Research Output per year
Personal profile
Research interests
My interests span a number of topics at the interface between computer science and biology, including bio-inspired computing, computational biology, and biomedical data mining. Currently my research focuses on biochemical models of connectionism, with applications in complex systems control and robotics, and methods for finding complex, dynamical patterns within biomedical data, with applications in the diagnosis and understanding of neurodegenerative diseases.
Biography
I am an Associate Professor in the School of Mathematical and Computer Sciences at Heriot-Watt University. I have MEng and PhD degrees from the University of York, awarded in 1999 and 2003 respectively. Following my PhD, I held an ERCIM Fellowship at the Norwegian University of Science and Technology. I then worked for 8 years as a researcher at the University of York, before moving to Heriot-Watt in 2013, where I now run the Complex Systems Laboratory.
Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
Evolutionary algorithms
Engineering & Materials Science
Parkinson Disease
Medicine & Life Sciences
Genes
Engineering & Materials Science
Classifiers
Engineering & Materials Science
Dyskinesias
Medicine & Life Sciences
Genetic programming
Engineering & Materials Science
Sensory feedback
Engineering & Materials Science
Neurodegenerative diseases
Engineering & Materials Science
Co Author Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2013 2019
Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks
Turner, A., Tyrrell, A., Trefzer, M. & Lones, M., Feb 2019, In : BioSystems. 176, p. 17-26 10 p.Research output: Contribution to journal › Article
Open Access
File
Topology
Biological systems
Gene expression
Biochemical fingerprint of colorectal cancer cell lines using label‐free live single‐cell Raman spectroscopy
Gala de Pablo, J., Armistead, F. J., Peyman, S. A., Bonthron, D., Lones, M. A., Smith, S. L. & Evans, S. D., Aug 2018, In : Journal of Raman Spectroscopy. 49, 8, p. 1323-1332 10 p.Research output: Contribution to journal › Article
Open Access
File
Raman spectroscopy
Labels
Cells
Lactic Acid
Discriminant analysis
Evolutionary Algorithms
Corne, D. & Lones, M. A., 22 Feb 2018, Handbook of Heuristics. Martí, R., Panos, P. & Resende, M. (eds.). SpringerResearch output: Chapter in Book/Report/Conference proceeding › Chapter
Evolutionary algorithms
Genetic programming
Genetic algorithms
Costs
Investigating the use of Boolean networks for the control of gene regulatory networks
Taou, N. S., Corne, D. & Lones, M. A., May 2018, In : Journal of Computational Science. 26, p. 147-156Research output: Contribution to journal › Article
Genes
Cells
Medical Applications of Cartesian Genetic Programming
Smith, S. L. & Lones, M. A., 2018, Inspired by Nature. Stepney, S. & Adamatzky, A. (eds.). Springer, p. 247-266 20 p. (Emergence, Complexity and Computation; vol. 28)Research output: Chapter in Book/Report/Conference proceeding › Chapter
Thyroid Neoplasms
Parkinson Disease
Differential Diagnosis
Medicine
Machine Learning
Datasets
Motor and Cognitive Deficit in Parkinson's Disease Patients: GECCO 2016 datasets
Vallejo, M. (Creator), Lones, M. A. (Creator), Heriot-Watt University, 8 May 2016
DOI: 10.17861/958af07e-d336-4202-854e-12188211873a
Dataset
Press / Media
A new algorithm for detecting the side-effects of Parkinson's medication
8/01/18 → 8/01/18
2 items of media coverage
Press/Media: Research