Murray Gillies

Animal Health Canada

SCHOLARLY PAPERS

4

DOWNLOADS

350

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Analyzing Reddit Social Media Content in the United States Related to H5N1: A Sentiment and Topic Modeling Study

Number of pages: 23 Posted: 02 Jan 2025
University of Toronto, Toronto, Canada, York University, Animal Health Canada, Animal Health Canada, University of Parma, World Organisation for Animal Health (WOAH) and Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC)
Downloads 129 (479,230)

Abstract:

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Highly Pathogenic Avian Influenza (HPAI), Reddit, Sentiment Analysis, The United States of America, Topic Modeling

2.

A Systematic Review of Mathematical and Machine Learning Models of Avian Influenza

Number of pages: 19 Posted: 10 Apr 2025
University of Toronto, Toronto, Canada, University of Parma, York University, Animal Health Canada, Animal Health Canada, Animal Health Canada, World Organisation for Animal Health (WOAH) and Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC)
Downloads 110 (541,385)

Abstract:

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Avian Influenza, Mathematical Modeling, Machine Learning, Hybrid Models, Epidemiological Modeling, Outbreak Prediction, Risk Assessment, Transmission Dynamics, Compartmental Models, Statistical Models

3.

Predicting Avian Influenza Hotspots in the U.S. Using Logistic Regression and Random Forest with Augmented Data via Empirical Distribution Method and Stochastic Variational Inference

Number of pages: 19 Posted: 10 Apr 2025
University of Toronto, Toronto, Canada, York University, University of Parma, World Organisation for Animal Health (WOAH), Animal Health Canada, Animal Health Canada, Animal Health Canada and Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC)
Downloads 78 (681,683)

Abstract:

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Avian Influenza, Gaussian Mixture Model, Stochastic Variational Inference, Empirical Distribution, MaxEnt, Logistic Regression, Random Forest

4.

Integrating Deep Learning Methods and Web-Based Data Sources for Surveillance, Forecasting, and Early Warning of Avian Influenza

Number of pages: 22 Posted: 15 May 2025
York University, University of Parma, World Organisation for Animal Health (WOAH), Animal Health Canada, Animal Health Canada, Animal Health Canada and Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC)
Downloads 33 (1,012,441)

Abstract:

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Canada, Disease Forecast, Deep-Learning, Highly Pathogenic Avian Influenza (HPAI), Machine Learning, Web-Based Data