

• XOO7: applying OO7 benchmark to XML query processing tool

  Ying Guang Li;Stéphane Bressan;Gillian Dobbie;Zoé Lacroix

  102
  Citations

• Extracting association rules from XML documents using XQuery

  Unknown

  89
  Citations

• Detecting Volatility Shift in Data Streams

  Unknown

  87
  Citations

• An Evolutionary Particle Swarm Optimization algorithm for data clustering

  Unknown

  77
  Citations

• RP-Tree: rare pattern tree mining

  Unknown

  77
  Citations

• Automated usability testing framework

  Fiora T. W. Au;Simon Baker;Ian Warren;Gillian Dobbie

  76
  Citations

• Semistructured Database Design

  Tok Wang Ling;Mong Li Lee;Gillian Dobbie

  70
  Citations

• Designing semistructured databases using ORA-SS model

  Xiaoying Wu;Tok Wang Ling;Mong Li Lee;G. Dobbie

  65
  Citations

• Mining association rules from XML data using XQuery

  Unknown

  62
  Citations

• A maturity model for computing education

  Christof Lutteroth;Andrew Luxton-Reilly;Gillian Dobbie;John Hamer

  62
  Citations

• Weighted association rule mining via a graph based connectivity model

  Unknown

  60
  Citations

• Particle Swarm Optimization Based Clustering of Web Usage Data

  Unknown

  60
  Citations

• Scalable End-User Access to Big Data

  Martin Giese;Diego Calvanese;Peter Haase;Ian Horrocks

  60
  Citations

• An Event-Based Near Real-Time Data Integration Architecture

  Unknown

  54
  Citations

• Anomaly detection and identification scheme for VM live migration in cloud infrastructure

  Unknown

  53
  Citations

• On the declarative and procedural semantics of deductive object-oriented systems

  Unknown

  53
  Citations

• Network Embedding and Change Modeling in Dynamic Heterogeneous Networks

  Unknown

  49
  Citations