| A new machine learning based approach to predict Freezing of Gait N Kleanthous, AJ Hussain, W Khan, P Liatsis Pattern Recognition Letters 140, 119-126, 2020 | 54 | 2020 |
| A survey of machine learning approaches in animal behaviour N Kleanthous, AJ Hussain, W Khan, J Sneddon, A Al-Shamma'a, P Liatsis Neurocomputing 491, 442-463, 2022 | 51 | 2022 |
| Deep transfer learning in sheep activity recognition using accelerometer data N Kleanthous, A Hussain, W Khan, J Sneddon, P Liatsis Expert Systems with Applications 207, 117925, 2022 | 50 | 2022 |
| Predicting freezing of gait in Parkinsons disease patients using machine learning NK Orphanidou, A Hussain, R Keight, P Lishoa, J Hind, H Al-Askar 2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018 | 45 | 2018 |
| Machine learning techniques for classification of livestock behavior N Kleanthous, A Hussain, A Mason, J Sneddon, A Shaw, P Fergus, ... Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 28 | 2018 |
| Feature extraction and random forest to identify sheep behavior from accelerometer data N Kleanthous, A Hussain, W Khan, J Sneddon, A Mason Intelligent Computing Methodologies: 16th International Conference, ICIC …, 2020 | 17 | 2020 |
| Data science approaches for the analysis of animal behaviours N Kleanthous, A Hussain, A Mason, J Sneddon Intelligent Computing Methodologies: 15th International Conference, ICIC …, 2019 | 16 | 2019 |
| Towards a virtual fencing system: training domestic sheep using audio stimuli N Kleanthous, A Hussain, J Sneddon, W Khan, B Khan, Z Aung, P Liatsis Animals 12 (21), 2920, 2022 | 9 | 2022 |
| Insights into Parkinson’s Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis H Elbatanouny, N Kleanthous, H Dahrouj, S Alusi, E Almajali, S Mahmoud, ... Sensors 24 (12), 3959, 2024 | 1 | 2024 |
| Machine Learning in Farm Animal Behavior using Python N Kleanthous, A Hussain CRC Press, 2025 | | 2025 |
| Navigating the Freeze: A Machine Learning Approach to Detect Freezing of Gait in Parkinson's Patients H Elbatanouny, N Kleanthous, S Alusi, S Mahmoud, A Hussain 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2024 | | 2024 |
| Stationary Vehicles Detection on Smart Highways and Roads using Spatio-temporal Tracking W Khan, J Kelly, A Al-Kafri, N Kleanthous, U Khayam, B Khan 2023 16th International Conference on Developments in eSystems Engineering …, 2023 | | 2023 |
| Intelligent strategies for sheep monitoring and management N Kleanthous PQDT-Global, 2021 | | 2021 |
