Natasa Kleanthous

According to our database, Natasa Kleanthous authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Proceedings of the International Wireless Communications and Mobile Computing, 2025

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, June, 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

Proceedings of the 17th International Conference on Development in eSystem Engineering, 2024

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

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

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

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

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

Deep transfer learning in sheep activity recognition using accelerometer data.

Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jennifer Sneddon, Panos Liatsis

Expert Syst. Appl., 2022

2021

Intelligent strategies for sheep monitoring and management.

Natasa Kleanthous

PhD thesis, 2021

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

Feature Extraction and Random Forest to Identify Sheep Behavior from Accelerometer Data.

Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jenny Sneddon, Alex Mason

Proceedings of the Intelligent Computing Methodologies - 16th International Conference, 2020

2019

Data Science Approaches for the Analysis of Animal Behaviours.

Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon

Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019

2018

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

Proceedings of the Neural Information Processing - 25th International Conference, 2018