Mark D. McDonnell

Mathematical Methods for Spatially Cohesive Reserve Design

Mark D. McDonnell, Hugh P. Possingham, Ian R. Ball et al. · Environmental Modeling & Assessment · 2002 · 250 citations

Deep extreme learning machines: supervised autoencoding architecture for classification

Migel D. Tissera, Mark D. McDonnell · Neurocomputing · 2015 · 130 citations

Engineering, Machine Learning, Machine Learning Model +5

Understanding Data Augmentation for Classification: When to Warp?

Sebastien Wong, Adam Gatt, V. Stamatescu et al. · 2016 · 130 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Acoustic Scene Classification Using Deep Residual Networks with Late Fusion of Separated High and Low Frequency Paths

Mark D. McDonnell, Wei Gao · 2020 · 100 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the ‘Extreme Learning Machine’ Algorithm

Mark D. McDonnell, Migel D. Tissera, Tony Vladusich et al. · PLoS ONE · 2015 · 79 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20