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Derek Beaton
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2020 – today
- 2022
- [j7]Seyyed M. H. Haddad
, Christopher J. M. Scott, Miracle Ozzoude, Courtney Berezuk, Melissa Holmes, Sabrina Adamo
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: 5860364:1-5860364:14 (2022) - 2021
- [j6]Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. Frontiers Neuroinformatics 15: 622951 (2021) - 2020
- [i1]Derek Beaton:
Generalized eigen, singular value, and partial least squares decompositions: The GSVD package. CoRR abs/2010.14734 (2020)
2010 – 2019
- 2018
- [r1]Hervé Abdi, Vincent Guillemot, Aida Eslami, Derek Beaton:
Canonical Correlation Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2014
- [j5]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: 176-189 (2014) - 2011
- [j4]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): 3125-3141 (2011) - 2010
- [j3]Iren Valova, Derek Beaton, Daniel MacLean, John Hammond:
NIPSOM: Parallel Architecture and Implementation of a Growing SOM. Comput. J. 53(6): 753-771 (2010) - [j2]Derek Beaton, Iren Valova, Daniel MacLean:
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps. Neurocomputing 73(10-12): 2147-2159 (2010) - [j1]Iren Valova, Derek Beaton, Alexandre Buer, Daniel MacLean:
Fractal initialization for high-quality mapping with self-organizing maps. Neural Comput. Appl. 19(7): 953-966 (2010)
2000 – 2009
- 2009
- [c6]Derek Beaton, Iren Valova, Daniel MacLean:
Growing mechanisms and cluster identification with TurSOM. IJCNN 2009: 280-287 - [c5]Derek Beaton, Iren Valova, Daniel MacLean:
TurSOM: A Turing inspired Self-Organizing Map. IJCNN 2009: 288-295 - [c4]Derek Beaton, Iren Valova, Daniel MacLean:
The Use of TurSOM for Color Image Segmentation. SMC 2009: 4232-4237 - 2008
- [c3]Iren Valova, Daniel MacLean, Derek Beaton:
Identification of Patterns via Region-Growing Parallel SOM Neural Network. ICMLA 2008: 853-858 - 2007
- [c2]Derek Beaton, Iren Valova:
RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data. IJCNN 2007: 1633-1638 - 2005
- [c1]Derek Beaton, Iren Valova:
Alzheimer's detection using neural network techniques and enhanced EEG measurements. Circuits, Signals, and Systems 2005: 303-307
Coauthor Index
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