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2017

Greensmith, Julie and Gale, Michael B. (2017) The functional dendritic cell algorithm: a formal specification with Haskell. In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

2016

Malecka, Anna, Wang, Ounwei, Shah, Sabaria, Sutavani, Ruhcha V., Spendlove, Ian, Ramage, Judith M., Greensmith, Julie, Franks, Hester A., Gough, Michael J., Saalbach, Anja, Patel, Poulam M. and Jackson, Andrew M. (2016) Stromal fibroblasts support dendritic cells to maintain IL-23/Th17 responses after exposure to ionizing radiation. Journal of Leukocyte Biology, 100 (2). pp. 381-389. ISSN 1938-3673

Greensmith, Julie, Jackson, Andrew M. and Spendlove, Ian (2016) Exploiting the plasticity of primary and secondary response mechanisms in artificial immune systems. In: Genetic and Evolutionary Computation Conference (2016), 20-24 Jul 2016, Denver, USA.

2013

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2013) Theoretical formulation and analysis of the deterministic dendritic cell algorithm. Biosystems, 111 (2). pp. 127-135. ISSN 0303-2647

Hart, Emma, Read, Mark, McEwan, Chris, Aickelin, Uwe and Greensmith, Julie (2013) On the role of the AIS practitioner. In: The 12th European Conference on Artificial Life (ECAL 2013), 2-6 Sept 2013, Taormino, Italy.

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2013) Theoretical formulation and analysis of the deterministic dendritic cell algorithm. Biosystems, 111 (2). pp. 127-135. ISSN 0303-2647

2012

Ahmed, Aslam, Greensmith, Julie and Aickelin, Uwe (2012) Variance in system dynamics and agent based modelling using the SIR model of infectious diseases. In: Proceedings of the 26th European Conference on Modelling and Simulation (ECMS), 29 May - 1 June 2012, Koblenz, Germany.

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2012) The dendritic cell algorithm for intrusion detection. In: Biologically inspired networking and sensing : algorithms and architectures. IGI Global, pp. 84-102. ISBN 9781613500927

Figueredo, Grazziela P., Siebers, Peer-Olaf, Aickelin, Uwe and Foan, Stephanie (2012) A beginner's guide to systems simulation in immunology. In: Artificial immune systems: 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012: proceedings. Lecture notes in computer science (7597). Springer, Berlin, pp. 57-71. ISBN 9783642337574

2011

Gu, Feng, Feyereisl, Jan, Oates, Robert, Reps, Jenna, Greensmith, Julie and Aickelin, Uwe (2011) Quiet in class: classification, noise and the dendritic cell algorithm. Lecture Notes in Computer Science, 6825 . pp. 173-186. ISSN 0302-9743

Rennick-Egglestone, Stefan, Whitbrook, Amanda, Leygue, Caroline, Greensmith, Julie, Walker, Brendan, Benford, Steve, Schnädelbach, Holger, Reeves, Stuart, Marshall, Joe, Kirk, David, Tennent, Paul, Irune, Ainoje and Rowland, Duncan (2011) Personalizing the theme park: psychometric profiling and physiological monitoring. In: User modeling, adaption, and personalization: 19th international conference, UMAP 2011, Girona, Spain, July 11-15, 2011: proceedings. Lecture notes in computer science (6787). Springer, Berlin, pp. 281-292. ISBN 9783642223617

2010

Rennick-Egglestone, Stefan, Whitbrook, Amanda, Greensmith, Julie, Walker, Brendan, Benford, Steve, Marshall, Joe, Kirk, David, Schnädelbach, Holger, Irune, Ainoje and Rowland, Duncan (2010) Recommending rides: psychometric profiling in the theme park. Computers in Entertainment, 8 (3).

Greensmith, Julie, Whitbrook, Amanda and Aickelin, Uwe (2010) Artificial immune systems. In: Handbook of metaheuristics. International series in operations research & management science, 2nd ed (146). Springer, Dordrecht, pp. 421-448. ISBN 9781441916631

Al-Hammadi, Yousof, Aickelin, Uwe and Greensmith, Julie (2010) Performance evaluation of DCA and SRC on a single bot detection. Journal of Information Assurance and Security, 5 (1). pp. 265-275. ISSN 1554-1010

2009

Greensmith, Julie and Aickelin, Uwe (2009) Artificial dendritic cells: multi-faceted perspectives. In: Human-centric information processing through granular modelling. Studies in computational intelligence (182). Springer, Berlin, pp. 375-395. ISBN 9783540929154

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2009) Integrating real-time analysis with the dendritic cell algorithm through segmentation. In: GECCO '09: Proceedings of the 11th Genetic and Evolutionary Computation Conference, 8-12 July 2009, Montreal, Canada.

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2009) Exploration of the dendritic cell algorithm with the duration calculus. In: Artificial immune systems: 8th international conference, ICARIS 2009, York, UK, August 9-12, 2009: proceedings. Lecture notes in computer science (5666). Springer, Berlin, pp. 54-66. ISBN 9783642032455

Gu, Feng, Greensmith, Julie, Oates, Robert and Aickelin, Uwe (2009) PCA 4 DCA: the application of principal component analysis to the Dendritic Cell Algorithm. In: 9th Annual Workshop on Computational Intelligence (UKCI 2009), 7-9 Sept. 2009, Nottingham, UK.

2008

Greensmith, Julie, Aickelin, Uwe and Cayzer, Steve (2008) Detecting danger: the Dendritic Cell Algorithm. In: Robust intelligent systems. Springer Publishing Company, London, pp. 89-112. ISBN 9781848002609

Al-Hammadi, Yousof, Aickelin, Uwe and Greensmith, Julie (2008) DCA for bot detection. In: IEEE Congress on Evolutionary Computation, 2008: CEC 2008. IEEE, 1807 - 1816.

Gu, Feng, Greensmith, Julie and Aickelin, Uwe (2008) Further exploration of the Dendritic Cell Algorithm: antigen multiplier and time windows. In: Artificial immune systems: 7th international conference, ICARIS 2008, Phuket, Thailand, August 10-13, 2008: proceedings. Lecture notes in computer science (5132). Springer, pp. 142-153. ISBN 9783540850717

Greensmith, Julie, Feyereisl, Jan and Aickelin, Uwe (2008) The DCA:SOMe comparison: a comparative study between two biologically-inspired algorithms. Evolutionary Intelligence, 1 (2). pp. 85-112. ISSN 1864-5909

Greensmith, Julie and Aickelin, Uwe (2008) The deterministic Dendritic Cell Algorithm. In: 7th International Conference on Artificial Immune Systems (ICARIS2008), Phuket, Thailand.

2007

Kim, Jungwon, Bentley, Peter, Aickelin, Uwe, Greensmith, Julie, Tedesco, Gianni and Twycross, Jamie (2007) Immune System Approaches to Intrusion Detection - A Review. Natural Computing, 6 (4). pp. 413-466. ISSN 1567-7818

Gu, Feng, Aickelin, Uwe and Greensmith, Julie (2007) An Agent-based Classification Model. In: The 9th European Agent Systems Summer School (EASSS 2007), Durham, UK.

Greensmith, Julie and Aickelin, Uwe (2007) Dendritic Cells for SYN Scan Detection. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007).

Kim, Jungwon, Bentley, Peter, Aickelin, Uwe, Greensmith, Julie, Tedesco, Gianni and Twycross, Jamie (2007) Immune System Approaches to Intrusion Detection - A Review. Natural Computing . (In Press)

Greensmith, Julie, Aickelin, Uwe and Tedesco, Gianni (2007) Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm. Information Fusion . (In Press)

Aickelin, Uwe and Greensmith, Julie (2007) Sensing Danger: Innate Immunology for Intrusion Detection. Information Security Technical Report . ISSN 1363-4127 (In Press)

Oates, Robert, Greensmith, Julie, Aickelin, Uwe, Garibaldi, Jon and Kendall, Graham (2007) The Application of a Dendric Cell Algorithm to a Robotic Classifier. In: Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS 2007), Santos, Brazil.

2006

Greensmith, Julie, Aickelin, Uwe and Twycross, Jamie (2006) Articulation and Clarification of the Dendric Cell Algorithm. In: Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS 2006), Oeiras, Portugal.

Greensmith, Julie, Twycross, Jamie and Aickelin, Uwe (2006) Dendritic Cells for Anomaly Detection. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver, Canada.

Greensmith, Julie and Aickelin, Uwe (2006) Dendritic Cells for Real-Time Anomaly Detection. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB 2006), Bristol, UK.

2005

Greensmith, Julie, Aickelin, Uwe and Cayzer, Steve (2005) 'Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection'. In: ICARIS-2005, 4th International Conference on Artificial Immune Systems, LNCS 3627, 2005, Banff, Canada.

Kim, Jungwon, Greensmith, Julie, Twycross, Jamie and Aickelin, Uwe (2005) 'Malicious Code Execution Detection and Response Immune System inspired by the Danger Theory'. In: Adaptive and Resilient Computing Security Workshop (ARCS-05), 2005, Santa Fe, USA.

Greensmith, Julie, Aickelin, Uwe and Cayzer, Steve (2005) Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS 2005), Banff, Canada.

2004

Aickelin, Uwe, Greensmith, Julie and Twycross, Jamie (2004) 'Immune System Approaches to Intrusion Detection - A Review'. In: ICARIS-2004, 3rd International Conference on Artificial Immune Systems, LNCS 3239, 2004, Catalania, Italy.

Greensmith, Julie, Aickelin, Uwe and Twycross, Jamie (2004) Detecting Danger: Applying a Novel Immunological Concept to Intrusion Detection Systems'. In: 6th International Conference in Adaptive Computing in Design and Manufacture, 2004, Bristol, UK.