Federated Learning for Short-term Residential Load Forecasting
Journal Article
Briggs, C., Fan, Z., & Andras, P. (in press)
Federated Learning for Short-term Residential Load Forecasting. IEEE Open Access Journal of Power and Energy, https://doi.org/10.1109/oajpe.2022.3206220
Load forecasting is an essential task performed within the energy industry to help balance supply with demand and maintain a stable load on the electricity grid. As supply tra...
Where do successful populations originate from?
Journal Article
Andras, P., & Stanton, A. (2021)
Where do successful populations originate from?. Journal of Theoretical Biology, 524, Article 110734. https://doi.org/10.1016/j.jtbi.2021.110734
In order to understand the dynamics of emergence and spreading of socio-technical innovations and population moves it is important to determine the place of origin of these po...
Scalability analysis comparisons of cloud-based software services
Journal Article
Ahmad, A. A., & Andras, P. (2019)
Scalability analysis comparisons of cloud-based software services. Journal of cloud computing: advances, systems and applications, 8, Article 10. https://doi.org/10.1186/s13677-019-0134-y
Performance and scalability testing and measurements of cloud-based software services are necessary for future optimizations and growth of cloud computing. Scalability, elasti...
Cloud-based software services delivery from the perspective of scalability
Journal Article
Al-Said Ahmad, A., & Andras, P. (2021)
Cloud-based software services delivery from the perspective of scalability. International Journal of Parallel, Emergent and Distributed Systems, 36(2), 53-68. https://doi.org/10.1080/17445760.2019.1617864
Measuring and testing the scalability and performance of cloud-based software services is critical for the delivery of such services, and the development of cloud computing. T...
The use of bibliography enriched features for automatic citation screening
Journal Article
Olorisade, B. K., Brereton, P., & Andras, P. (2019)
The use of bibliography enriched features for automatic citation screening. Journal of Biomedical Informatics, 94, Article 103202. https://doi.org/10.1016/j.jbi.2019.103202
Context
Citation screening (also called study selection) is a phase of systematic review process that has attracted a growing interest on the use of text mining (TM) methods t...
User perception of Bitcoin usability and security across novice users
Journal Article
Alshamsi, A., & Andras, P. (2019)
User perception of Bitcoin usability and security across novice users. International Journal of Human-Computer Studies, 126, 94-110. https://doi.org/10.1016/j.ijhcs.2019.02.004
This paper investigates users’ perceptions and experiences of an anonymous digital payment system (Bitcoin) and its influence on users in terms of usability and security in co...
Social learning and cultural evolution in artificial life
Journal Article
Marriott, C., Borg, J. M., Andras, P., & Smaldino, P. E. (2018)
Social learning and cultural evolution in artificial life. Artificial Life, 24(1), 5-9. https://doi.org/10.1162/ARTL_a_00250
We describe the questions and discussions raised at the First Workshop on Social Learning and Cultural Evolution held at theArtificial Life Conference 2016 in Cancún, Mexico i...
Social learning in repeated cooperation games in uncertain environments
Journal Article
Andras, P. (2018)
Social learning in repeated cooperation games in uncertain environments. Cognitive Systems Research, 51, 24-39. https://doi.org/10.1016/j.cogsys.2018.04.013
Cooperation and social learning are fundamental mechanisms that maintain social organisation among animals and humans. Social institutions can be conceptualised abstractly as ...
Locally Excited State–Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes
Journal Article
Sirbu, D., Butcher, J. B., Waddell, P. G., Andras, P., & Benniston, A. C. (2017)
Locally Excited State–Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes. Chemistry - A European Journal, 23(58), 14639-14649. https://doi.org/10.1002/chem.201703366
A selection of NIR-optically responsive neuron probes was produced comprising of a donor julolidyl group connected to a BODIPY core and several different styryl and vinylpyrid...
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...