Machine Learning Techniques for Classification of Livestock Behavior. - Natasa Kleanthous; Abir Hussain; Alex Mason; Jennifer Sneddon; Andy Shaw; Paul Fergus; Carl Chalmers; Dhiya Al-Jumeily (ICONIP (4), 2018)

Data Science Approaches for the Analysis of Animal Behaviours. - Natasa Kleanthous; Abir Hussain; Alex Mason; Jennifer Sneddon (ICIC (3), 2019)

Feature Extraction and Random Forest to Identify Sheep Behavior from Accelerometer Data. - Natasa Kleanthous; Abir Hussain; Wasiq Khan; Jenny Sneddon; Alex Mason (ICIC (3), 2020)

A new machine learning based approach to predict Freezing of Gait. - Natasa Kleanthous; Abir Jaafar Hussain; Wasiq Khan; Panos Liatsis (Pattern Recognit. Lett., 2020)

Intelligent strategies for sheep monitoring and management. - Natasa Kleanthous (2021)

Deep transfer learning in sheep activity recognition using accelerometer data. - Natasa Kleanthous; Abir Hussain; Wasiq Khan; Jennifer Sneddon; Panos Liatsis (Expert Syst. Appl., 2022)

A survey of machine learning approaches in animal behaviour. - Natasa Kleanthous; Abir Jaafar Hussain; Wasiq Khan; Jennifer Sneddon; Ahmed Al-Shamma'a; Panos Liatsis (Neurocomputing, 2022)

Stationary Vehicles Detection on Smart Highways and Roads using Spatio-temporal Tracking. - Wasiq Khan; Jessica Kelly; Ala S. Al Kafri; Natasa Kleanthous; Umar Khayam; Bilal Muhammed Khan (DeSE, 2023)

Navigating the Freeze: A Machine Learning Approach to Detect Freezing of Gait in Parkinson's Patients. - Hagar Elbatanouny; Natasa Kleanthous; Sundus Alusi; Soliman A. Mahmoud; Abir Hussain (COINS, 2024)

Enhancing Freezing of Gait Prediction in Parkinson's Disease Using Machine Learning and Explainable AI. - Hagar Elbatanouny; Natasa Kleanthous; Suhaib Salah; Soliman A. Mahmoud; Abir Hussain (DeSE, 2024)

Insights into Parkinson's Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis. - Hagar Elbatanouny; Natasa Kleanthous; Hayssam Dahrouj; Sundus Alusi; Eqab R. F. Almajali; Soliman A. Mahmoud; Abir Hussain (Sensors, 2024)

AI-Enhanced IoT-Integrated Virtual Fencing: A Proof-of-Concept for Camel Monitoring and Collision Mitigation. - Mahmoud A. Elhaj; Sam Ansari; Natasa Kleanthous; Abdulla M. Alawadhi; Abdalla S. Alsuwaidi; Khawla A. Alnajjar; Soliman A. Mahmoud; Hayssam Dahrouj; Abir Hussain (IWCMC, 2025)