Alexander P. Turner

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Fitness Landscape

Hierarchical Decomposition

Efficient Solutions

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexander P. Turner, Stephen Hayes, Don Sharkey
The Classification of Movement in Infants for the Autonomous Monitoring of Neurological Development. Sensors 23 (10) (2023)
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) (2023)
Alexander P. Turner, David Scott, Stephen Hayes
The Classification of Multiple Interacting Gait Abnormalities Using Insole Sensors and Machine Learning. ICDH (2022)
Annika Marie Schoene, Alexander P. Turner, Nina Dethlefs
Bidirectional Dilated LSTM with Attention for Fine-grained Emotion Classification in Tweets. AffCon@AAAI (2020)
George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner
Improving the Transparency of Deep Neural Networks using Artificial Epigenetic Molecules. IJCCI (2020)
George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner
Modularity Within Artificial Gene Regulatory Networks. CEC (2019)
Annika Marie Schoene, George Lacey, Alexander P. Turner, Nina Dethlefs
Dilated LSTM with attention for Classification of Suicide Notes. LOUHI@EMNLP (2019)
Alexander P. Turner, Stephen Hayes
The Classification of Minor Gait Alterations Using Wearable Sensors and Deep Learning. IEEE Trans. Biomed. Eng. 66 (11) (2019)
Alexander P. Turner, Andrew M. Tyrrell, Martin Trefzer, Michael A. Lones
Evolutionary acquisition of complex traits in artificial epigenetic networks. Biosyst. 176 (2019)
Alexander P. Turner, George Lacey, Annika Marie Schoene, Nina Dethlefs
Evolutionary Constraint in Artificial Gene Regulatory Networks. UKCI (2018)
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) (2017)
Nina Dethlefs, Alexander P. Turner
Deep Text Generation - Using Hierarchical Decomposition to Mitigate the Effect of Rare Data Points. LDK (2017)
Alexander P. Turner, Nina Dethlefs
Transparency Of Execution Using Epigenetic Networks. ECAL (2017)
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 (2016)
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)
Alexander P. Turner, Martin A. Trefzer, Andy M. Tyrrell
Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. SSCI (2015)
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) (2014)
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)
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) (2013)
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) (2013)
Ferrante Neri, Alexander P. Turner
A Fitness Landscape Analysis Approach for Reinforcement Learning in the Control of the Coupled Inverted Pendulum Task. EvoApplications@EvoStar (2013)
Michael A. Lones, Alexander P. Turner, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell
Biochemical connectionism. Nat. Comput. 12 (4) (2013)
Alexander P. Turner, Michael A. Lones, Luis A. Fuente, Susan Stepney, Leo S. D. Caves, Andy M. Tyrrell
The artificial epigenetic network. ICES (2013)
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)
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)