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ORCIDAlexander P. Turner
Person information
- affiliation: University of York, Department of Electronics, UK
- affiliation: University of Hull, School of Engineering and Computer Science, UK
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Journal Articles
- 2023
[j10]Alexander P. Turner
, Stephen Hayes, Don Sharkey:
The Classification of Movement in Infants for the Autonomous Monitoring of Neurological Development. Sensors 23(10): 4800 (2023)- [j9]Annika Marie Schoene, Alexander P. Turner, Geeth de Mel, Nina Dethlefs:
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes. IEEE Trans. Affect. Comput. 14(1): 153-164 (2023) - 2019
- [j8]Alexander P. Turner, Andrew M. Tyrrell, Martin Trefzer, Michael A. Lones:
Evolutionary acquisition of complex traits in artificial epigenetic networks. Biosyst. 176: 17-26 (2019) - [j7]Alexander P. Turner, Stephen Hayes:
The Classification of Minor Gait Alterations Using Wearable Sensors and Deep Learning. IEEE Trans. Biomed. Eng. 66(11): 3136-3145 (2019) - 2017
- [j6]Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Andy M. Tyrrell, Michael A. Lones:
Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification. IEEE Trans. Neural Networks Learn. Syst. 28(1): 218-230 (2017) - 2016
- [j5]Alexander P. Turner, Michael A. Lones, Martin A. Trefzer, Stephen L. Smith, Stuart Jamieson, Jane E. Alty, Jeremy Cosgrove, Andy M. Tyrrell:
Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease. Biosyst. 146: 35-42 (2016) - 2014
- [j4]Michael A. Lones, Luis A. Fuente, Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Stephen L. Smith, Andy M. Tyrrell:
Artificial Biochemical Networks: Evolving Dynamical Systems to Control Dynamical Systems. IEEE Trans. Evol. Comput. 18(2): 145-166 (2014) - 2013
- [j3]Alexander P. Turner, Michael A. Lones, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
The incorporation of epigenetics in artificial gene regulatory networks. Biosyst. 112(2): 56-62 (2013) - [j2]Luis A. Fuente, Michael A. Lones, Alexander P. Turner, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
Computational models of signalling networks for non-linear control. Biosyst. 112(2): 122-130 (2013) - [j1]Michael A. Lones, Alexander P. Turner, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
Biochemical connectionism. Nat. Comput. 12(4): 453-472 (2013)
Conference and Workshop Papers
- 2023
- [c15]Ferrante Neri, Alexander P. Turner:
A Fitness Landscape Analysis Approach for Reinforcement Learning in the Control of the Coupled Inverted Pendulum Task. EvoApplications@EvoStar 2023: 69-85 - 2022
- [c14]Alexander P. Turner, David Scott, Stephen Hayes:
The Classification of Multiple Interacting Gait Abnormalities Using Insole Sensors and Machine Learning. ICDH 2022: 69-76 - 2020
- [c13]Annika Marie Schoene, Alexander P. Turner, Nina Dethlefs:
Bidirectional Dilated LSTM with Attention for Fine-grained Emotion Classification in Tweets. AffCon@AAAI 2020: 100-117 - [c12]George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner:
Improving the Transparency of Deep Neural Networks using Artificial Epigenetic Molecules. IJCCI 2020: 167-175 - 2019
- [c11]Annika Marie Schoene, George Lacey, Alexander P. Turner, Nina Dethlefs:
Dilated LSTM with attention for Classification of Suicide Notes. LOUHI@EMNLP 2019: 136-145 - [c10]George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner:
Modularity Within Artificial Gene Regulatory Networks. CEC 2019: 731-738 - 2018
- [c9]Alexander P. Turner, George Lacey, Annika Marie Schoene, Nina Dethlefs:
Evolutionary Constraint in Artificial Gene Regulatory Networks. UKCI 2018: 29-40 - 2017
- [c8]Alexander P. Turner, Nina Dethlefs:
Transparency Of Execution Using Epigenetic Networks. ECAL 2017: 404-411 - [c7]Nina Dethlefs, Alexander P. Turner:
Deep Text Generation - Using Hierarchical Decomposition to Mitigate the Effect of Rare Data Points. LDK 2017: 290-298 - 2015
- [c6]Alexander P. Turner, Martin A. Trefzer, Michael A. Lones, Andy M. Tyrrell:
Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network. IPCAT 2015: 153-165 - [c5]Alexander P. Turner, Martin A. Trefzer, Andy M. Tyrrell:
Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. SSCI 2015: 1229-1235 - 2013
- [c4]Luis A. Fuente, Michael A. Lones, Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Andy M. Tyrrell:
Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics. IEEE Congress on Evolutionary Computation 2013: 1435-1442 - [c3]Alexander P. Turner, Michael A. Lones, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
The artificial epigenetic network. ICES 2013: 66-72 - 2012
- [c2]Alexander P. Turner, Michael A. Lones, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
Using Artificial Epigenetic Regulatory Networks to Control Complex Tasks within Chaotic Systems. IPCAT 2012: 1-11 - [c1]Luis A. Fuente, Michael A. Lones, Alexander P. Turner, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell:
Evolved Artificial Signalling Networks for the Control of a Conservative Complex Dynamical System. IPCAT 2012: 38-49
Coauthor Index
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