Concepedia

Gillian Dobbie

GD

51

Publications

1.6K

Citations

27

H-Index

1993

Active since

Affiliations

University of Auckland(Current)

Macquarie University

National University of Singapore

Victoria University of Wellington

Auckland University of Technology

Gillian Dobbie is an author at University of Auckland specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceData MiningKnowledge DiscoveryMachine LearningInformation SecurityInformation RetrievalManagementData Security

Publications per year

1993–2024

51

Publications

51

Source Inference Attacks in Federated Learning

Hongsheng Hu, Zoran Salčić, Lichao Sun et al. · 2021 IEEE International Conference on Data Mining (ICDM) · 2021 · 90 citations

Privacy Protection, Engineering, Machine Learning +20

Detecting Volatility Shift in Data Streams

David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie et al. · 2014 · 74 citations

Volatility Modeling, Engineering, Shift Detection +18

An Evolutionary Particle Swarm Optimization algorithm for data clustering

Shafiq Alam, Gillian Dobbie, Patricia Riddle · 2008 · 58 citations

Evolutionary Data Mining, Cluster Computing, Document Clustering +11

Extracting association rules from XML documents using XQuery

Jacky W. W. Wan, Gillian Dobbie · 2003 · 57 citations

Xml Library, Xml Language, Engineering +12

XOO7

Yingguang Li, Stéphane Bressan, Gillian Dobbie et al. · 2001 · 55 citations

Engineering, Semantic Web, Corpus Linguistics +16

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