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Michael Lones
Michael Lones
Professor, Department of Computer Science, Heriot-Watt University
Bestätigte E-Mail-Adresse bei hw.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Avoiding common machine learning pitfalls
MA Lones
Patterns, 2024
125*2024
Metaheuristics in nature-inspired algorithms
MA Lones
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
1122014
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
922009
Mitigating metaphors: A comprehensible guide to recent nature-inspired algorithms
MA Lones
SN Computer Science 1 (1), 49, 2020
882020
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
842013
An in-depth review of machine learning based Android malware detection
A Muzaffar, HR Hassen, MA Lones, H Zantout
Computers & Security 121, 102833, 2022
722022
Regulatory motif discovery using a population clustering evolutionary algorithm
MA Lones, AM Tyrrell
Computational Biology and Bioinformatics, IEEE/ACM Transactions on 4 (3 …, 2007
682007
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
61*2022
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
582018
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
562018
Evolutionary algorithms
D Corne, MA Lones
Handbook of Heuristics, 1-22, 2018
562018
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
552020
REFORMS: Consensus-based Recommendations for Machine-learning-based Science
S Kapoor, EM Cantrell, K Peng, TH Pham, CA Bail, OE Gundersen, ...
Science Advances 10 (18), eadk3452, 2024
51*2024
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
482018
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
472022
Biomimetic representation with enzyme genetic programming
MA Lones, AM Tyrrell
Genetic Programming and Evolvable Machines 3 (2), 193-217, 2002
40*2002
Enzyme genetic programming
MA Lones, AM Tyrrell
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on 2, 1183 …, 2001
382001
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
35*2010
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
352005
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
342017
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