ProfessorJohn Yearwood
Emeritus Professor
Faculty of Science Engineering and Built Environment/Office of the Executive Dean Science, Engineering and Built Environment
Orcid identifier0000-0002-7562-6767 (opens in a new tab)
- Emeritus ProfessorFaculty of Science Engineering and Built Environment/Office of the Executive Dean Science, Engineering and Built Environment
BIO
Professor John Yearwood is Professor of Information Technology and was previously Head of the School of Information Technology at
Deakin University and was previously Executive Dean, Faculty of Science and
Technology, and Director, Centre of Informatics and Applied Optimization at
Federation University, Australia. He was instrumental in setting up the
Internet Commerce Security Laboratory with Westpac, IBM and the Victorian
State Government as a joint industry-focused and data-driven laboratory on
cyber security in the financial sector. He has held a number of ARC grants and
was a QEII Fellow working on computational narrative and argumentation in
decision science.
Professor Yearwood's work in data mining and computational intelligence has
led to the development of new machine learning and hybrid learning algorithms
for artificial neural networks, as well as new data and text mining and
pattern recognition approaches. His work in decision science has developed the
use of argumentation structures for the modelling of knowledge and
collaborative decision making in complex domains. He has published over 260
journal and refereed conference papers including 2 books.
Professor Yearwood is currently a CI on two ARC funded Discovery Projects.
He was Editor-in-Chief of the Journal of Research & Practice in Information
Technology and a reviewer for a large number of journals and competitive
research grant programs including the Australian Research Council grant
program, the NHMRC grant program, and for the Dutch Government in the
assessment of their NWO/ToKeN2000.
Deakin University and was previously Executive Dean, Faculty of Science and
Technology, and Director, Centre of Informatics and Applied Optimization at
Federation University, Australia. He was instrumental in setting up the
Internet Commerce Security Laboratory with Westpac, IBM and the Victorian
State Government as a joint industry-focused and data-driven laboratory on
cyber security in the financial sector. He has held a number of ARC grants and
was a QEII Fellow working on computational narrative and argumentation in
decision science.
Professor Yearwood's work in data mining and computational intelligence has
led to the development of new machine learning and hybrid learning algorithms
for artificial neural networks, as well as new data and text mining and
pattern recognition approaches. His work in decision science has developed the
use of argumentation structures for the modelling of knowledge and
collaborative decision making in complex domains. He has published over 260
journal and refereed conference papers including 2 books.
Professor Yearwood is currently a CI on two ARC funded Discovery Projects.
He was Editor-in-Chief of the Journal of Research & Practice in Information
Technology and a reviewer for a large number of journals and competitive
research grant programs including the Australian Research Council grant
program, the NHMRC grant program, and for the Dutch Government in the
assessment of their NWO/ToKeN2000.
DEAKIN UNIVERSITY CURRENT APPOINTMENT
- Emeritus ProfessorDeakin University, Office of the Executive Dean Science, Engineering and Built Environment
ACADEMIC POSITIONS
- Executive DeanFederation University, Science and Technology, Ballarat, Australia2 Jul 2012 - 1 Feb 2015
DEGREES
- PhDRMIT University, Melbourne, Australia1 Feb 1994 - 28 Nov 1996
- MScUniversity of Sydney, Sydney, Australia1 Feb 1976 - 31 Mar 1977
- Dip EdMonash University, Melbourne, Australia1 Feb 1981 - 30 Nov 1981
- BSc HonsMonash University, Melbourne, Australia2 Feb 1972 - 28 Nov 1975
FIELDS OF RESEARCH
- Data management and data science
- Artificial intelligence
- Distributed computing and systems software
- Computer vision and multimedia computation
- Machine learning
AVAILABILITY FOR SUPERVISION
- Masters by Research and PhD supervision
AREA/FACULTY
- Faculty of Science Engineering and Built Environment
DEPARTMENT/SCHOOL/INSTITUTE/DISCIPLINE
- Office of the Executive Dean Science, Engineering and Built Environment