Publications and Preprints

Davis, B.D., Jackson, E.C., Lizotte, D.J. “Decision-Directed Data Decomposition”. arXiv preprint (arXiv:1909.08159, 2019)

Jackson, E.C., “Algebraic Neural Architecture Representation, Evolutionary Neural Architecture Search, and Novelty Search in Deep Reinforcement Learning”. Electronic Thesis and Dissertation Repository. 6510. (PhD Thesis, 2019)

Jackson, E.C., Daley, M. “Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance”. The Genetic and Evolutionary Computation Conference (GECCO 2019).

Jackson, E.C.,Hughes, J.A., Daley, M. “On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data”. IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2018).

MacCannell, A.D.V., Jackson, E.C., Mathers, K.E., Staples, J.F. “An Improved Method for Detecting Torpor Entrance and Arousal in a Mammalian Hibernator Using Heart Rate Data”. Journal of Experimental Biology (JEB 2018).

Jackson, E.C., Hughes, J.A., Daley, M., Winter, M. “An Algebraic Generalization for Graph and Tensor-Based Neural Networks”. IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2017).

Hughes, J.A., Jackson, E.C., Daley, M. “Modelling Intracranial Pressure Using Noninvasive Physiological Measures”. IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2017).

Winter, M., Jackson, E.C. Categories of Relations for Variable-Basis Fuzziness”. Fuzzy Sets and Systems (FSS 2016).

Jackson, E.C. L-Fuzzy Relations in Coq”. Brock University Electronic Thesis Repository. (MSc Thesis, 2014)

Winter, M., Jackson, E.C., Fujiwara, Y. “Type-2 Fuzzy Controllers in Arrow Categories”. Relation and Algebraic Methods in Computer Science. (RAMiCS 2014).

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