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Dr Peter McLeod

Name Peter McLeod
Position Director (Assurance Services)
Section Assurance Services
Office Y351
Location Toowoomba Campus
Phone +61 7 4631 2679
Extension 2679
Email
Qualifications DipMgt SAIT , DipLead SAIT , BAcc CQU , BBus(InfoSys) CQU , CPA CPA Australia , MInformatics CQU , PhD CQU

Fields of Research (FoR)

  • Artificial Intelligence and Image Processing not elsewhere classified ( 080199 )
  • Computational Imaging ( 460303 )
  • Image Processing ( 460306 )
  • Pattern Recognition ( 460308 )
  • Computer Vision And Multimedia Computation ( 460300 )

Research interests
Pattern Recognition, Artificial Intelligence, Cancer diagnosis

Professional memberships
Fellow of CPA Australia

Research most recent
Conferences
Peter McLeod, Brijesh Verma: A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms. Australasian Conference on Artificial Intelligence 2012: 85-94

P. Mc Leod and B. Verma, ‘Clustered Ensemble Neural Network for Breast Mass Classifi-cation in Digital Mammography’, IEEE World Congress on Computational Intelligence (WCCI 2012), 10-15 June 2012, Brisbane, Australia, pp. 1266-1271.

Journals
Peter McLeod, Brijesh Verma: Variable Hidden Neuron Ensemble for Mass Classification in Digital Mammograms [Application Notes]. IEEE Comp. Int. Mag. 8(1): 68-76 (2013)

Verma, B., Mc Leod, P. and Klevansky, A. (2010) “Classification of benign and malignant patterns in digital mammograms for the diagnosis of breast cancer”, Expert Systems with Applications, vol. 37, no. 4, April 2010, pp. 3344-3351.


Research most notable
Verma, B., Mc Leod, P. and Klevansky, A. (2010) “Classification of benign and malignant patterns in digital mammograms for the diagnosis of breast cancer”, Expert Systems with Applications, vol. 37, no. 4, April 2010, pp. 3344-3351.


Publications in ePrints

Verma, Brijesh and McLeod, Peter and Klevansky, Alan (2010) Classification of benign and malignant patterns in digital mammograms for the diagnosis of breast cancer. Expert Systems with Applications, 37 (4). pp. 3344-3351. ISSN 0957-4174

Verma, Brijesh and McLeod, Peter and Klevansky, Alan (2009) A novel soft cluster neural network for the classification of suspicious areas in digital mammograms. Pattern Recognition, 42 (9). pp. 1845-1852. ISSN 0031-3203

Research supervisor in the area of:

  • Artificial Intelligence and Image Processing not elsewhere classified ( 080199 )
  • Computational Imaging ( 460303 )
  • Image Processing ( 460306 )
  • Pattern Recognition ( 460308 )
  • Computer Vision And Multimedia Computation ( 460300 )