Gillian Dobbie

Gillian Dobbie

University of Auckland

H-index: 34

Oceania-New Zealand

About Gillian Dobbie

Gillian Dobbie, With an exceptional h-index of 34 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Auckland, specializes in the field of Big Data, Stream Data Mining, Keyword Queries, Data Management, Software Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Several Approaches for the Prediction of the Operating Modes of a Wind Turbine

Symmetric Self-Paced Learning for Domain Generalization

Can Large Language Models Learn Independent Causal Mechanisms?

The association of dementia and delirium with health outcomes in a sample of older inpatients in a New Zealand hospital setting

Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies

Lessons learned from developing a COVID-19 algorithm governance framework in Aotearoa New Zealand

Large language models are not strong abstract reasoners

Targeted Attacks on Time Series Forecasting

Gillian Dobbie Information

University

Position

___

Citations(all)

3685

Citations(since 2020)

1572

Cited By

2679

hIndex(all)

34

hIndex(since 2020)

20

i10Index(all)

80

i10Index(since 2020)

37

Email

University Profile Page

University of Auckland

Google Scholar

View Google Scholar Profile

Gillian Dobbie Skills & Research Interests

Big Data

Stream Data Mining

Keyword Queries

Data Management

Software Engineering

Top articles of Gillian Dobbie

Title

Journal

Author(s)

Publication Date

Several Approaches for the Prediction of the Operating Modes of a Wind Turbine

Electronics

Hannah Yun

Ciprian Doru Giurcăneanu

Gillian Dobbie

2024/4/15

Symmetric Self-Paced Learning for Domain Generalization

Proceedings of the AAAI Conference on Artificial Intelligence

Di Zhao

Yun Sing Koh

Gillian Dobbie

Hongsheng Hu

Philippe Fournier-Viger

2024/3/24

Can Large Language Models Learn Independent Causal Mechanisms?

arXiv preprint arXiv:2402.02636

Gaël Gendron

Bao Trung Nguyen

Alex Yuxuan Peng

Michael Witbrock

Gillian Dobbie

2024/2/4

The association of dementia and delirium with health outcomes in a sample of older inpatients in a New Zealand hospital setting

Delirium Communications

Cristian Gonzalez-Prieto

Engelina Groenewald

Susan Yates

Bede Oulaghan

Claudia Rivera-Rodriguez

...

2024/1/25

Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies

arXiv preprint arXiv:2312.01509

Vithya Yogarajan

Gillian Dobbie

Te Taka Keegan

Rostam J Neuwirth

2023/12/3

Lessons learned from developing a COVID-19 algorithm governance framework in Aotearoa New Zealand

Journal of the Royal Society of New Zealand

Daniel Wilson

Frith Tweedie

Juliet Rumball-Smith

Kevin Ross

Alex Kazemi

...

2023/1/1

Large language models are not strong abstract reasoners

Gael Gendron

Qiming Bao

Michael Witbrock

Gillian Dobbie

2023/10/13

Targeted Attacks on Time Series Forecasting

Zeyu Chen

Katharina Dost

Xuan Zhu

Xinglong Chang

Gillian Dobbie

...

2023/5/25

Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part I

Xin Wang

Maria Luisa Sapino

Wook-Shin Han

Amr El Abbadi

Gill Dobbie

...

2023/4/13

Developing a Fair AI-based Healthcare Framework with Feedback Loop

The 6th International Workshop of The Knowledge Discovery in Healthcare Data@ The 32nd International Joint Conference on Artificial Intelligence

Vithya Yogarajan

Gill Dobbie

Sharon Leitch

David Reith

2023/8/20

Exploring older people’s attitudes and preferences around the use of their routinely collected healthcare data in brain health research

Alzheimer's & Dementia

Cristian Andres Gonzalez Prieto

Susan Yates

Claudia Rivera Rodriguez

Daniel Wilson

Gillian Dobbie

...

2023/12

Using Flexible Memories to Reduce Catastrophic Forgetting

Wernsen Wong

Yun Sing Koh

Gillian Dobbie

2023/5/25

Moving a Bootcamp-Style Computer Science Programme Online: An Experience Report

Andrew Meads

Yu-Cheng Tu

Gillian Dobbie

2023/3/2

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report

ACM SIGMOD Record

Sihem Amer-Yahia

Divyakant Agrawal

Yael Amsterdamer

Sourav S Bhowmick

Angela Bonifati

...

2023/8/10

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

IEEE Transactions on Dependable and Secure Computing

Hongsheng Hu

Xuyun Zhang

Zoran Salcic

Lichao Sun

Kim-Kwang Raymond Choo

...

2023/10/3

Automatic refactoring of conditions and substitutions for B state transition models

Software: Practice and Experience

Cheng‐Hao Cai

Jing Sun

Gillian Dobbie

2023/11

BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability

Xinglong Chang

Katharina Dost

Kaiqi Zhao

Ambra Demontis

Fabio Roli

...

2023/5/25

Disentanglement of latent representations via causal interventions

arXiv preprint arXiv:2302.00869

Gaël Gendron

Michael Witbrock

Gillian Dobbie

2023/2/2

Identifying potential patients with diabetes-related dementia: a descriptive approach using routinely collected data

The New Zealand Medical Journal (Online)

Cristian Gonzalez Prieto

Ruby Hosking

Jasmine Appleton

Susan Yates

Yu-Min Lin

...

2023/8/4

Database Systems for Advanced Applications. DASFAA 2023 International Workshops: BDMS 2023, BDQM 2023, GDMA 2023, BundleRS 2023, Tianjin, China, April 17-20, 2023, Proceedings

Christian S Jensen

Ee-Peng Lim

De-Nian Yang

Chia-Hui Chang

Jianliang Xu

...

2021/4/6

See List of Professors in Gillian Dobbie University(University of Auckland)