Gillian Dobbie | |
---|---|
Nationality | New Zealand |
Alma mater | Massey University University of Melbourne |
Awards | Fellow of the Royal Society of New Zealand |
Scientific career | |
Fields | Computer science |
Institutions | University of Auckland |
Gillian Christine Dobbie FRSNZ is a New Zealand computer scientist. She is a professor at the University of Auckland [1] and the Director of the Auckland ICT Graduate School. [2] [3] She is also a visiting professor at National University of Singapore and on the advisory board of the Victoria University of Wellington. [4]
Dobbie has a master's degree from Massey University, completed in 1987 with a dissertation titled, Design of a monitor for the debugging and development of multiprocessing process control systems. [5]
Her main research interests are big data, stream data mining, keyword queries, data management, and software engineering. [6] She convenes the Mathematical and Information Sciences panel for the Marsden Fund of the New Zealand Royal Society. [7]
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 data, monitoring critical and/or remote sensors, and detecting and defending against various adversarial attacks." [1]
She says she is "keen to work with people who have a tricky problem they would like to solve using machine learning." [1]
In 2022, Dobbie was elected a Fellow of the Royal Society of New Zealand. [8]
Massey University is a university based in New Zealand, with significant campuses in Auckland, Palmerston North, and Wellington. Massey University has approximately 27,533 students, 18,358 of whom study either partly or fully by distance. Research is undertaken on all three campuses and people from over 130 countries study at the university. Data from the 2017 annual report shows that 42% of the domestic students are based in Auckland, 38% in Palmerston North and 20% in Wellington.
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Marsden Fund grants are contestable funding for investigator-led fundamental research in New Zealand. Grants are made in all areas of research in science, engineering, mathematics, the social sciences and the humanities. The grants are made from the Marsden Fund, which was established by the New Zealand Government in 1994. The Marsden Fund is administered by the Royal Society of New Zealand. Most of the grants go to researchers at New Zealand universities, but some go to researchers at Crown Research Institutes and elsewhere.
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