Dr Julie Greensmith

 

jools2011
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:

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homepage

Homepage:

http://www.cs.nott.ac.uk/~jqg

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Twitter

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Research

 

My current research interests include artificial immune systems mostly focusing on dendritic cell based approaches. I am also interested in a range of computational intelligence techniques, particularly the use and development of ensemble classifiers. I am interested in a wide range of complex and cool application areas including computer security, affective computing and wearable biosensing. Most of all, I love challenging research which has immediate, real world implications.

 

Teaching & Supervision

Current Students - Aslam Ahmed, Robert Miles

Please email me if you are interested in pursuing a PhD in the development of the Dendritic Cell Algorithm, AIS algorithm development or the theory underpinning Affective Computing Systems.

I supervise currently 6 undergraduate dissertation projects and three MSc projects per year on topics ranging from data visualisation to cloud computing security for businesses.

I also am the module convenor for Foundations of Software Engineering (G51FSE) and New Media Design (G53NMD) for the 2010/2011 and 2011/2012 session. If you are interested in studying G53NMD, please note that this is a self directed module with podcasts in place of formal lectures. I have previously taught two UNIX modules within the school.

My role within the School of Computer Science is as Outreach Officer. As part of this role I give a lot of talks and meet really interesting people, both scientists and members of the public alike, in addition to running events for school children. I believe that public education of science is paramount to securing the UK's future as a prominent world leader in science, and I like to help out with this when I can. I am also involved in the Nottingham branch of Girl Geek Dinners and play an active role in encouraging young women into the field of computer science.

 

Current Projects

  • The Dendritic Cell Algorithm: past present and future
  • The development of rational immune systems from first principles
  • Agent based modelling of the Human immune System
  • Affective computing from machine learning perspectives
  • Biosensing on Bikes
  • Reflective robotics: a novel approach to self monitoring with affective robots.

 

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


Cool Stuff:


    • Participant in "I'm A Scientist Get Me Out Of Here" June 2011 - so very excited to be doing this!!
    • Participant at Dagstuhl Seminar @ Schloss Daghstul for Artificial Immune Systems, April 2011
    • The Royal Institution’s ‘Women of Substance Event’ keynote speaker and panelist on ‘ The Experience of Female Academics In Computer Science’, January 2010.
    • BCS Lovelace Colloquium, keynote speaker on the ‘Thrill of Computer Science’, University of Leeds, May 2009.
    • EPSRC Early Career Workshop, keynote speaker on ‘Interdisciplinary Working Practices’, University of Warwick, November 2008.

Reviewer:


  • International Conference on Artificial Immune Systems, 2005 - 2011
  • Congress on Evolutionary Computation Conference, 2008 - 2010
  • Genetic and Evolutionary Computation Conference, 2007-2010
  • Swarm Intelligence, 2009-2010
  • Evolutionary Intelligence Journal, 2007 - 2010
  • Journal of the Royal Society, 2008
  • Natural Computation Journal, 2008
  • IEEE Transactions on Evolutionary Computation, 2008
  • Journal of Scheduling, 2007
  • Annals of Biomedical Engineering Journal, 2007

Awards:

 

  • Recipient of the 2008 Anne McLaren Fellowship with the University of Nottingham.
  • Best In Session Nomination: GECCO 2007, London, UK, for ‘Dendritic Cells for SYN Scan Detection’, based on peer review.
  • Best Student Paper Award: ICARIS 2006, Lisbon, Portugal, for ‘Articulation and Clarification of the Dendritic Cell Algorithm’, based on peer review.
  • EPSRC MSc Scholarship: awarded £8000 University of Leeds in 2002/2003.

Conference Responsibilities:

 

  • Chair of UK Conference on Computational Intelligence (UKCI) 2009, Nottingham.
  • Stream organiser for Bioinformatics at EURO Operations Research Conference, Bonn, 2009.
  • Co-Chair of the British Robotics and Immune Inspired Computing (BRIICS) Workshop, 2008-2009.
  • Special Session Organiser in Artificial Immune Systems for the Congress on Evolutionary Computation Conference (CEC), Norway, 2009

 

 

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, Jan Feyereisl, Robert Oates, Jenna Reps, Julie Greensmith, Uwe Aickelin Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), LNCS Volume 6825, Cambridge, UK 173-186 2011
Feng Gu, Julie Greensmith, Robert Oates, Uwe Aickelin PCA 4 DCA: The Application Of Principal Component Analysis To The Dendritic Cell Algorithm 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), LNCS 5132, 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), LNCS 5132, 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 The 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 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 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
Feng Gu, Julie Greensmith, Uwe Aickelin The Dendritic Cell Algorithm for Intrusion Detection Bio-Inspired Communications and Networking, IGI Global 84-102 2011
Julie Greensmith, Amanda Whitbrook, Uwe Aickelin Artificial Immune Systems Handbook of Metaheuristics, 2nd edition, Chapter 14 - Springer 421-448 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 89-112 2008

Research Reports

Author(s) Title Publisher Page Year
Julie Greensmith, Uwe Aickelin and Steve Cayzer Detecting Danger: The Dendritic Cell Algorithm HP Laboratories Report HPL-2008-200 2008
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.