Gillian Dobbie

Gillian Dobbie publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Gillian Dobbie sits on this spectrum.

Gillian Dobbie D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Gillian Dobbie sits on this spectrum.

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