James Alexander Hughes

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Functional Connectivity

Surgery Planning

Symbolic Regression

Genetic Programming

Top Venues

GECCO (Companion)

Publications

Anik Das, Milton King, James Alexander Hughes
Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis. LREC/COLING (2024)
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)
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)
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)
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 (2021)
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)
Anik Das, Sumaiya Amin, James Alexander Hughes
Automatic Detection of Necrotizing Fasciitis: A Dataset and Early Results. CIBCB (2021)
Sumaiya Amin, Sheridan K. Houghten, James Alexander Hughes
Vaccinating a Population is a Changing Programming Problem. CIBCB (2021)
Rodrigo Vega Jimenez, Michael Dubé, Sheridan K. Houghten, James Alexander Hughes
Weighting on the World to Change... an Epidemic. CEC (2021)
Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock, James Alexander Hughes
Evolving the Curve. CIBCB (2020)
James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown
Gait Model Analysis of Parkinson's Disease Patients under Cognitive Load. CEC (2020)
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)
James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown
Models of Parkinson's Disease Patient Gait. IEEE J. Biomed. Health Informatics 24 (11) (2020)
James Alexander Hughes, Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock
Vaccinating a Population is a Programming Problem. CIBCB (2020)
Travis C. MacDonald, James Alexander Hughes, Barry MacKenzie
SmartDrone: An Aurally Interactive Harmonic Drone. NIME (2020)
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)
James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown
Descriptive Symbolic Models of Gaits from Parkinson's Disease Patients. CIBCB (2019)
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)
James Alexander Hughes, Mark Daley
Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic Programming. CEC (2019)
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)
Sheridan K. Houghten, Tyler Kennedy Collins, James Alexander Hughes, Joseph Alexander Brown
Edit metric decoding: Return of the side effect machines. CIBCB (2018)
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 (2018)
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)
James Alexander Hughes, Mark Daley
Searching for nonlinear relationships in fMRI data with symbolic regression. GECCO (2017)
James Alexander Hughes, Ethan C. Jackson, Mark Daley
Modelling intracranial pressure with noninvasive physiological measures. CIBCB (2017)
Ethan C. Jackson, James Alexander Hughes, Mark Daley, Michael Winter
An algebraic generalization for graph and tensor-based neural networks. CIBCB (2017)
James Alexander Hughes, Mark Daley
Finding Nonlinear Relationships in fMRI Time Series with Symbolic Regression. GECCO (Companion) (2016)
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 (2016)
James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan
Smartphone gait fingerprinting models via genetic programming. CEC (2016)
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) (2014)
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)
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) (2013)
James Alexander Hughes, Sheridan K. Houghten, Daniel A. Ashlock
Recentering, reanchoring & restarting an evolutionary algorithm. NaBIC (2013)
James Alexander Hughes, Joseph A. Brown, Sheridan K. Houghten, Daniel A. Ashlock
Edit metric decoding: Representation strikes back. IEEE Congress on Evolutionary Computation (2013)