Natasa Kleanthous

12 papers B 1C 2Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
AI-Enhanced IoT-Integrated Virtual Fencing: A Proof-of-Concept for Camel Monitoring and Collision Mitigation.
IWCMC
Mahmoud A. Elhaj, Sam Ansari, Natasa Kleanthous, Abdulla M. Alawadhi, Abdalla S. Alsuwaidi, Khawla A. Alnajjar, Soliman A. Mahmoud, Hayssam Dahrouj, Abir Hussain
2024 C conf
Enhancing Freezing of Gait Prediction in Parkinson's Disease Using Machine Learning and Explainable AI.
DeSE
Hagar Elbatanouny, Natasa Kleanthous, Suhaib Salah, Soliman A. Mahmoud, Abir Hussain
2024 J jnl
Insights into Parkinson's Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis.
Sensors
Hagar Elbatanouny, Natasa Kleanthous, Hayssam Dahrouj, Sundus Alusi, Eqab R. F. Almajali, Soliman A. Mahmoud, Abir Hussain
2024 — conf
Navigating the Freeze: A Machine Learning Approach to Detect Freezing of Gait in Parkinson's Patients.
COINS
Hagar Elbatanouny, Natasa Kleanthous, Sundus Alusi, Soliman A. Mahmoud, Abir Hussain
2023 C conf
Stationary Vehicles Detection on Smart Highways and Roads using Spatio-temporal Tracking.
DeSE
Wasiq Khan, Jessica Kelly, Ala S. Al Kafri, Natasa Kleanthous, Umar Khayam, Bilal Muhammed Khan
2022 J jnl
A survey of machine learning approaches in animal behaviour.
Neurocomputing
Natasa Kleanthous, Abir Jaafar Hussain, Wasiq Khan, Jennifer Sneddon, Ahmed Al-Shamma'a, Panos Liatsis
2022 J jnl
Deep transfer learning in sheep activity recognition using accelerometer data.
Expert Syst. Appl.
Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jennifer Sneddon, Panos Liatsis
2021 — —
Intelligent strategies for sheep monitoring and management.
Natasa Kleanthous
2020 J jnl
A new machine learning based approach to predict Freezing of Gait.
Pattern Recognit. Lett.
Natasa Kleanthous, Abir Jaafar Hussain, Wasiq Khan, Panos Liatsis
2020 — conf
Feature Extraction and Random Forest to Identify Sheep Behavior from Accelerometer Data.
ICIC (3)
Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jenny Sneddon, Alex Mason
2019 — conf
Data Science Approaches for the Analysis of Animal Behaviours.
ICIC (3)
Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon
2018 — conf
Machine Learning Techniques for Classification of Livestock Behavior.
ICONIP (4)
Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus, Carl Chalmers, Dhiya Al-Jumeily