Stephen L. Smith

Orcid: 0000-0002-6885-2643

Affiliations:
  • University of York, UK


According to our database1, Stephen L. Smith authored at least 70 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Deep Learning-Based Fall Detection Using WiFi Channel State Information.
IEEE Access, 2023

2022
Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks.
Neural Comput. Appl., 2022

Towards Automated Monitoring of Parkinson's Disease Following Drug Treatment.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers.
Proceedings of the Genetic Programming - 25th European Conference, 2022

2021
Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019
Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data.
CoRR, 2019

Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease.
CoRR, 2019

Application of classification for figure copying test in Parkinson's disease diagnosis by using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Using echo state networks for classification: A case study in Parkinson's disease diagnosis.
Artif. Intell. Medicine, 2018

Classification of resting-state fMRI for olfactory dysfunction in parkinson's disease using evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Objective Evaluation of Bradykinesia in Parkinson's Disease using Evolutionary Algorithms.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia.
J. Medical Syst., 2017

Using biometric-based identification systems in Brazil: A review on low cost fingerprint techniques on-the-go.
Comput. Law Secur. Rev., 2017

Going through directional changes: evolving human movement classifiers using an event based encoding.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016
Characterization and classification of adherent cells in monolayer culture using automated tracking and evolutionary algorithms.
Biosyst., 2016

2015 Information Processing in Cells and Tissues (IPCAT 2015).
Biosyst., 2016

Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease.
Biosyst., 2016

Exploring diagnostic models of Parkinson's disease with multi-objective regression.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

MedGEC'16 Chairs' Welcome.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Medical Applications of Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Medical Applications of Evolvable Hardware.
Proceedings of the Evolvable Hardware - From Practice to Application, 2015

Automated Motion Analysis of Adherent Cells in Monolayer Culture.
Proceedings of the Information Processing in Cells and Tissues, 2015

Evolving Ensembles: What Can We Learn from Biological Mutualisms?
Proceedings of the Information Processing in Cells and Tissues, 2015

Forming classifier ensembles with multimodal Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A comparison of evolved linear and non-linear ensemble vote aggregators.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients.
IEEE Trans. Evol. Comput., 2014

Artificial Biochemical Networks: Evolving Dynamical Systems to Control Dynamical Systems.
IEEE Trans. Evol. Comput., 2014

Classification and characterisation of movement patterns during levodopa therapy for parkinson's disease.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Editorial.
Biosyst., 2013

Characterising neurological time series data using biologically motivated networks of coupled discrete maps.
Biosyst., 2013

Characterisation of movement disorder in parkinson's disease using evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolving classifiers to inform clinical assessment of Parkinson's disease.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2013

2012
Evolving Computational Dynamical Systems to Recognise Abnormal Human Motor Function.
Proceedings of the Information Processign in Cells and Tissues, 2012

2011
Medical Applications of Cartesian Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

Cartesian Genetic Programming and its Application to Medical Diagnosis.
IEEE Comput. Intell. Mag., 2011

Objective Assessment of Visuo-spatial Ability using Implicit Context Representation Cartesian Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation: Medical Applications, 2011

2010
Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

The Yorkshire Enterprise Fellowship: A framework for successful commercialization of computational intelligence research.
Proceedings of the FUZZ-IEEE 2010, 2010

Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Parallel evolution using multi-chromosome cartesian genetic programming.
Genet. Program. Evolvable Mach., 2009

Multiple Network CGP for the Classification of Mammograms.
Proceedings of the Applications of Evolutionary Computing, 2009

Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
An immune network inspired evolutionary algorithm for the diagnosis of Parkinson's disease.
Biosyst., 2008

Hardware Acceleration of an Immune Network Inspired Evolutionary Algorithm for Medical Diagnosis.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Towards an objective assessment of alzheimer's disease: the application of a novel evolutionary algorithm in the analysis of figure copying tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Diagnosis of Parkinson's disease using evolutionary algorithms.
Genet. Program. Evolvable Mach., 2007

Introduction to the special issue on medical applications of Genetic and Evolutionary Computation.
Genet. Program. Evolvable Mach., 2007

2006
Redundancy and Computational Efficiency in Cartesian Genetic Programming.
IEEE Trans. Evol. Comput., 2006

Variable length genetic algorithms with multiple chromosomes on a variant of the Onemax problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Positional Independence and Recombination in Cartesian Genetic Programming.
Proceedings of the Genetic Programming, 9th European Conference, 2006

2005
Benefits of Employing an Implicit Context Representation on Hardware Geometry of CGP.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

Multi-chromosomal genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

An Implicit Context Representation for Evolving Image Processing Filters.
Proceedings of the Applications of Evolutionary Computing, 2005

A self-adaptive mate selection model for genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

The performance of polyploid evolutionary algorithms is improved both by having many chromosomes and by having many copies of each chromosome on symbolic regression problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Intrinsic Evolvable Hardware in Digital Filter Design.
Proceedings of the Applications of Evolutionary Computing, 2004

Digital Circuit Design using Intrinsic Evolvable Hardware.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
Evolving Image Processing Operations for an Evolvable Hardware Environment.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

2001
Evolutionary Strategies And Intrinsic Fault Tolerance.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
Recognition and Grading of Severely Distorted Geometric Shapes from within a Complex Figure.
Pattern Anal. Appl., 2000

Heterogeneous distributed and parallel architectures: Hardware, software and design tools.
J. Syst. Archit., 2000

Quantative 3D Modelling of the Left Ventrical from Ultrasound Images.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000

Automated Scoring of a Neuropsychological Test: The Rey Osterrieth Complex Figure.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000

1999
Design of highly parallel edge detection nodes using evolutionary techniques.
Proceedings of the Seventh Euromicro Workshop on Parallel and Distributed Processing. PDP'99, 1999

Motion Curves in Music: The Statistical Analysis of Midi Data.
Proceedings of the 25th EUROMICRO '99 Conference, 1999

1996
Image analysis of neuropsychological test responses.
Proceedings of the Medical Imaging 1996: Image Processing, 1996

Parallel Approaches to the Segmentation of Free-Hand Drawings.
Proceedings of the 22rd EUROMICRO Conference '96, 1996


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