Reproducibility of studies on text mining for citation screening in systematic reviews: evaluation and checklist
Journal Article
Olorisade, B. K., Brereton, P., & Andras, P. (2017)
Reproducibility of studies on text mining for citation screening in systematic reviews: evaluation and checklist. Journal of Biomedical Informatics, 73, 1-13. https://doi.org/10.1016/j.jbi.2017.07.010
Context
Independent validation of published scientific results through study replication is a pre-condition for accepting the validity of such results. In computation research...
Reporting Statistical Validity and Model Complexity in Machine Learning based Computational Studies
Conference Proceeding
Olorisade, B. K., Brereton, P., & Andras, P. (2017)
Reporting Statistical Validity and Model Complexity in Machine Learning based Computational Studies. In EASE'17: Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering (128-133). https://doi.org/10.1145/3084226.3084283
Background:: Statistical validity and model complexity are both important concepts to enhanced understanding and correctness assessment of computational models. However, infor...
High-dimensional function approximation with neural networks for large volumes of data
Journal Article
Andras, P. (2018)
High-dimensional function approximation with neural networks for large volumes of data. IEEE Transactions on Neural Networks and Learning Systems, 29(2), 500-508. https://doi.org/10.1109/TNNLS.2017.2651985
Approximation of high-dimensional functions is a challenge for neural networks due to the curse of dimensionality. Often the data for which the approximated function is define...
The Infiniteness of Open Ended Evolution
Conference Proceeding
Andras, P. (2016)
The Infiniteness of Open Ended Evolution. In OEE2: The Second Workshop on Open-Ended Evolution
Biological and social systems are considered as a flux of interacting components that transiently participate in interactions with other system components as part of the syste...
Modelling the restoration of activity in a biological neural network
Conference Proceeding
Dos Santos, F., Steyn, J. S., & Andras, P. (2016)
Modelling the restoration of activity in a biological neural network. In 2016 International Joint Conference on Neural Networks (IJCNN) (4672-4679). https://doi.org/10.1109/IJCNN.2016.7727813
Understanding the mechanisms of restoration of activity in biological neural systems following exposure to damage is key for design of future neuro-prosthetic devices and rest...
Analysis of the dynamics of temporal relationships of neural activities using optical imaging data
Journal Article
Steyn, J. S., & Andras, P. (2017)
Analysis of the dynamics of temporal relationships of neural activities using optical imaging data. Journal of Computational Neuroscience, 42, 107-121. https://doi.org/10.1007/s10827-016-0630-8
The temporal relationship between the activities of neurons in biological neural systems is critically important for the correct delivery of the functionality of these systems...
Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers
Journal Article
Fisher, J. M., Hammerla, N. Y., Ploetz, T., Andras, P., Rochester, L., & Walker, R. W. (2016)
Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers. Parkinsonism and Related Disorders, 33, 44-50. https://doi.org/10.1016/j.parkreldis.2016.09.009
Introduction
Current PD assessment methods have inherent limitations. There is need for an objective method to assist clinical decisions and to facilitate evaluation of treatm...
25th annual computational neuroscience meeting: CNS-2016
Journal Article
Sharpee, T. O., Destexhe, A., Kawato, M., Sekulić, V., Skinner, F. K., Wόjcik, D. K., …others. (2016)
25th annual computational neuroscience meeting: CNS-2016. BMC Neuroscience, 17(Suppl. 1), 22. https://doi.org/10.1186/s12868-016-0283-6
The same neuron may play different functional roles in the neural circuits to which it belongs. For example, neurons in the Tritonia pedal ganglia may participate in variable ...
Optogenetics in silicon: A neural processor for predicting optically active neural networks
Journal Article
Luo, J., Nikolic, K., Evans, B. D., Dong, N., Sun, X., Andras, P., …Degenaar, P. (2017)
Optogenetics in silicon: A neural processor for predicting optically active neural networks. IEEE Transactions on Biomedical Circuits and Systems, 11(1), 15-27. https://doi.org/10.1109/TBCAS.2016.2571339
We present a reconfigurable neural processor for real-time simulation and prediction of opto-neural behaviour. We combined a detailed Hodgkin-Huxley CA3 neuron integrated with...
The trade-off between usability and security in the context of eGovernment: a mapping study
Conference Proceeding
Alshamsi, A., Williams, N., & Andras, P. (2016)
The trade-off between usability and security in the context of eGovernment: a mapping study. In HCI '16: Proceedings of the 30th International BCS Human Computer Interaction Conference: Fusion!. https://doi.org/10.14236/ewic/HCI2016.36
Most governments implement the latest information communication technology (ICT) to improve the online experience of their citizens and businesses. Governments put great effor...