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James Alexander Hughes

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affiliation: St. Francis Xavier University, Department of Computer Science, Antigonish, NS, Canada

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Journal Articles

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2021
[j5]
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Pritika Dasgupta, James Alexander Hughes, Mark Daley, Ervin Sejdic:
Is Human Walking a Network Medicine Problem? An Analysis Using Symbolic Regression Models with Genetic Programming. Comput. Methods Programs Biomed. 206: 106104 (2021)
2020
[j4]
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James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown:
Models of Parkinson's Disease Patient Gait. IEEE J. Biomed. Health Informatics 24(11): 3103-3110 (2020)
2016
[j3]
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James Alexander Hughes, Sheridan K. Houghten, Daniel A. Ashlock:
Restarting and recentering genetic algorithm variations for DNA fragment assembly: The necessity of a multi-strategy approach. Biosyst. 150: 35-45 (2016)
2014
[j2]
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James Alexander Hughes, Sheridan K. Houghten, Daniel A. Ashlock:
Recentering and restarting a genetic algorithm using a generative representation for an ordered gene problem. Int. J. Hybrid Intell. Syst. 11(4): 257-271 (2014)
2013
[j1]
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Guillermo M. Mallén-Fullerton, James Alexander Hughes, Sheridan K. Houghten, Guillermo Fernández-Anaya:
Benchmark datasets for the DNA fragment assembly problem. Int. J. Bio Inspired Comput. 5(6): 384-394 (2013)

Conference and Workshop Papers

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2023
[c27]
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A. T. M. Shakil Ahamed, Ryan E. R. Reid, James Alexander Hughes, Ross E. Andersen:
Explaining Body Composition After Bariatric Surgery using Accelerometry. CIBCB 2023: 1-8
[c26]
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Sumaiya Amin, Derrick G. Lee, James Alexander Hughes:
Effective Vaccination Strategy for Infectious Diseases by Analyzing the Age and Comorbidity Attributes of Individuals on Social Network. CIBCB 2023: 1-9
2022
[c25]
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Fatemeh ZareMehrjardi, Ryan E. R. Reid, Ross E. Andersen, James Alexander Hughes:
Assessment of the Relationship Between Physical Behaviours, Psychological Factors, Medication Use, Body Composition and Weight Regain Following Bariatric Surgery. CIBCB 2022: 1-11
2021
[c24]
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Rodrigo Vega Jimenez, Michael Dubé, Sheridan K. Houghten, James Alexander Hughes:
Weighting on the World to Change... an Epidemic. CEC 2021: 450-457
[c23]
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Sumaiya Amin, Sheridan K. Houghten, James Alexander Hughes:
Vaccinating a Population is a Changing Programming Problem. CIBCB 2021: 1-10
[c22]
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Anik Das, Sumaiya Amin, James Alexander Hughes:
Automatic Detection of Necrotizing Fasciitis: A Dataset and Early Results. CIBCB 2021: 1-8
[c21]
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Fatemeh ZareMehrjardi, Athar Omidi, Cristina Sciortino, Ryan E. R. Reid, Ryan Lukeman, James Alexander Hughes, Othman Soufan:
Discovering Missing Edges in Drug-Protein Networks: Repurposing Drugs for SARS-CoV-2. CIBCB 2021: 1-10
2020
[c20]
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James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown:
Gait Model Analysis of Parkinson's Disease Patients under Cognitive Load. CEC 2020: 1-8
[c19]
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Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock, James Alexander Hughes:
Evolving the Curve. CIBCB 2020: 1-8
[c18]
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James Alexander Hughes, Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock:
Vaccinating a Population is a Programming Problem. CIBCB 2020: 1-8
[c17]
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James Alexander Hughes, Ryan E. R. Reid, Sheridan K. Houghten, Ross E. Andersen:
Using Genetic Programming to Investigate a Novel Model of Resting Energy Expenditure for Bariatric Surgery Patients. CIBCB 2020: 1-8
[c16]
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Travis C. MacDonald, James Alexander Hughes, Barry MacKenzie:
SmartDrone: An Aurally Interactive Harmonic Drone. NIME 2020: 483-488
[c15]
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James Alexander Hughes, William Hannah, Peter Kikkert, Barry MacKenzie, Wendy Ashlock, Sheridan K. Houghten, Daniel A. Ashlock, Matthew Stoodley, Michael Dubé, Rachel Brown, Amanda Saunders:
We Are Not Pontius Pilate: Acknowledging Ethics and Policy. SSCI 2020: 2975-2984
2019
[c14]
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James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan, Asad Masood Khattak, Mark Daley:
User and Task Identification of Smartwatch Data with an Ensemble of Nonlinear Symbolic Models. CEC 2019: 2506-2513
[c13]
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James Alexander Hughes, Mark Daley:
Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic Programming. CEC 2019: 3252-3261
[c12]
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James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown:
Descriptive Symbolic Models of Gaits from Parkinson's Disease Patients. CIBCB 2019: 1-8
2018
[c11]
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Sheridan K. Houghten, Tyler Kennedy Collins, James Alexander Hughes, Joseph Alexander Brown:
Edit metric decoding: Return of the side effect machines. CIBCB 2018: 1-8
[c10]
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James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan, Asad Masood Khattak, Mark Daley:
Analysis of symbolic models of biometrie data and their use for action and user identification. CIBCB 2018: 1-8
[c9]
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Ethan C. Jackson, James Alexander Hughes, Mark Daley:
On the generalizability of linear and non-linear region of interest-based multivariate regression models for fMRI data. CIBCB 2018: 1-8
2017
[c8]
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James Alexander Hughes, Ethan C. Jackson, Mark Daley:
Modelling intracranial pressure with noninvasive physiological measures. CIBCB 2017: 1-8
[c7]
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Ethan C. Jackson, James Alexander Hughes, Mark Daley, Michael Winter:
An algebraic generalization for graph and tensor-based neural networks. CIBCB 2017: 1-8
[c6]
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James Alexander Hughes, Mark Daley:
Searching for nonlinear relationships in fMRI data with symbolic regression. GECCO 2017: 1129-1136
2016
[c5]
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James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan:
Smartphone gait fingerprinting models via genetic programming. CEC 2016: 408-415
[c4]
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James Alexander Hughes, Mark Daley:
Finding Nonlinear Relationships in fMRI Time Series with Symbolic Regression. GECCO (Companion) 2016: 101-102
2014
[c3]
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James Alexander Hughes, Sheridan K. Houghten, Guillermo M. Mallén-Fullerton, Daniel A. Ashlock:
Recentering and Restarting Genetic Algorithm variations for DNA Fragment Assembly. CIBCB 2014: 1-8
2013
[c2]
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James Alexander Hughes, Joseph A. Brown, Sheridan K. Houghten, Daniel A. Ashlock:
Edit metric decoding: Representation strikes back. IEEE Congress on Evolutionary Computation 2013: 229-236
[c1]
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James Alexander Hughes, Sheridan K. Houghten, Daniel A. Ashlock:
Recentering, reanchoring & restarting an evolutionary algorithm. NaBIC 2013: 76-83

Informal and Other Publications

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2018
[i1]
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Ethan C. Jackson, James Alexander Hughes, Mark Daley:
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data. CoRR abs/1802.02423 (2018)

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