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Dr Julie Greensmith
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Role: |
Lecturer in Computer Science |
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Qualifications: |
- BSc Pharmacology (Leeds)
- MSc Multidisciplinary Informatics (Leeds)
- PhD Computer Science (Nottingham)
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Office: |
B34 |
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Telephone: |
+44 (0) 115 84 67663 |
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Email: |
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Homepage:
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http://www.cs.nott.ac.uk/~jqg
blog
Twitter
Tweet
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Research
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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.
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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.
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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.
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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)
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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
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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 |
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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 |
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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 |
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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 |
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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 |
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2008 |
| Julie Greensmith |
The Dendritic Cell Algorithm |
PhD Thesis, School of Computer Science, University of Nottingham |
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2007 |
| Julie Greensmith, Uwe Aickelin, Steve Cayzer |
Introducing Dendritic Cells as a Novel Immune-Inspired Algorith for Anomoly Detection |
Research Report HPL-2005-117 |
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2005 |
| Julie Greensmith |
New Frontiers for an Artificial Immune System |
MSc Thesis, University of Leeds |
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2003 |
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Intelligent Modelling and Analysis Research Group, School of Computer Science, The University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB, UK.
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