Staff profile

Dr John McCullagh

Senior Lecturer

Faculty of Education

Faculty of Education - Bendigo

PE Building 1.28, Bendigo

 

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.