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Dobbie's research centers on machine learning, including data stream mining and adversarial attacks. The research group that she heads creates algorithms to be used in several application areas, such as "predicting peaks and troughs in COVID-19 cases, predicting dementia using routinely collected
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Jacky W. W. Wan and
Gillian Dobbie. 2003. Extracting association rules from XML documents using XQuery. In Proceedings of the 5th ACM international workshop on Web information and data management (WIDM '03). ACM, New York, NY, USA, 94–97.
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She says she is "keen to work with people who have a tricky problem they would like to solve using machine learning."
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data, monitoring critical and/or remote sensors, and detecting and defending against various adversarial attacks."
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University of
Auckland: New school to fuel NZ technology industry, New Zealand Herald 30 September 2015,
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Design of a monitor for the debugging and development of multiprocessing process control systems
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Design of a monitor for the debugging and development of multiprocessing process control systems
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and the
Director of the Auckland ICT Graduate School. She is also a visiting professor at
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143:, completed in 1987 with a dissertation titled,
207:https://dx.doi.org/10.1016/j.swevo.2014.02.001
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461:Academic staff of the University of Auckland
486:Fellows of the Royal Society of New Zealand
332:"Gillian Dobbie – Google Scholar Citations"
182:Fellow of the Royal Society of New Zealand
71:Fellow of the Royal Society of New Zealand
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355:Royal Society, Marsden Fund Panel, (
139:Dobbie has a master's degree from
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127:and on the advisory board of the
150:Her main research interests are
125:National University of Singapore
471:New Zealand non-fiction writers
466:New Zealand computer scientists
258:"Gillian Dobbie LinkedIn Page"
180:In 2022, Dobbie was elected a
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456:21st-century women scientists
451:20th-century women scientists
201:Shafiq Alam, Gillian Dobbie,
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119:. She is a professor at the
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374:Royal Society Te Apārangi
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481:Massey University alumni
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308:Dobbie, Gillian (1987).
108:Gillian Christine Dobbie
61:University of Melbourne
416:Institutional Homepage
121:University of Auckland
96:University of Auckland
336:scholar.google.co.nz
160:software engineering
370:"View our fellows"
117:computer scientist
237:cs.auckland.ac.nz
141:Massey University
115:is a New Zealand
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78:Scientific career
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379:29 August
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152:big data
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67:Awards
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Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
