All Outputs (48)

Real-world transfer of evolved artificial immune system behaviours between small and large scale robotic platforms (2010)
Journal Article
Whitbrook, A., Aickelin, U., & Garibaldi, J. (2010). Real-world transfer of evolved artificial immune system behaviours between small and large scale robotic platforms. Evolutionary Intelligence, 3(3-4), https://doi.org/10.1007/s12065-010-0039-7

In mobile robotics, a solid test for adaptation is
the ability of a control system to function not only in a
diverse number of physical environments, but also on a
number of different robotic platforms. This paper demonstrates that a set of behavi... Read More about Real-world transfer of evolved artificial immune system behaviours between small and large scale robotic platforms.

Detecting anomalous process behaviour using second generation Artificial Immune Systems (2010)
Journal Article
Twycross, J., Aickelin, U., & Whitbrook, A. (2010). Detecting anomalous process behaviour using second generation Artificial Immune Systems. International Journal of Unconventional Computing, 6(3-4),

Artificial Immune Systems have been successfully applied to a number of problem domains including fault tolerance and data mining, but have been shown to scale poorly when applied to computer intrusion detection despite the fact that the biological i... Read More about Detecting anomalous process behaviour using second generation Artificial Immune Systems.

A new penalty term for the BIC with respect to speaker diarization (2010)
Presentation / Conference Contribution
Stafylakis, T., Tzimiropoulos, G., Katsouros, V., & Carayannis, G. A new penalty term for the BIC with respect to speaker diarization. Presented at ICASSP 2010 - 2010 IEEE International Conference on Acoustics Speech and Signal Processing

In this paper we examine a new penalty term for the Bayesian Information Criterion (BIC) that is suited to the problem of speaker diarization. Based on our previous approach of penalizing each cluster only with its effective sample size - an approach... Read More about A new penalty term for the BIC with respect to speaker diarization.

Simulating customer experience and word-of-mouth in retail: a case study (2010)
Journal Article
Siebers, P.-O., Aickelin, U., Celia, H., & Clegg, C. W. (2010). Simulating customer experience and word-of-mouth in retail: a case study. SIMULATION, 86(1), https://doi.org/10.1177/0037549708101575

Agents offer a new and exciting way of understanding the world of work. In this paper we describe the development of agent-based simulation models, designed to help to
understand the relationship between people management practices and retail perfor... Read More about Simulating customer experience and word-of-mouth in retail: a case study.

Investigating immune system aging: system dynamics and agent-based modeling (2010)
Book Chapter
Figueredo, G. P., & Aickelin, U. (2010). Investigating immune system aging: system dynamics and agent-based modeling. In G. Wainer (Ed.), Summer Computer Simulation Conference (SCSC): 12-14 July, Ottawa, ON, Canada. Society for Modeling and Simulation International

System dynamics and agent based simulation models can
both be used to model and understand interactions of entities within a population. Our modeling work presented here is concerned with understanding the suitability of the different types of simul... Read More about Investigating immune system aging: system dynamics and agent-based modeling.

Defining a simulation strategy for cancer immunocompetence (2010)
Presentation / Conference Contribution
Figueredo, G. P., & Aickelin, U. (2010, July). Defining a simulation strategy for cancer immunocompetence. Presented at 9th International Conference, ICARIS 2010, Edinburgh, UK

Although there are various types of cancer treatments, none of these currently take into account the effect of ageing of the immune system and hence altered responses to cancer. Recent studies have shown that in vitro stimulation of T cells can help... Read More about Defining a simulation strategy for cancer immunocompetence.

Performance evaluation of DCA and SRC on a single bot detection (2010)
Journal Article
Al-Hammadi, Y., Aickelin, U., & Greensmith, J. (2010). Performance evaluation of DCA and SRC on a single bot detection

Malicious users try to compromise systems using new techniques. One of the recent techniques used by the attacker is to perform complex distributed attacks such as denial of service and to obtain sensitive data such as password information. These com... Read More about Performance evaluation of DCA and SRC on a single bot detection.

STORM - a novel information fusion and cluster interpretation technique (2010)
Presentation / Conference Contribution
Feyereisl, J., & Aickelin, U. (2009, September). STORM - a novel information fusion and cluster interpretation technique. Presented at 10th International Conference, 2009, Burgos, Spain

Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, useful for better understanding of a problem at hand, than by looking only at the da... Read More about STORM - a novel information fusion and cluster interpretation technique.