Michael Lones
Heriot-Watt University
H-index: 23
Europe-United Kingdom
Top articles of Michael Lones
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
ActDroid: An active learning framework for Android malware detection | arXiv preprint arXiv:2401.16982 | Ali Muzaffar Hani Ragab Hassen Hind Zantout Michael A Lones | 2024/1/30 |
Investigating the Proficiency of Large Language Models in Formative Feedback Generation for Student Programmers | Smitha Kumar Michael Adam Lones Manuel Maarek Hind Zantout | 2024/1/15 | |
REFORMS: Consensus-based Recommendations for Machine-learning-based Science | Science Advances | Sayash Kapoor Emily Cantrell Kenny Peng Than Hien Pham Christopher A Bail | 2024/3/25 |
DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection | Ali Muzaffar Hani Ragab Hassan Hind Zantout Michael Adam Lones | 2023/3/30 | |
A Comprehensive Investigation of Feature and Model Importance in Android Malware Detection | arXiv preprint arXiv:2301.12778 | Ali Muzaffar Hani Ragab Hassen Hind Zantout Michael A Lones | 2023/1/30 |
Evolutionary Machine Learning in Medicine | Michael A Lones Stephen L Smith | 2023/11/2 | |
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection | arXiv preprint arXiv:2401.01343 | Kahraman Kostas Mike Just Michael A Lones | 2023/10/17 |
Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset | arXiv preprint arXiv:2307.08679 | Kahraman Kostas Mike Just Michael A Lones | 2023/7/3 |
IoTDevID: A behavior-based device identification method for the IoT | IEEE Internet of Things Journal | Kahraman Kostas Mike Just Michael A Lones | 2022/7/18 |
Why functional program synthesis matters (in the realm of genetic programming) | Fraser Garrow Michael A Lones Robert Stewart | 2022/7/9 | |
The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Daniel Kienitz Ekaterina Komendantskaya Michael Lones | 2022/6/28 |
A Review of Capsule Networks in Medical Image Analysis | Heba El-Shimy Hind Zantout Michael Lones Neamat El Gayar | 2022/11/11 | |
Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach | Daniel Kienitz Ekaterina Komendantskaya Michael A Lones | 2022 | |
Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal | PLOS global public health | Paulo Henrique Lopes Liam Wellacott Leandro de Almeida Lourdes Milagros Mendoza Villavicencio André Luiz de Lucena Moreira | 2022/10/14 |
Parkinson’s disease diagnosis using convolutional neural networks and figure-copying tasks | Neural Computing and Applications | Mohamad Alissa Michael A Lones Jeremy Cosgrove Jane E Alty Stuart Jamieson | 2022/1 |
An in-depth review of machine learning based Android malware detection | Ali Muzaffar Hani Ragab Hassen Michael A Lones Hind Zantout | 2022/10/1 | |
Evolving continuous optimisers from scratch | Genetic Programming and Evolvable Machines | Michael A Lones | 2021/12 |
Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models | Ali Muzaffar Hani Ragab Hassen Michael A Lones Hind Zantout | 2021/11/13 | |
Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles | Filip Wieslaw Bartoszewski Mike Just Michael A Lones Oleksii Mandrychenko | 2021/6/15 | |
A Data-Driven Biophysical Computational Model of Parkinson’s Disease Based on Marmoset Monkeys | IEEE access | Caetano M Ranieri Jhielson M Pimentel Marcelo R Romano Leonardo A Elias Roseli AF Romero | 2021/8/30 |
Co-Authors
