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Outputs (2141)

The application of a data mining framework to energy usage profiling in domestic residences using UK data
Presentation / Conference Contribution
Dent, I., Aickelin, U., & Rodden, T. The application of a data mining framework to energy usage profiling in domestic residences using UK data. Presented at Buildings Don't Use Energy, People Do: Research Students' Conference

Changes in the UK electricity market mean that domestic
users will be required to modify their usage behaviour in order that supplies can be maintained. Clustering allows usage proles collected at the household level to be clustered into groups and... Read More about The application of a data mining framework to energy usage profiling in domestic residences using UK data.

Examining the classification accuracy of TSVMs with feature selection in comparison with the GLAD algorithm
Presentation / Conference Contribution
Helmi, H., Garibaldi, J. M., & Aickelin, U. Examining the classification accuracy of TSVMs with feature selection in comparison with the GLAD algorithm. Presented at UKCI 2011, 11th Annual Workshop on Computational Intelligence

Gene expression data sets are used to classify and predict patient diagnostic categories. As we know, it is extremely difficult and expensive to obtain gene expression labelled examples. Moreover, conventional supervised approaches cannot function pr... Read More about Examining the classification accuracy of TSVMs with feature selection in comparison with the GLAD algorithm.

Investigating the detection of adverse drug events in a UK general practice electronic health-care database
Presentation / Conference Contribution
Reps, J., Feyereisl, J., Garibaldi, J. M., Aickelin, U., Gibson, J. E., & Hubbard, R. B. Investigating the detection of adverse drug events in a UK general practice electronic health-care database. Presented at UKCI 2011, 11th Annual Workshop on Computational Intelligence

Data-mining techniques have frequently been developed
for Spontaneous reporting databases. These techniques
aim to find adverse drug events accurately and efficiently. Spontaneous reporting databases are prone to missing information,under reporting... Read More about Investigating the detection of adverse drug events in a UK general practice electronic health-care database.

Comparing decision support tools for cargo screening processes
Presentation / Conference Contribution
Siebers, P.-O., Sherman, G., Aickelin, U., & Menachof, D. Comparing decision support tools for cargo screening processes. Presented at 10th International Conference on Modeling and Applied Simulation

When planning to change operations at ports there are two key stake holders with very different interests involved in the decision making processes. Port operators are attentive to their standards, a smooth service flow and economic viability while b... Read More about Comparing decision support tools for cargo screening processes.

Can background baroque music help to improve the memorability of graphical passwords?
Book Chapter
Gao, H., Chang, X., Ren, Z., Aickelin, U., & Wang, L. Can background baroque music help to improve the memorability of graphical passwords?. In A. Campilho, & M. Kamel (Eds.), Image analysis and recognition: 7th international conference, ICIAR 2010, Povoa de Varzim, Portugal, June 21-23, 2010: proceedings. Springer. https://doi.org/10.1007/978-3-642-13775-4_38

Graphical passwords have been proposed as an alternative to alphanumeric passwords with their advantages in usability and security. However,they still tend to follow predictable patterns that are easier for attackers to exploit,probably due to users’... Read More about Can background baroque music help to improve the memorability of graphical passwords?.

Draw a line on your PDA to authenticate
Presentation / Conference Contribution
Liu, X., Ren, Z., Chang, X., Gao, H., & Aickelin, U. Draw a line on your PDA to authenticate. Presented at Symposium on Usable Privacy and Security, SOUPS2010

The trend toward a highly mobile workforce and the ubiquity of graphical interfaces (such as the stylus and touch-screen) has enabled the emergence of graphical authentications in Personal Digital Assistants (PDAs) [1]. However, most of the current g... Read More about Draw a line on your PDA to authenticate.

Information fusion in the immune system
Journal Article
Twycross, J., & Aickelin, U. Information fusion in the immune system. Information Fusion, 11(1), https://doi.org/10.1016/j.inffus.2009.04.008

Biologically-inspired methods such as evolutionary algorithms and neural networks are proving useful in
the field of information fusion. Artificial immune systems (AISs) are a biologically-inspired approach which take inspiration from the biological... Read More about Information fusion in the immune system.

Against spyware using CAPTCHA in graphical password scheme
Journal Article
Wang, L., Chang, X., Ren, Z., Haichang, G., Liu, X., & Aickelin, U. Against spyware using CAPTCHA in graphical password scheme. https://doi.org/10.1109/AINA.2010.46

Text-based password schemes have inherent security and usability problems, leading to the development of graphical
password schemes. However, most of these alternate schemes are vulnerable to spyware attacks. We propose a new scheme, using CAPTCHA (... Read More about Against spyware using CAPTCHA in graphical password scheme.

The transfer of evolved artificial immune system behaviours between small and large scale robotic platforms
Book Chapter
Whitbrook, A., Aickelin, U., & Garibaldi, J. M. The transfer of evolved artificial immune system behaviours between small and large scale robotic platforms. In P. Collet, N. Monmarché, P. Legrand, M. Schoenauer, & E. Lutton (Eds.), Artificial evolution: 9th International Conference = Evolution Artificielle, EA 2009: Strasbourg, France, October 26-28, 2009: revised selected papers. Springer

This paper demonstrates that a set of behaviours evolved in
simulation on a miniature robot (epuck) can be transferred to a much larger scale platform (a virtual Pioneer P3-DX) that also differs in shape, sensor type, sensor configuration and progra... Read More about The transfer of evolved artificial immune system behaviours between small and large scale robotic platforms.