Michael Lones
Michael Lones
Associate Professor, Department of Computer Science, Heriot-Watt University
Verified email at - Homepage
Cited by
Cited by
Metaheuristics in nature-inspired algorithms
MA Lones
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample
AT Harris, A Lungari, CJ Needham, SL Smith, MA Lones, SE Fisher, ...
Head & neck oncology 1 (1), 1-8, 2009
How to avoid machine learning pitfalls: a guide for academic researchers
MA Lones
arXiv preprint arXiv:2108.02497, 2021
Evolving classifiers to recognise the movement characteristics of parkinson's disease patients
M Lones, S Smith, J Alty, S Lacy, K Possin, S Jamieson, A Tyrrell
IEEE Transactions on Evolutionary Computation, 1-1, 2013
Mitigating metaphors: A comprehensible guide to recent nature-inspired algorithms
MA Lones
SN Computer Science 1 (1), 49, 2020
Regulatory motif discovery using a population clustering evolutionary algorithm
MA Lones, AM Tyrrell
Computational Biology and Bioinformatics, IEEE/ACM Transactions on 4 (3 …, 2007
Objective assessment of bradykinesia in Parkinson’s disease using evolutionary algorithms: clinical validation
C Gao, S Smith, M Lones, S Jamieson, J Alty, J Cosgrove, P Zhang, J Liu, ...
Translational Neurodegeneration 7 (1), 18, 2018
Using echo state networks for classification: A case study in Parkinson's disease diagnosis
SE Lacy, SL Smith, MA Lones
Artificial intelligence in medicine 86, 53-59, 2018
An in-depth review of machine learning based Android malware detection
A Muzaffar, HR Hassen, MA Lones, H Zantout
Computers & Security 121, 102833, 2022
Evolutionary algorithms
D Corne, MA Lones
Handbook of Heuristics, 1-22, 2018
Biochemical fingerprint of colorectal cancer cell lines using label‐free live single‐cell Raman spectroscopy
J Gala de Pablo, FJ Armistead, SA Peyman, D Bonthron, M Lones, ...
Journal of Raman Spectroscopy 49 (8), 1323-1332, 2018
Biomimetic representation with enzyme genetic programming
MA Lones, AM Tyrrell
Genetic Programming and Evolvable Machines 3 (2), 193-217, 2002
Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease
GL Hughes, MA Lones, M Bedder, PD Currie, SL Smith, ME Pownall
Disease models & mechanisms 13 (10), dmm045815, 2020
IoTDevID: A behavior-based device identification method for the IoT
K Kostas, M Just, MA Lones
IEEE Internet of Things Journal 9 (23), 23741-23749, 2022
Enzyme genetic programming
MA Lones, AM Tyrrell
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on 2, 1183 …, 2001
The evolutionary computation approach to motif discovery in biological sequences
MA Lones, AM Tyrrell
Proceedings of the 2005 workshops on Genetic and evolutionary computation, 1-11, 2005
Parkinson’s disease diagnosis using convolutional neural networks and figure-copying tasks
M Alissa, MA Lones, J Cosgrove, JE Alty, S Jamieson, SL Smith, M Vallejo
Neural Computing and Applications 34 (2), 1433-1453, 2022
Controlling Complex Dynamics with Artificial Biochemical Networks
MA Lones, AM Tyrrell, S Stepney, LS Caves
Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010
Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming
MA Lones, AM Tyrrell
BioSystems 76 (1-3), 229-238, 2004
A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson’s Dyskinesia
MA Lones, JE Alty, J Cosgrove, P Duggan-Carter, S Jamieson, RF Naylor, ...
Journal of medical systems 41 (11), 176, 2017
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