Dr Julie Greensmith

 

 Julie Greensmith
role Role: Lecturer in Computer Science
qualifications Qualifications:
BSc Pharmacology (Leeds), MSc Multidisciplinary Informatics (Leeds), PhD Computer Science (Nottingham)
office Office: B34
telephone Telephone: +44 (0) 115 84 67663
email Email: This e-mail address is being protected from spambots. You need JavaScript enabled to view it
homepage Homepage: http://www.cs.nott.ac.uk/~jqg

Research

My current research interests include artificial immune systems, bio-inspired computing, computer security and thrill/fear discrimination for the entertainment industry.

 

Teaching & Supervision

I'm currently supervising one PhD student in the development of the Dendritic Cell Algorithm.

 

Current Projects

  • Machine Learning for Thrill/Fear Discrimination
  • The Deterministic Dendritic Cell Algorithm

 

Previous Projects

  • The Danger Project: Developing AIS based on the Danger Theory for Intrusion Detection Systems (EPSRC, GR/S47809/01);
  • Context aware intrusion detection systems (EPSRC, EP/D071976/1);
  • Rational Immune Systems (U. Notts Anne McLaren Research Fellowship)

 

Esteem

Programme committees:

  • Intnl Conference on Artificial Immune Systems (ICARIS);
  • Congress on Evolutionary Computation (CEC)

 

Journal Papers
Author(s) Title Publisher Page Year
Julie Greensmith, Uwe Aickelin, Gianni Tedesco Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm Information Fusion 11 (1) 21-34 2010
Yousof Al-Hammadi, Uwe Aickelin, Julie Greensmith Performance Evaluation of DCA and SRC on a Single Bot Detection Journal of Information Assurance and Security 5 (1) 265-275 2010
Julie Greensmith, Jan Feyereisl, Uwe Aickelin The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms Evolutionary Intelligence 1 (2) 85-112 2008
Jungwon Kim, Peter Bentley, Uwe Aickelin, Julie Greensmith, Gianni Tedesco, Jamie Twycross Immune System Approaches to Intrusion Detection - A Review Natural Computing 6 (4) 413-466 2007
Uwe Aickelin, Julie Greensmith Sensing Danger: Innate Immunology for Intrusion Detection Elsevier Information Security Technical Reports 12 (4) 218-227 2007

Conference Papers
Author(s) Title Publisher Page Year
Feng Gu, Julie Greensmith, Robert Oates and Uwe Aickelin PCA 4 DCA: The Application Of Principal Component Analysis To The Dendritic Cell Algorithm Proceedings of the 9th Annual Workshop on Computational Intelligence (UKCI 2009), Nottingham, UK 2009
Feng Gu, Julie Greensmith, Uwe Aickelin Integrating Real-Time Analysis With The Dendritic Cell Algorithm Through Segmentation Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada 1203-1210 2009
Feng Gu, Julie Greensmith, Uwe Aickelin Exploration Of The Dendritic Cell Algorithm With The Duration Calculus Proceedings of the 8th International Conference on Artificial Immune Systems (ICARIS 2009), Lecture Notes in Computer Science 5666, York, UK 54-66 2009
Feng Gu, Julie Greensmith, Uwe Aickelin Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), Phuket, Thailand 142-153 2008
Julie Greensmith, Uwe Aickelin The Deterministic Dendritic Cell Algorithm Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), Phuket, Thailand 291-303 2008
Yousof Al-Hammadi, Uwe Aickelin, Julie Greensmith DCA for Bot Detection Proceedings of the IEEE World Congress on Computational Intelligence (WCCI2008), Hong Kong 1807-1816 2008
Feng Gu, Uwe Aickelin, Julie Greensmith An Agent-based Classification Model Proceedings of 9th European Agent Systems Summer School, Durham, UK 2007
Julie Greensmith, Uwe Aickelin Dendritic Cells for SYN Scan Detection Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007) 49-56 2007
Robert Oates, Julie Greensmith, Uwe Aickelin, Jonathan M. Garibaldi, Graham Kendall The Application of a Dendritic Cell Algorithm to a Robotic Classifier Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil 204-215 2007
Julie Greensmith, Jamie Twycross, Uwe Aickelin Dendritic Cells for Anomaly Detection Proceedings of the IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, Canada 664-671 2006
Julie Greensmith, Uwe Aickelin Dendritic Cells for Real-Time Anomaly Detection Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK 7-8 2006
Julie Greensmith, Uwe Aickelin, Jamie Twycross Articulation and Clarification of the Dendritic Cell Algorithm Proceedings of the 5th International Conference on Artificial Immune Systems, Oeiras, Portugal 404-417 2006
Julie Greensmith, Uwe Aickelin, Steve Cayzer Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomoly Detection Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada 153-167 2005
Jungwon Kim, Julie Greensmith, Jamie Twycross, Uwe Aickelin Malicious Code Execution Detection and Response Immune System inspired by the Danger Theory Proceedings of Adaptive and Resilient Computing Security Workshop (ARCS-05), Santa Fe, USA 2005
Peter Bentley, Julie Greensmith, Supiya Ujjin. Two Ways To Grow Tissue for Artificial Immune Systems Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada 139-152 2005
Julie Greensmith, Uwe Aickelin, Jamie Twycross Detecting Danger: Applying a Novel Immunological Concept to Intrusion Detection Systems Proceedings of the 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004), Bristol, UK 2004
Uwe Aickelin, Julie Greensmith, Jamie Twycross Immune System Approaches to Intrusion Detection - A Review Proceedings of the 3rd International Conference on Artificial Immune Systems (ICARIS) 316-329 2004
Julie Greensmith, Steve Cayzer An Artificial Immune Approach to Semantic Document Classification Proceedings of the 2nd International Conference on Artificial Immune Systems (ICARIS2003), LNCS 2787, Edinburgh, UK 136-146 2003

Book Chapters
Author(s) Title Publisher Page Year
Julie Greensmith, Amanda Whitbrook, Uwe Aickelin Artificial Immune Systems Handbook of Metaheuristics, 2nd edition, Chapter 14 - Springer tba 2010
Julie Greensmith, Uwe Aickelin Artificial Dendritic Cells: Multi-faceted Perspectives Human-Centric Information Processing Through Granular Modelling 375-395 2009
Julie Greensmith, Uwe Aickelin, Steve Cayzer Detecting Danger: The Dendritic Cell Algorithm Robust Intelligent Systems 12 89-112 2008

Research Reports
Author(s) Title Publisher Page Year
Julie Greensmith The Dendritic Cell Algorithm PhD Thesis, School of Computer Science, University of Nottingham 2007
Julie Greensmith, Uwe Aickelin, Steve Cayzer Introducing Dendritic Cells as a Novel Immune-Inspired Algorith for Anomoly Detection Research Report HPL-2005-117 2005
Julie Greensmith New Frontiers for an Artificial Immune System MSc Thesis, University of Leeds 2003

Intelligent Modelling and Analysis Research Group, School of Computer Science, The University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB, UK.