Professor Uwe Aickelin

 

 Uwe Aickelin
role Role: Professor of Computer Science
qualifications Qualifications: Dipl Kfm (Mannheim), EMBS (Swansea), PhD (Swansea)
office Office: C32
telephone Telephone: +44 (0) 115 95 14203
email Email: This e-mail address is being protected from spambots. You need JavaScript enabled to view it
homepage Homepage: http://aickelin.com

Research

I am a Professor of Computer Science at The University of Nottingham, where I am also the the Head of School of Computer Science and a member of one of its main research groups: Intelligent Modelling & Analysis (IMA). Previous roles include being an EPSRC Advanced Research Fellow, a member of EPSRC’s Complexity SAT and ICT SAT and having acted as an EPSRC IDEAS Factory mentor and as a keynote speaker for various national and international conferences, including ICARIS, TradeTech and EPSRC’s Early Career Workshop for ICT. My editorial duties include being an Associate Editor of the IEEE Transactions on Evolutionary Computation and an Editorial Board member of Evolutionary Intelligence. I have authored over 100 papers in international journals and conferences and participated in over 50 international Conference Programme Committees.

My research started in 1995 through two optimisation projects at the University of Mannheim (the leading German Business School). There I also gained a Business Science degree (Diplomkaufmann in Betriebswirtschaftslehre). In addition, I was awarded a European Master degree in Business Science, only given to the top 1% of students each year. In 1999, I completed a PhD in Computer Science (AI) within 2½ years of starting at the University of Wales (Swansea) where I also worked as a teaching assistant. Since then I have held lectureships in Mathematics at the University of the West of England and in Computer Science at the Universities of Bradford and Nottingham.

In total, I have been awarded over £5 million EPSRC research funding as Principal Investigator and over £20 million as Co-Investigator. I have worked almost my entire research career in cross-disciplinary fields, including my Advance Fellowship on immune-inspired security (EP/D071976/1), leading EPSRC’s largest Adventure grant on Danger Theory (GR/S47809/01), investigating immunology for robots (EP/E003257/1), understanding complexity and agent-based simulation to reduce energy consumption (EP/G05956X/1 and EP/I000496/1), two IDEAS factory projects on modelling and simulation of Cargo Screening and Management Practices (EP/G004234/1 and EP/D503949/1) and leading two EPSRC networks on Productivty and Artifical Immune Systems (EP/D036623/1 and GR/S56627/01). I am also a Co-Investigator of Nottingham's Digital Econmoy Hub - Horizon (EP/G065802/1).

My long-term research vision is to create an integrated framework of problem understanding, modelling and analysis techniques, based on an inter-disciplinary perspective of their closely-coupled nature. I believe this will lead to breakthrough advances in addressing challenging real-world problems. A summary of my current research interests is Modelling, Artificial Intelligence and Complexity Science for Data Analysis, using methodologies such as:

  • Artificial Immune Systems (AIS) and Computational Modelling of the Immune System
  • Intrusion Detection, Computer Security and Anomaly Detection
  • System Dynamic, Agent Based and Discrete Event Simulation of Complex Systems
  • Evolutionary and other Data Mining Algorithms

Teaching & Supervision

Current Projects

Previous Projects

Esteem

  • Honours and Distinctions
    • Director of Research in the School of Computer Science
    • Steering Committee Member of the BBSRC / EPSRC Centre for Plant Integrative Biology - CPIB
    • Best Paper in the Control Systems, Technologies and Applications Session at the 2009 World Multiconference on Systemics, Cybernetics and Informatics
    • EPSRC IDEAS Factory Mentor - Detecting Terrorist Activities - (DTAct 2009)
    • External Examiner for Computer Science De Monfort University
    • Member of the EPSRC Strategic Advisory Teams for ICT and Complexity Science
    • Leading the Intelligent Modelling & Analysis Research Group [IMA]
    • Best Paper at the 2007 International Conference on Artificial Immune Systems
    • Best Paper nomination at the 2007 International Conference on Genetic and Evolutionary Computation
    • Advanced EPSRC Research Fellowship [EP/D071976/1]
    • Best Paper at the 2006 International Conference on Artificial Immune Systems
    • Member of the EPSRC College [EPSRC]
    • Principal Investigator of the largest EPSRC Adventure Grant [The Danger Project - GR/S47809/01]
    • Richard Margetts Memorial Prize - Supervisor of best project (2002) [UWE - CEMS]
    • Fellow of the Higher Education Academy [FHEA]
  • Journal Editorships:
    • Associate Editor of the IEEE Transactions on Evolutionary Computation (IEEE TEC)
    • Assistant Editor of the Journal of the Operational Research Society (JORS)
    • Editorial Board member of Evolutionary Intelligence (EI)
    • Guest Editor of Evolutionary Intelligence (EI) - Special Issue on Artificial Immune Systems
    • Guest Editor of the Journal of the Operational Research Society (JORS) - Special Issue on Heuristics
  • Keynote and Plenary Speeches:
    • Invited Speaker / Mentor at EPSRC's 2011 Future Leaders in ICT workshop
    • The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA 2010)
    • TradeTech Architecture (Trade Tech 2010)
    • EPSRC Early Career Workshop for ICT (EPSRC 2009)
    • National Taught Course Centre in Operational Research - Heuristics and Approximation Algorithms (NATCOR 2008)
    • 6th International Conference on Artificial Immune Systems - Danger Theory (ICARIS 2007)
    • MIS Information Security Conference - Immune Inspired Security (InfoSec World 2006)
    • Symposium on Modern Optimization Methods - AIS Tutorial (SMOM 2005)
    • Conference of The OR Society - Heuristics Keynote (OR 2004)
    • INtroductory TutoRials in Optimization, Search and decision support methodologies - AIS Tutorial (INTROS 2003)
  • Network and Conference Organisation:
    • Vice Chair of the 8th International Conference on Artificial Immune Systems (ICAIRS 2009)
    • Leading the EPSRC Cargo Screening Research Network (CargoNet)
    • Advanced Institute of Management Research Director's group member and Lead Fellow (AIM)
    • Co-organiser of the Artificial Immune Systems Special Session at the 2005 Congress on Evolutionary Computation (CEC 2005)
    • Executive Board Member of the EPSRC Network for Artificial Immune Systems (ARTIST)
    • Network Manager of the £1.2 million EPSRC IDEAS Factory Productivity Initiative (Closing the Gap, Crossing the Levels)
  • Over 50 international Programme Committee Memberships, including AISB, BIC, BICTA, CEC, CISched, GECCO, ECAL, EvoCOMNET, FBTC, ICARIS, ICIC, ITNG, KES, MISTA, NICSO, PPSN, PlanSIG and WSSEC.

Journal Papers
Author(s) Title Publisher Page Year
Feng Gu, Julie Greensmith, Uwe Aickelin Theoretical formulation and analysis of the deterministic dendritic cell algorithm Biosystems 111 (2) 127-135 2013
Grazziela P. Figueredo, Peer-Olaf Siebers, Uwe Aickelin Investigating Mathematical Models of Immuno-Interactions with Early-Stage Cancer under an Agent-Based Modelling Perspective BMC Bioinformatics 14(Suppl 6) S6 2013
Simon Miller, Susan Appleby, Jonathan M. Garibaldi, Uwe Aickelin Towards a More Systematic Approach to Secure Systems Design and Analysis International Journal of Secure Software Engineering 4(1) 11-30 2013
Yihui Liu, Uwe Aickelin, Jan Feyereisl, Lindy G. Durrant Wavelet feature extraction and genetic algorithm for biomarker detection in colorectal cancer data Knowledge-Based Systems 37 502-514 2013
Chris Roadknight, Uwe Aickelin, Galina Sherman Validation of a Microsimulation of the Port of Dover Journal of Computational Science 3 (1-2) 56-66 2012
Jan Feyereisl, Uwe Aickelin Privileged Information for Data Clustering Information Sciences 194 4-23 2012
Tao Zhang, Peer-Olaf Siebers, Uwe Aickelin A Three-Dimensional Model of Residential Energy Consumer Archetypes for Local Energy Policy Design in the UK Energy Policy 47 102-110 2012
Peer-Olaf Siebers, Uwe Aickelin A First Approach on Modelling Staff Proactiveness in Retail Simulation Models Journal of Artificial Societies and Social Simulation 14 (2) 1-25 2011
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Towards the Development of a Simulator for Investigating the Impact of People Management Practices on Retail Performance Journal of Simulation 5 (4) 247–265 2011
Tao Zhang, Peer-Olaf Siebers, Uwe Aickelin Modelling Electricity Consumption in Office Buildings: An Agent Based Approach Energy and Buildings 43(10) 2882–2892 2011
William Wilson, Phil Birkin, Uwe Aickelin Motif Detection Inspired by Immune Memory Journal of the Operational Research Society 62 (2) 253-265 2011
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi Real-world Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms Evolutionary Intelligence 3 (3) 123-136 2010
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi Two-Timescale Learning Using Idiotypic Behaviour Mediation For A Navigating Mobile Robot Journal of Applied Soft Computing 10 (3) 876-887 2010
Jamie Twycross, Uwe Aickelin Information Fusion in the Immune System Information Fusion 11 (1) 35-44 2010
Jamie Twycross, Uwe Aickelin, Amanda Whitbrook Detecting Anomalous Process Behaviour using Second Generation Artificial Immune Systems International Journal of Unconventional Computing 6 (3-4) 301-326 2010
Julie Greensmith, Uwe Aickelin, Gianni Tedesco Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm Information Fusion 11 (1) 21-34 2010
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Simulating Customer Experience and Word-Of-Mouth in Retail - A Case Study Simulation: Transactions of the Society for Modeling and Simulation International 86 (1) 5-30 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
Aaron C Hurley, Ali Al-Radaideh, Bai Li, Uwe Aickelin, Ron Coxon, Paul Glover, Penny A. Gowland Tailored RF pulse optimization for magnetization inversion at ultra high field Magnetic Resonance Imaging for Medicine 63 (1) 51-58 2009
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers Journal of Systemics, Cybernetics and Informatics 7 (6) 72-79 2009
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Modelling and Simulating Retail Management Practices: A First Approach International Journal of Simulation and Process Modelling 5 (3) 215-232 2009
Uwe Aickelin, Jingpeng Li, Edmund Burke An Evolutionary Squeaky Wheel Optimisation Approach to Personnel Scheduling IEEE Transactions on Evolutionary Computation 13 (2) 433-443 2009
Jingpeng Li, Uwe Aickelin, Edmund Burke A Component Based Heuristic Search Method with Evolutionary Eliminations INFORMS Journal of Computing 21 (3) 468-479 2008
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
Uwe Aickelin Special issue on artificial immune systems - editorial Evolutionary Intelligence 1 (2) 83-84 2008
William Wilson, Philip Birkin, Uwe Aickelin The Motif Tracking Algorithm International Journal of Automation and Computing 5 (1) 32-44 2008
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi Idiotypic Immune Networks in Mobile Robot Control IEEE Transactions on Systems, Man and Cybernetics, Part B 37 (6) 1581-1598 2007
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, Edmund Burke, Jingpeng Li An Estimation of Distribution Algorithm with Intelligent Local Search Journal of the Operational Research Society 58 (12) 1574-1585 2007
Uwe Aickelin, Jamie Twycross, Thomas Hesketh-Roberts Rule Generalisation in Intrusion Detection Systems using Snort International Journal of Electronic Security and Digital Forensics 1 (1) 101-116 2007
Uwe Aickelin, Jingpeng Li An Estimation of Distribution Algorithm for Nurse Scheduling Annals of Operations Research 155 289-309 2007
Uwe Aickelin, Julie Greensmith Sensing Danger: Innate Immunology for Intrusion Detection Elsevier Information Security Technical Reports 12 (4) 218-227 2007
Gianni Tedesco, Uwe Aickelin Data Reduction in Intrusion Alert Correlation WSEAS Transaction on Computers 5 (1) 186-193 2006
Steve Cayzer, Uwe Aickelin A Recommender System based on Idiotypic Artificial Immune Networks Journal of Mathematical Modelling and Algorithms 4 (2) 181-198 2005
Uwe Aickelin, Kathryn Dowsland An Indirect Genetic Algorithm for a Nurse Scheduling Problem Journal of Computers and Operations Research 31 (5) 761-778 2004
Uwe Aickelin, Paul White Building Better Nurse Scheduling Algorithms Annals of Operations Research 128 159-177 2004
Uwe Aickelin, Larry Bull On the Application of Hierarchical Coevolutionary Genetic Algorithms Journal of Applied System Studies 4 (1) 2-17 2003
Uwe Aickelin An Indirect Genetic Algorithm for Set Covering Problems Journal of the Operational Research Society 53 (10) 1118-1126 2002
Uwe Aickelin, Kathryn Dowsland Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Journal of Heuristics 8 (5) 503-514 2002
Uwe Aickelin, Kathryn Dowsland Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem Journal of Scheduling 3 (3) 139-153 2000

Conference Papers
Author(s) Title Publisher Page Year
Alexandros Ladas, Uwe Aickelin, Jon Garibaldi, Eamonn Ferguson Using Clustering to extract Personality Information from socio economic data UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University 2012
Aslam Ahmed, Julie Greensmith, Uwe Aickelin Variance in System Dynamics and Agent Based Modelling Using the SIR Model of Infectious Disease Proceedings of the 26th European Conference on Modelling and Simulation (ECMS), Koblenz, Germany, May 2012 9-15 2012
Chris Roadknight, Uwe Aickelin, Alex Ladas, Daniele Soria, John Scholefield and Lindy Durrant Biomarker Clustering of Colorectal Cancer Data to Complement Clinical Classification Federated Conference on Computer Science and Information Systems (FedCSIS) 187 - 191 2012
Chris Roadknight, Uwe Aickelin, Guoping Qiu, John Scholefield, Lindy Durrant Supervised Learning and Anti-learning of Colorectal Cancer Classes and Survival Rates from Cellular Biology Parameters IEEE International Conference on Systems, Man, and Cybernetics 797 - 802 2012
Christopher M. Roadknight and Uwe Aickelin Extending a Microsimulation of the Port of Dover ORS SW12 Simulation Conference 2012
Grazziela P. Figueredo, Peer-Olaf Siebers, Uwe Aickelin and Stephanie Foan A Beginners Guide to Systems Simulation in Immunology Proceedings of the 11th Int. Conf. on Artificial Immune Systems 57-71 2012
Ian Dent, Tony Craig, Uwe Aickelin, Tom Rodden Finding the creatures of habit; Clustering households based on their flexibility in using electricity Digital Futures 2012, Aberdeen, UK 2012
Ian Dent, Tony Craig, Uwe Aickelin, Tom Rodden An Approach for Assessing Clustering of Households by Electricity Usage UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University 2012
Jenna Reps, Jonathan M. Garibaldi, Uwe Aickelin, Daniele Soria, Jack E. Gibson, Richard B. Hubbard Comparing Data-mining Algorithms Developed for Longitudinal Observational Databases UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University 1-8 2012
Jenna Reps, Jonathan M. Garibaldi, Uwe Aickelin, Daniele Soria, Jack E. Gibson, Richard B. Hubbard Discovering Sequential Patterns in a UK General Practice Database 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics 960-963 2012
Naisan Benatar, Uwe Aickelin, Jonathan M. Garibaldi An investigation into the relationship between type-2 FOU size and environmental uncertainty in robotic control 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1-8 2012
Tao Zhang, Peer-Olaf Siebers, Uwe Aickelin Modelling the Effects of User Learning on Forced Innovation Diffusion ORS SW12 Simulation Conference 2012
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
Grazziela P Figueredo, Uwe Aickelin, Peer-Olaf Siebers Systems Dynamics or Agent-Based Modelling for Immune Simulation? Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), LNCS Volume 6825, Cambridge, UK 81-94 2011
Grazziela P. Figueredo, Uwe Aickelin Comparing System Dynamics and Agent-Based Simulation for Tumour Growth and its Interactions with Effector Cells Proceedings of the International Summer Computer Simulation Conference 2011 15-22 2011
Hala Helmi, Jon M. Garibaldi and Uwe Aickelin Examining the Classification Accuracy of TSVMs with Feature Selection in Comparison with the GLAD Algorithm UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester 7-12 2011
Ian Dent, Christian Wagner, Uwe Aickelin, Tom Rodden Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering Digital Engagement 11, Newcastle, November 2011 2011
Ian Dent, Uwe Aickelin, Tom Rodden The Application of a Data Mining Framework to Energy Usage Profiling in Domestic Residences using UK data Buildings Do Not Use Energy, People Do Research Student Conference, Bath, UK 2011
Ian Dent, Uwe Aickelin, Tom Rodden Application of a clustering framework to UK domestic electricity data UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester 161-166 2011
Jenna Reps, Jan Feyereisl, Jonathan M. Garibaldi, Uwe Aickelin, Jack E. Gibson, Richard B. Hubbard Investigating the Detection of Adverse Drug Events in a UK General Practice Electronic Health-Care Database UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester 167-173 2011
Naisan Benatar, Uwe Aickelin, Jonathan M. Garibaldi A Comparison of Non-stationary, Type-2 and Dual Surface Fuzzy Control 2011 IEEE International Conference on Fuzzy Systems 1193 - 1200 2011
Peer-Olaf Siebers, Galina Sherman, Uwe Aickelin, David Menachof Comparing Decision Support Tools for Cargo Screening Processes The 10th International Conference on Modeling and Applied Simulation (MAS), 12–14 September, Rome, Italy 31-39 2011
Stephanie Foan, Andrew M Jackson, Ian Spendlove, Uwe Aickelin Simulating the Dynamics of T Cell Subsets Throughout the Lifetime Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), LNCS Volume 6825, Cambridge, UK 71-76 2011
Tao Zhang, Peer-Olaf Siebers, Uwe Aickelin A Three-Dimensional Model of Residential Energy Consumer Archetypes for Local Energy Policy Design in the UK Energy and people: futures, complexity and challenges Conference 2011
Aaron Christopher Hurley, Andrew Peters, Uwe Aickelin, Bai Li, Penny Gowland B1 Insensitive Genetically Adjusted Refocusing ISMRM Stockholm, Sweden, May, 2010 2010
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms Proceedings of the 9th International Conference on Artificial Evolution (EA 09), LNCS 5975, Strasbourg, France 122-133 2010
Galina Sherman, David Menachof, Peer-Olaf Siebers, Uwe Aickelin Scenario Analysis, Decision Trees and Simulation for Cargo Screening UK OR Society Simulation Workshop 2010 (SW10), 23-24 March, Worcestershire, UK 2010
Galina Sherman, Peer-Olaf Siebers, Uwe Aickelin, David Menachof Scenario Analysis, Decision Trees and Simulation for Cost Benefit Analysis of the Cargo Screening Process International Workshop of Applied Modelling and Simulation (WAMS), 5-7 May, Buizos, Brasil 2010
Grazziela P. Figueredo, Uwe Aickelin Investigating Immune System Aging: System Dynamics and Agent-Based Modeling Proceedings of the International Summer Computer Simulation Conference 2010 174-181 2010
Grazziela P. Figueredo, Uwe Aickelin Defining a Simulation Strategy for Cancer Immunocompetence Proceedings of the 9th International Conference on Artificial Immune Systems (ICARIS 2010) 4-17 2010
Haichang Gao, Honggang Liu, Dan Yao, Xiyang Liu, Uwe Aickelin An audio CAPTCHA to distinguish humans from computers Third International Symposium on Electronic Commerce and Security, ISECS2010 265-269 2010
Haichang Gao, Xiuling Chang, Zhongjie Ren, Uwe Aickelin, Liming Wang Can background baroque music help to improve the memorability of graphical passwords? Proceedings of the International Conference on Image Analysis and Recognition, ICIAR2010, Povoa de Varzim, Portugal 378-387 2010
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin A New Graphical Password Scheme Resistant to Shoulder-Surfing Proceedings of the International Conference on CyberWorlds, 20-22 October 2010, Singapore 194-199 2010
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin The effect of baroque music on the PassPoints graphical password ACM International Conference on Image and Video Retrieval 129-134 2010
Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin Against Spyware Using CAPTCHA in Graphical Password Scheme The 24th IEEE International Conference on Advanced Information Networking and Applications, Perth, Australia 760-767 2010
Mazlina Abdul Majid, Peer-Olaf Siebers, Uwe Aickelin Modelling Reactive and Proactive Behaviour in Simulation Proceedings of Operational Research Society 5th Simulation Workshop (SW10), Worcestershire, England 23-31 2010
Tao Zhang, Peer-Olaf Siebers, Uwe Aickelin Modelling Office Energy Consumption: An Agent Based Approach Proceedings of the 3rd World Congress on Social Simulation (WCSS2010), 5-9 Sep, Kassel, Germany 2010
Xiyang Liu, Zhongjie Ren, Xiuling Chang, Haichang Gao, Uwe Aickelin Draw a line on your PDA to authenticate The sixth Symposium on Usable Privacy and Security, SOUPS2010, July 14-16, Redmond, WA 7 2010
Yousof Al-Hammadi, Uwe Aickelin Behavioural Correlation for Detecting P2P Bots Proceedings of the Second International Conference on Future Networks (ICFN 2010), Sanya, Hainan, China 323-327 2010
Aaron Christopher Hurley, Ron Coxon, Ali Al-Radaideh, Uwe Aickelin, Bai Li, Penny Gowland Tailored Shaping and Time Resampling Functions for Inversion Pulses at 7T International Society for Magentic Resonance in Medicine (ISMRM), Honolulu, USA, April, 2009. 2009
Amanda Whitbrook, Uwe Aickelin, Jonathan Garibaldi Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems Proceedings of the 13th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2009, Orlando, Florida, USA 272-278 2009
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
Grazziela P. Figueredo, Uwe Aickelin, Amanda Whitbrook System Dynamics Modelling of the Processes Involving the Maintenance of the Naive T Cell Repertoire Proceedings of the 9th Annual Workshop on Computational Intelligence (UKCI 2009), Nottingham, UK 13-18 2009
Jan Feyereisl, Uwe Aickelin STORM - A Novel Information Fusion and Cluster Interpretation Technique Proceedings of the 10th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 09), Lecture Notes in Computer Science 5788, Burgos, Spain 208-218 2009
Mazlina Abdul Majid, Uwe Aickelin, Peer-Olaf Siebers Investigating Output Accuracy for a Discrete Event Simulation Model and an Agent Based Simulation Model Proceedings of the INFORMS Simulation Society Research Workshop, June 25-27, 2009, Warwick, UK 101-105 2009
Mazlina Abdul Majid, Uwe Aickelin, Peer-Olaf Siebers Comparing Simulation Output Accuracy of Discrete Event and Agent Based Models: A Quantitative Approach Proceedings of the Summer Computer Simulation Conference (SCSC 2009), Istanbul, Turkey 177-184 2009
Peer-Olaf Siebers, Galina Sherman, Uwe Aickelin Development of a Cargo Screening Process Simulator: A First Approach Proceedigs of the 6th International Mediterranean Modeling Multiconference (EMSS 2009), Tenerife, Spain 200-209 2009
Peer-Olaf Siebers, Uwe Aickelin, David Menachof, Galina Sherman, Peter Zimmerman Modelling and Analysing Cargo Screening Processes: A Project Outline Proceedings of the INFORMS Simulation Society Research Workshop, June 25-27, 2009, Warwick, UK 44-47 2009
Rafael Lahoz-Beltra, Gabriela Ochoa, Uwe Aickelin Cheating for Problem Solving: A Genetic Algorithm with Social Interactions Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada 811-818 2009
Yongnan Ji, Pierre-Yves Herve, Uwe Aickelin, Alain Pitiot Parcellation of fMRI Datasets with ICA and PLS-A Data Driven Approach Proceedings of the 12th International Conference of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009), Part I, Lecture Notes in Computer Science 5761, London, UK 984 - 991 2009
Adrian Adewunmi, Uwe Aickelin Optimisation of a Crossdocking distribution centre simulation model Proceedings of the 2008 International Simulation Multi-Conference (SCS), San Diego, USA 434-439 2008
Adrian Adewunmi, Uwe Aickelin Reducing Variance in a Crossdocking Simulation Model using Common Random Numbers and Antithetic Variates Annual Operational Research Conference 50 (OR 50), York, UK 2008
Adrian Adewunmi, Uwe Aickelin, Mike Byrne An Investigation of Sequential Sampling Method for Crossdocking Simulation Output Variance Reduction Proceedings of the 2008 Operational Research Society 4th Simulation Workshop (SW08), Birmingham, UK 87-96 2008
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi Genetic Algorithm Seeding of Idiotypic Networks for Mobile-Robot Navigation Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2008), Madeira, Portugal 5-13 2008
Amanda Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), LNCS 5132, Phuket, Thailand 266-278 2008
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
Gianni Tedesco, Uwe Aickelin Real-Time Alert Correlation with Type Graphs Proceedings of the 4th International Conference on Information Systems Security (ICISS 2008), Lecture Notes in Computer Science 5352, Hyderabad, India 173-187 2008
Jan Feyereisl, Uwe Aickelin ToLeRating UR-STD Proceedings of the 2nd International Conference on Emerging Security Information, Systems and Technologies, Cap Esterel, France 287-293 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
Mazlina Abdul Majid, Uwe Aickelin, Peer-Olaf Siebers Modelling and Analysing Human Behaviour in a Department Store using Discrete Event and Agent Based Simulation Annual Operational Research Conference 50 (OR 50), York, UK 153 2008
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Agent Based Simulation as a Novel Decision Support Tool for Retail Managers Proceedings of the 15th European Conference on Mathematics for Industry (ECMI2008), London, UK 49 2008
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg An Agent-Based Simulation of In-store Customer Experience Proceedings of the Operational Research Society 4th Simulation Workshop, Worcestershire, UK 25-41 2008
Yousof Al-Hammadi, Uwe Aickelin Detecting Bots Based on Keylogging Activities Proceedings of the 3rd International Conference on Availability, Reliability and Security (ARES2008), Barcelona, Spain 896-902 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
Adrian Adewunmi, Uwe Aickelin Noise Reduction Technique for a Simulation Optimisation Study Annual Operational Research Conference 49 (OR 49), Edinburgh, UK 2007
Feng Gu, Uwe Aickelin, Julie Greensmith An Agent-based Classification Model The 9th European Agent Systems Summer School, Durham, UK 2007
Helen Celia, Chris Clegg, Mark Robinson, Peer-Olaf Siebers, Uwe Aickelin, Christine Sprigg Using Intelligent Agents to Understand Organisational Behaviour British Psychology Society Annual Conference 2007
Helen Celia, Chris Clegg, Peer-Olaf Siebers, Uwe Aickelin Understanding the Impact of Management Practices and other Factors on Productivity in the UK Retail Sector The 13th European Congress of Work and Organizational Psychology (EAWOP 2007), Stockholm, Sweden 2007
Jamie Twycross, Uwe Aickelin Biological Inspiration for Artificial Immune Systems Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil 300-311 2007
Julie Greensmith, Uwe Aickelin Dendritic Cells for SYN Scan Detection Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007) 49-56 2007
Mazlina Abdul Majid, Uwe Aickelin, Peer-Olaf Siebers Human Behaviour Modelling for Discrete Event and Agent Based Simulation:A Case Study Proceedings of the Annual Operational Research Conference 49 (OR 49), Edinburgh, UK 94 2007
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Using Intelligent Agents to Understand Management Practices and Retail Proceedings of the Winter Simulation Conference (WSC 2007), Washington, USA 2212-2220 2007
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Understanding Retail Productivity by Simulating Management Practises Proceedings of the EUROSIM Congress on Modelling and Simulation (EUROSIM 2007), Ljubljana, Slovenia 1-12 2007
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg A Multi-Agent Simulation of Retail Management Practices Proceedings of the Summer Computer Simulation Conference (SCSC 2007), San Diego, USA 959-966 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
Salwani Abdullah, Uwe Aickelin, Edmund Burke, Aniza Mohamed Din, Rong Qu Investigating a Hybrid Metaheuristic for Job Shop Rescheduling, Progressin Artificial Life Proceedings of the 3rd Australian Conference on Artificial Life, Gold Coast, Australia 357-368 2007
William Wilson, Jan Feyereisl, Uwe Aickelin Detecting Motifs in System Call Sequences Proceedings of the 8th International Workshop on Information Security Applications (WISA2007), Lecture Notes in Computer Science, Jeju, Korea 157-172 2007
William Wilson, Phil Birkin, Uwe Aickelin Motif Detection Inspired by Immune Memory Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil 276-287 2007
Adrian Adewunmi, Uwe Aickelin Simulation Optimization of the Crossdock Door Assignment Problem Proceedings of the 2006 OR Society Simulation Workshop, Birmingham, UK 311-313 2006
Gianni Tedesco, Jamie Twycross, Uwe Aickelin Integrating Innate and Adaptive Immunity in Intrusion Detection Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163 193-202 2006
Gianni Tedesco, Uwe Aickelin An Immune Inspired Network Intrusion Detection System Utilising Correlation Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK 16-17 2006
Jamie Twycross, Uwe Aickelin Experimenting with innate immunity Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK 18-19 2006
Jamie Twycross, Uwe Aickelin libtissue - implementing innate immunity Proceedings of the IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, Canada 499-506 2006
Jan Feyereisl, Uwe Aickelin Artificial Immune Tissue using Self-Organizing Networks Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK 5-6 2006
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
Qi Chen, Uwe Aickelin Anomaly Detection Using the Dempster-Shafer Method Proceedings of the International Conference on Data Mining (DMIN2006), Las Vegas, USA 232-238 2006
Uwe Aickelin, Edmund Burke, Jingpeng Li Improved Squeaky Wheel Optimisation for Driver Scheduling Proceedings of the 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Lecture Notes in Computer Science, Reykjavik, Iceland 182-191 2006
William Wilson, Phil Birkin, Uwe Aickelin Price Trackers Inspired by Immune Memory Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163 362-375 2006
WIlliam Wilson, Phil Birkin, Uwe Aickelin Oil Price Trackers Inspired by Immune Memory Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK 20-21 2006
Yousof Al-Hammadi, Uwe Aickelin Detecting Botnets Through Log Correlation Proceedings of the IEEE / IST Workshop on Monitoring, Attack Detection and Mitigation (MonAM2006), Tübingen, Germany 97-100 2006
Gianni Tedesco, Uwe Aickelin Strategic Alert Throttling for Intrusion Detection Systems The 4th WSEAS International Conference on Information Security, Tenerife, Spain 2005
Jamie Twycross, Uwe Aickelin Towards a Conceptual Framework for Innate Immunity Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada 112-125 2005
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
Jungwon Kim, William Wilson, Uwe Aickelin, Julie McLeod Cooperative Automated worm Response and Detection ImmuNe ALgorithm Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada 168-181 2005
Jingpeng Li, Uwe Aickelin The Application of Bayesian Optimization and Classifier Systems in Nurse Scheduling Proceedings of the 8th International Conference on Parallel Problem Solving from Nature (PPSB VIII), Birmingham, UK 581-590 2004
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
Qi Chen, Uwe Aickelin Movie Recommendation Systems Using An Artificial Immune System The 6th International Conference in Adaptive Computing in Design and Manufacturing (ACDM2004), Bristol, UK 2004
Uwe Aickelin Artificial Immune Systems (AIS) - A New Paradigm for Heuristic Decision Making Invited Keynote Talk at the Annual Operational Research Conference, York, UK 2004
Uwe Aickelin, Edmund Burke, Aniza Mohamed Din Investigating Artificial Immune Systems For Job Shop Rescheduling in Changing Environments The 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004), Bristol, UK 2004
Uwe Aickelin, Jingpeng Li Bayesian Optimisation for Nurse Scheduling Combinatorial Optimization Conference (CO2004), Lancaster, 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
Uwe Aickelin, Qi Chen On Affinity Measures for Artificial Immune System Movie Recommenders The 5th International Conference on: Recent Advances in Soft Computing (RASC2004), Nottingham, UK 2004
Jingpeng Li, Uwe Aickelin A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem Proceedings of the 2003 Congress for Evolutionary Computation (CEC2003), Canberra, Australia 2149-2156 2003
Jingpeng Li, Uwe Aickelin Explicit Learning: an Effort towards Human Scheduling Algorithms Proceedings of the 1st Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA2003), Nottingham, UK 240-241 2003
Uwe Aickelin Artificial Immune System and Intrusion Detection Tutorial INtroductory TutoRials in Optimization, Search and decision support methodologies, Nottingham, UK 2003
Uwe Aickelin, Peter Bentley, Steve Cayzer, Jungwon Kim, Julie McLeod Danger Theory: The Link between AIS and IDS? Proceedings of the 2nd International Conference on Artificial Immune Systems (ICARIS2003), LNCS 2787, Edinburgh, UK 147-155 2003
Andrea Staggemeier, Alistair Clark, Uwe Aickelin, Jim Smith A hybrid genetic algorithm to solve a lot-sizing and scheduling problem The 16th triennial conference of the International Federation of Operational Research Societies (IFORS2002), Edinburgh, UK 2002
Steve Cayzer, Uwe Aickelin A Recommender System based on the Immune Network Proceedings of the Congress on Evolutionary Computation (CEC2002), Hilton Hawaiian Village Hotel, Honolulu, Hawaii 807-813 2002
Steve Cayzer, Uwe Aickelin On the Effects of Idiotypic Interactions for Recommendation Communities in Artificial Immune Systems Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK 154-160 2002
Tom Morrison, Uwe Aickelin An Artificial Immune System as a Recommender System for Web Sites Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK 161-169 2002
Uwe Aickelin, Larry Bull Partnering Strategies for Fitness Evaluation in a Pyramidal Evolutionary Algorithm Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2002), New York, USA 263-270 2002
Uwe Aickelin, Steve Cayzer The Danger Theory and Its Application to Artificial Immune Systems Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK 141-148 2002
Uwe Aickelin A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems Proceedings of the 2001 Genetic and Evolutionary Computation Conference (GECCO), San Francisco, USA 1-8 2001
Uwe Aickelin A Pyramidal Genetic Algorithm for Multiple-Choice Problems Annual Operational Research Conference 43, Bath, UK 2001
Uwe Aickelin A New Genetic Algorithm for Set Covering Problems Annual Operational Research Conference 42 2000
Uwe Aickelin Nurse Rostering with Genetic Algorithms Young Operational Research Conference 12 1998

Book Chapters
Author(s) Title Publisher Page Year
Adrian Adewunmi and Uwe Aickelin Investigating the effectiveness of Variance Reduction Techniques in Manufacturing, Call Center and Cross-docking Discrete Event Simulation Models Use Cases of Discrete Event Simulation Appliance and Research. Bangsow, Steffen (Ed.). Springer Berlin Heidelberg 1-24 2012
Galina Sherman, Peer-Olaf Siebers, David Menachof , Uwe Aickelin Evaluating Different Cost-Benefit Analysis Methods for Port Security Operations Decision Making in Service Industries: A Practical Approach 279-302 2012
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
Jan Feyereisl, Uwe Aickelin Self-Organizing Maps in Computer Security Computer Security: Intrusion, Detection and Prevention 1-30 2009
Julie Greensmith, Uwe Aickelin Artificial Dendritic Cells: Multi-faceted Perspectives Human-Centric Information Processing Through Granular Modelling 375-395 2009
Jamie Twycross, Uwe Aickelin An Immune Inspired Approach to Anomaly Detection Handbook of Research on Information Security and Assurance Chapter X 2008
Julie Greensmith, Uwe Aickelin, Steve Cayzer Detecting Danger: The Dendritic Cell Algorithm Robust Intelligent Systems 89-112 2008
Peer-Olaf Siebers, Uwe Aickelin Introduction to Multi-Agent Simulation Encyclopaedia of Decision Making and Decision Support Technologies 554-564 2008
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia, Chris Clegg Multi-Agent Simulation and Management Practices Encyclopedia of Decision Making and Decision Support Technologies 645-652 2008
Jingpeng Li, Uwe Aickelin A Bayesian Optimization Algorithm for Nurse Scheduling Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications 315-332 2006
Simon Garret, Martin Robbins, Joanne Walker, William Wilson, Uwe Aickelin Modelling Immunological Memory In Silico Immunology 83-108 2006
Uwe Aickelin, Dipankar Dasgupta Artificial Immune Systems Search Methodologies: Introductory Tutorials in Optimisation and Decision Support Techniques 375-399 2005

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
Peer-Olaf Siebers, Uwe Aickelin, Giuliana Battisti, Helen Celia, Chris Clegg, Xiaolan Fu, Raphael De Hoyos, Alfonsiana Iona, Alina Petrescu, Adriano Peixoto Enhancing Productivity: The Role of Management Practices AIM Working Paper Series Number 065 2008
Jingpeng Li, Uwe Aickelin, Edmund Burke A Component Based Heuristic Search Method with Adaptive Perturbations Technical Report NOTTCS-TR-2007-4 2006
Julie Greensmith, Uwe Aickelin, Steve Cayzer Introducing Dendritic Cells as a Novel Immune-Inspired Algorith for Anomoly Detection Research Report HPL-2005-117 2005
Uwe Aickelin, Peter Bentley, Steve Cayzer, Jungwon Kim, Julie McLeod Danger Theory: The Link between AIS and IDS? Research Report HPL-2003-138 2003
Steve Cayzer, Uwe Aickelin An Artificial Immune System Based Recommender Research Report HPL-2002-1 2002
Steve Cayzer, Uwe Aickelin On the Effects of Idiotypic Interactions for Recommendation Communities in Artificial Immune Systems Research Report BICAS-2002-15 2002
Uwe Aickelin, Steve Cayzer The Danger Theory and Its Application to Artificial Immune Systems Research Report HPL-2002-244 2002
Uwe Aickelin Genetic Algorithms for Multiple-Choice Problems PhD Thesis, University of Wales (Swansea) 1999
Uwe Aickelin Dienstplanerstellung in Krankenhaeusern mittels genetischer Algorithmen Thesis, University of Mannheim, Germany 1996

 

 

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