Derek Beaton

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 3

Top Topics

Singular Value Decomposition

Top Venues

Frontiers Neuroinformatics

Comput. Stat. Data Anal.

Int. J. Biomed. Imaging

Publications

Seyyed M. H. Haddad, Christopher J. M. Scott, Miracle Ozzoude, Courtney Berezuk, Melissa Holmes, Sabrina Adamo, Joel Ramirez, Stephen R. Arnott, Nuwan D. Nanayakkara, Malcolm A. Binns, Derek Beaton, Wendy Lou, Kelly Sunderland, Sujeevini Sujanthan, Jane Lawrence, Donna Kwan, Brian Tan, Leanne Casaubon, Jennifer Mandzia, Demetrios Sahlas, Gustavo Saposnik, Ayman Hassan, Brian Levine, Paul McLaughlin, J. B. Orange, Angela Roberts, Angela Troyer, Sandra E. Black, Dar Dowlatshahi, Stephen C. Strother, Richard H. Swartz, Sean Symons, Manuel Montero-Odasso, ONDRI Investigators, Robert Bartha
Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity. Int. J. Biomed. Imaging 2022 (2022)
Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha, Sean Symons, Glenda M. MacQueen, Stefanie Hassel, Jason P. Lerch, Evdokia Anagnostou, Raymond W. Lam, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Sidney H. Kennedy, Christopher J. M. Scott, Stephen C. Strother
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. Frontiers Neuroinformatics 15 (2021)
Derek Beaton
Generalized eigen, singular value, and partial least squares decompositions: The GSVD package. CoRR (2020)
Derek Beaton, Cherise R. Chin Fatt, Hervé Abdi
An ExPosition of multivariate analysis with the singular value decomposition in R. Comput. Stat. Data Anal. 72 (2014)
Derek Beaton, Iren Valova, Daniel MacLean
TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization. Neurocomputing 74 (17) (2011)
Iren Valova, Derek Beaton, Daniel MacLean, John Hammond
NIPSOM: Parallel Architecture and Implementation of a Growing SOM. Comput. J. 53 (6) (2010)
Iren Valova, Derek Beaton, Alexandre Buer, Daniel MacLean
Fractal initialization for high-quality mapping with self-organizing maps. Neural Comput. Appl. 19 (7) (2010)
Derek Beaton, Iren Valova, Daniel MacLean
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps. Neurocomputing 73 (10-12) (2010)
Derek Beaton, Iren Valova, Daniel MacLean
TurSOM: A Turing inspired Self-Organizing Map. IJCNN (2009)
Derek Beaton, Iren Valova, Daniel MacLean
The Use of TurSOM for Color Image Segmentation. SMC (2009)
Derek Beaton, Iren Valova, Daniel MacLean
Growing mechanisms and cluster identification with TurSOM. IJCNN (2009)
Iren Valova, Daniel MacLean, Derek Beaton
Identification of Patterns via Region-Growing Parallel SOM Neural Network. ICMLA (2008)
Derek Beaton, Iren Valova
RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data. IJCNN (2007)
Derek Beaton, Iren Valova
Alzheimer's detection using neural network techniques and enhanced EEG measurements. Circuits, Signals, and Systems (2005)