Staff profile
Dr John McCullagh
Senior Lecturer
Faculty of Education
Faculty of Education - BendigoPE Building 1.28, Bendigo
- T: +61 0 54447985
- F: +61 0 54447800
- E: j.mccullagh@latrobe.edu.au
Qualifications
BAppSc (Phys. Ed), GradDipComp (LaT), MAppSc, PhD (Swin)
Area of study
Physical education
Teaching units
Exercise Physiology
Sports Biomechanics
Human Body Systems
ICT in Education
Recent publications
Martin, P. & McCullagh, J. (2011) "Physical Education and Outdoor Education: complementary but discrete disciplines", Asia-Pacific Journal of Health, Sport and Physical Education, 2(1), 67 – 78.
McCullagh, J. (2010) "Data Mining in Sport: A Neural Network Approach", International Journal of Sports Science and Engineering, 4(3), 131-138.
McCullagh, J. (2010) "The Application of Neural Networks for Talent Identification in Sport", The Third International Conference of Physical Education and Sports Science (ICPESS 2010), 305 - 310, Singapore.
McCullagh, A., McCullagh, J., Hardingham, C., Woodcock, A. & Crouch, G. (2010) "School-Based Programs: How effective are they in combating obesity ? The Third International Conference of Physical Education and Sports Science (ICPESS 2010), 272, Singapore.
McCullagh, J. & Whitfort, T. (2008) "An Investigation into the Application of Artificial Intelligence Techniques to the Player Selection Process at the AFL National Draft". The 9th Australasian Conference on Mathematics and Computers in Sport (MathSport08),145-150, Tweed Heads, Australia.
Spencer, M., & Whitfort, T.& McCullagh, J. (2007) "Clustering Data Manipulation Methods for the Development of Local Specialists". Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2007), 278-283, Innsbruck, Austria.
Spencer, M., McCullagh, J. & Whitfort, T. (2006) "Clustering Data Manipulation Method for Ensembles". Proceedings of the 19th Australian Joint Conference on Artificial Intelligence (AI'2006) , 1122-1126, Hobart, Australia.
Spencer, M., Whitfort, T., McCullagh, J. and Bui, E. (2006) "Dynamic Ensemble Approach for Estimating Organic Carbon using Computational Intelligence", The IASTED International Conference on Advances in Computer Science and Technology (ACST 2006), 186-192, Puerto Vallarta, Mexico, January 23-25, 2006.
Spencer, M., Whitfort, T., McCullagh, J. and Clark, R. (2005) "Classification of Dryland Salinity Risk using Artificial Neural Networks", Proceedings of the 16th International Congress on Modelling and Simulation MODSIM05, 91-97, Melbourne .
Spencer, M., McCullagh, J., Whitfort, T., and Reynard, K. (2005) "An Application into Using Artificial Intelligence for Estimating Organic Carbon", Proceedings of the 16th International Congress on Modelling and Simulation MODSIM05, 84-90, Melbourne.
McCullagh, J. A.(2005) “A Modular Neural Network Architecture for Rainfall Estimation”. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2005), 767-772, Innsbruck, Austria.
McCullagh, J.A. (2005). Neural Networks for Rainfall Estimation, in Neural Networks Applications in Information Technology and Web Engineering (Eds. Wang, D. and Lee, N.), Borneo Publishing, Ch 18, 246-260.
Spencer, M., Whitfort, T. & McCullagh, J. (2004) "Mapping Dryland Salinity using Neural Networks". Proceedings of the 17th Australian Joint Conference on Artificial Intelligence (AI'2004) ,8, 1233-1238, Cairns .
McCullagh, J. A. (2003). An Investigation into the use of Neural Network Ensembles for Meteorological Rainfall Estimations. Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003), 8, 190-194, Florida, USA.


