Prof Uwe Aickelin

Professor of Computer Science

aickelin

  • Mathematical, Statistical and Computational Modelling Techniques
  • Unsupervised, Semi-Supervised and Supervised Data Mining Algorithms
  • System Dynamic, Agent Based and Discrete Event Simulation
  • Nature-Inspired Algorithms (e.g. Artificial Immune Systems)
  • Applications in the Health, Security and Digital Economy Domains

Head of School

Room C32
Telephone 0115 95 14203
Fax 0115 95 14254
Email uwe.aickelin@nottingham.ac.uk

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 / leadership workshops 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 100 international Conference Programme Committees. Internationally, I work closely with Fudan University and Shenzhen University, where I have been appointed as a Special Professor.

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 Productivity and Artificial Immune Systems (EP/D036623/1 and GR/S56627/01). I am also a Co-Investigator of Nottingham’s Digital Economy Hub – Horizon (EP/G065802/1) and of the ESRC Network for Integrated Behavioural Sciences  (ES/K002201/1).

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. Key to this is working closely with the problem owner, providing user-centric data analysis. A summary of my current research interests is Modelling, Artificial Intelligence and Complexity Science for Data Analysis in the Health, Security and Digital Economy Domains using methodologies such as:

  • Mathematical and statistical modelling techniques including Fuzzy Logic
  • Unsupervised, Semi-Supervised and Supervised Data Mining Algorithms
  • System Dynamic, Agent Based and Discrete Event Simulation of Complex Systems
  • Evolutionary and other Nature-Inspired Algorithms (e.g. Artificial Immune Systems)

Teaching & Supervision

Projects

Current Projects

Previous Projects

Esteem

  • Honours and Distinctions
    • Special Professor at Shenzhen University (2014-)
    • Best Paper at the Industrial conference or Data Mining 2014 – ICDM
    • Member of the University of Nottingham’s Senate and Research Board (2012-)
    • Mentor at EPSRC’s Future Leaders in ICT workshop (2011 & 2014)
    • Member of the EPSRC Strategic Advisory Teams for ICT and Complexity Science (2009-2013)
    • External Examiner for Computer Science at De Monfort University (2010-2013)
    • Steering Committee of the BBSRC / EPSRC Centre for Plant Integrative Biology (2010-2013) – CPIB
    • Director of Research in the School of Computer Science (2010-2012)
    • Best Paper at the World Multiconference on Systemics, Cybernetics and Informatics (2009)
    • EPSRC IDEAS Factory Mentor – Detecting Terrorist Activities (2009)
    • Leading the Intelligent Modelling & Analysis Research Group (2007 – 2012) – IMA
    • Best Paper at the International Conference on Artificial Immune Systems (2007)
    • Advanced EPSRC Research Fellowship (2007-2012) – [EP/D071976/1
    • Best Paper at the International Conference on Artificial Immune Systems (2006)
    • Principal Investigator of the largest EPSRC Adventure Grant (2004 – 2007) - The Danger Project - GR/S47809/01
    • Member of the EPSRC College (2003-) EPSRC
    • Richard Margetts Memorial Prize - Supervisor of best project (2002) [UWE - CEMS]
  • Journal Editorships:
    • Editorial Board member of  Health Information Science and Systems (2014-) – HISS
    • Editorial Board member of Evolutionary Intelligence (2008-) – EI
    • Associate Editor of the IEEE Transactions on Evolutionary Computation (2007-) -IEEE TEC
    • Assistant Editor of the Journal of the Operational Research Society (2003-2011) – JORS
    • Guest Editor of the Journal of the Operational Research Society (JORS) – Special Issue on Heuristics (2013)
    • Guest Editor of Evolutionary Intelligence (EI) – Special Issue on Artificial Immune Systems (2010)
  • Keynote and Plenary Speeches:
    • Fudan University – summer course on Heath Informatics (2014)
    • Invited Speaker / Mentor at EPSRC’s 201 & 20141 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 100 international Programme Committee Memberships, including AISB, BIC, BICTA, CEC, CISched, GECCO, ECAL, EvoCOMNET, FBTC, ICARIS, ICIC, ITNG, KES,MISTA, NICSO, PPSN,PlanSIG and WSSEC.

Publications

For my personal list of publications, please see also Google Scholar.

Articles

Yihui Liu, Uwe Aickelin (2014): Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database. In: International Journal of Information Technology and Computer Science (IJITCS), pp. tba, 2014. (Type: Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2014): Signalling Paediatric Side Effects using an Ensemble of Simple Study Designs. In: Drug Safety, 37 (3), pp. 163-170, 2014. (Type: Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2014): A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery. In: IEEE Journal of Biomedical and Health Informatics, 18 (2), pp. 537-547, 2014. (Type: Article | Links | BibTeX)
Chen, Qi; Whitbrook, Amanda; Aickelin, Uwe; Roadknight, Chris (2014): Data classification using the Dempster--Shafer method. In: Journal of Experimental & Theoretical Artificial Intelligence, (ahead-of-print), pp. 1–25, 2014. (Type: Article | Links | BibTeX)
Grazziela P. Figueredo Peer-Olaf Siebers, Markus Owen Jenna Reps Uwe Aickelin (2014): Comparing Stochastic Differential Equations and Agent-Based Modelling and Simulation for Early-Stage Cancer. In: PLoS ONE, 9 (4), pp. e95150, 2014. (Type: Article | Abstract | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2013): Comparison of algorithms that detect drug side effects using electronic healthcare databases. In: Soft Computing, 17(12) pp. 2381-2397, 2013. (Type: Article | Links | BibTeX)
Figueredo, Grazziela; Siebers, Peer-Olaf; Aickelin, Uwe (2013): Investigating Mathematical Models of Immuno-Interactions with Early-Stage Cancer under an Agent-Based Modelling Perspective. In: BMC Bioinformatics, 14(Suppl 6) pp. S6, 2013. (Type: Article | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Aickelin, Uwe (2013): Theoretical formulation and analysis of the deterministic dendritic cell algorithm. In: Biosystems, 111 (2) pp. 127-135, 2013. (Type: Article | Links | BibTeX)
Miller, Simon; Appleby, Susan; Garibaldi, Jonathan; Aickelin, Uwe (2013): Towards a More Systematic Approach to Secure Systems Design and Analysis. In: International Journal of Secure Software Engineering, 4(1) pp. 11-30, 2013. (Type: Article | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe; Feyereisl, Jan; Durrant, Lindy (2013): Wavelet feature extraction and genetic algorithm for biomarker detection in colorectal cancer data. In: Knowledge-Based Systems, 37 pp. 502-514, 2013. (Type: Article | Links | BibTeX)
Lei Yu Tao Zhang, Siebers Peer-Olaf Uwe Aickelin (2012): Modelling Electrical Car Diffusion Based on Agents. In: International Journal of Digital Content Technology and its Applications (JDCTA), 6 (19), pp. 424-431, 2012. (Type: Article | Links | BibTeX)
Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (2012): A Three-Dimensional Model of Residential Energy Consumer Archetypes for Local Energy Policy Design in the UK. In: Energy Policy, 47 pp. 102-110, 2012. (Type: Article | Links | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2012): Privileged Information for Data Clustering. In: Information Sciences, 194 pp. 4-23, 2012. (Type: Article | Links | BibTeX)
Roadknight, Chris; Aickelin, Uwe; Sherman, Galina (2012): Validation of a Microsimulation of the Port of Dover. In: Journal of Computational Science, 3 (1-2) pp. 56-66, 2012. (Type: Article | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe (2011): A First Approach on Modelling Staff Proactiveness in Retail Simulation Models. In: Journal of Artificial Societies and Social Simulation, 14 (2) pp. 1-25, 2011. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Clark, Alistair (2011): Heuristic optimisation (special issue editoral). In: Journal of the Operational Research Society, 62 (2) pp. 251-252, 2011. (Type: Article | Links | BibTeX)
Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (2011): Modelling Electricity Consumption in Office Buildings: An Agent Based Approach. In: Energy and Buildings, 43(10) pp. 2882–2892, 2011. (Type: Article | Links | BibTeX)
Wilson, William; Birkin, Phil; Aickelin, Uwe (2011): Motif Detection Inspired by Immune Memory. In: Journal of the Operational Research Society, 62 (2) pp. 253-265, 2011. (Type: Article | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2011): Towards the Development of a Simulator for Investigating the Impact of People Management Practices on Retail Performance. In: Journal of Simulation, 5 (4) pp. 247–265, 2011. (Type: Article | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe; Whitbrook, Amanda (2010): Detecting Anomalous Process Behaviour using Second Generation Artificial Immune Systems. In: International Journal of Unconventional Computing, 6 (3-4) pp. 301-326, 2010. (Type: Article | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Tedesco, Gianni (2010): Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm. In: Information Fusion, 11 (1) pp. 21-34, 2010. (Type: Article | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2010): Information Fusion in the Immune System. In: Information Fusion, 11 (1) pp. 35-44, 2010. (Type: Article | Links | BibTeX)
Al-Hammadi, Yousof; Aickelin, Uwe; Greensmith, Julie (2010): Performance Evaluation of DCA and SRC on a Single Bot Detection. In: Journal of Information Assurance and Security, 5 (1) pp. 265-275, 2010. (Type: Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2010): Real-world Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms. In: Evolutionary Intelligence, 3 (3) pp. 123-136, 2010. (Type: Article | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2010): Simulating Customer Experience and Word-Of-Mouth in Retail - A Case Study. In: Simulation: Transactions of the Society for Modeling and Simulation International, 86 (1) pp. 5-30, 2010. (Type: Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2010): Two-Timescale Learning Using Idiotypic Behaviour Mediation For A Navigating Mobile Robot. In: Journal of Applied Soft Computing, 10 (3) pp. 876-887, 2010. (Type: Article | Links | BibTeX)
Siebers, Peer-Olaf; Macal, Charles; Garnett, Jeremy; Buxton, David; Pidd, Michael (2010): Discrete-Event Simulation is Dead, Long Live Agent-Based Simulation!. In: Journal of Simulation, 4 (3) pp. 204-210, 2010. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Li, Jingpeng; Burke, Edmund (2009): An Evolutionary Squeaky Wheel Optimisation Approach to Personnel Scheduling. In: IEEE Transactions on Evolutionary Computation, 13 (2) pp. 433-443, 2009. (Type: Article | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2009): Modelling and Simulating Retail Management Practices: A First Approach. In: International Journal of Simulation and Process Modelling, 5 (3) pp. 215-232, 2009. (Type: Article | Links | BibTeX)
Hurley, Aaron; Al-Radaideh, Ali; Li, Bai; Aickelin, Uwe; Coxon, Ron; Glover, Paul; Gowland, Penny (2009): Tailored RF pulse optimization for magnetization inversion at ultra high field. In: Magnetic Resonance Imaging for Medicine, 63 (1) pp. 51-58, 2009. (Type: Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2009): The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers. In: Journal of Systemics, Cybernetics and Informatics, 7 (6) pp. 72-79, 2009. (Type: Article | Links | BibTeX)
Li, Jingpeng; Aickelin, Uwe; Burke, Edmund (2008): A Component Based Heuristic Search Method with Evolutionary Eliminations. In: INFORMS Journal of Computing, 21 (3) pp. 468-479, 2008. (Type: Article | Links | BibTeX)
Aickelin, Uwe (2008): Special issue on artificial immune systems - editorial. In: Evolutionary Intelligence, 1 (2) pp. 83-84, 2008. (Type: Article | Links | BibTeX)
Greensmith, Julie; Feyereisl, Jan; Aickelin, Uwe (2008): The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms. In: Evolutionary Intelligence, 1 (2) pp. 85-112, 2008. (Type: Article | Links | BibTeX)
Wilson, William; Birkin, Philip; Aickelin, Uwe (2008): The Motif Tracking Algorithm. In: International Journal of Automation and Computing, 5 (1) pp. 32-44, 2008. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Li, Jingpeng (2007): An Estimation of Distribution Algorithm for Nurse Scheduling. In: Annals of Operations Research, 155 pp. 289-309, 2007. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Burke, Edmund; Li, Jingpeng (2007): An Estimation of Distribution Algorithm with Intelligent Local Search. In: Journal of the Operational Research Society, 58 (12) pp. 1574-1585, 2007. (Type: Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2007): Idiotypic Immune Networks in Mobile Robot Control. In: IEEE Transactions on Systems, Man and Cybernetics, Part B, 37 (6) pp. 1581-1598, 2007. (Type: Article | Links | BibTeX)
Kim, Jungwon; Bentley, Peter; Aickelin, Uwe; Greensmith, Julie; Tedesco, Gianni; Twycross, Jamie (2007): Immune System Approaches to Intrusion Detection - A Review. In: Natural Computing, 6 (4) pp. 413-466, 2007. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Twycross, Jamie; Hesketh-Roberts, Thomas (2007): Rule Generalisation in Intrusion Detection Systems using Snort. In: International Journal of Electronic Security and Digital Forensics, 1 (1) pp. 101-116, 2007. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Greensmith, Julie (2007): Sensing Danger: Innate Immunology for Intrusion Detection. In: Elsevier Information Security Technical Reports, 12 (4) pp. 218-227, 2007. (Type: Article | Links | BibTeX)
Tedesco, Gianni; Aickelin, Uwe (2006): Data Reduction in Intrusion Alert Correlation. In: WSEAS Transaction on Computers, 5 (1) pp. 186-193, 2006. (Type: Article | Links | BibTeX)
Cayzer, Steve; Aickelin, Uwe (2005): A Recommender System based on Idiotypic Artificial Immune Networks. In: Journal of Mathematical Modelling and Algorithms, 4 (2) pp. 181-198, 2005. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Dowsland, Kathryn (2004): An Indirect Genetic Algorithm for a Nurse Scheduling Problem. In: Journal of Computers and Operations Research, 31 (5) pp. 761-778, 2004. (Type: Article | Links | BibTeX)
Aickelin, Uwe; White, Paul (2004): Building Better Nurse Scheduling Algorithms. In: Annals of Operations Research, 128 pp. 159-177, 2004. (Type: Article | Links | BibTeX)
Baines, Tim; Mason, Steve; Siebers, Peer-Olaf; Ladbrook, John (2004): Humans: The Missing Link in Manufacturing Simulation?. In: Simulation Modelling Practice and Theory, 12(7-8) pp. 515-526, 2004. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Bull, Larry (2003): On the Application of Hierarchical Coevolutionary Genetic Algorithms. In: Journal of Applied System Studies, 4 (1) pp. 2-17, 2003. (Type: Article | Links | BibTeX)
Aickelin, Uwe (2002): An Indirect Genetic Algorithm for Set Covering Problems. In: Journal of the Operational Research Society, 53 (10) pp. 1118-1126, 2002. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Dowsland, Kathryn (2002): Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall. In: Journal of Heuristics, 8 (5) pp. 503-514, 2002. (Type: Article | Links | BibTeX)
Hirschmuller, Heiko; Innocent, Peter; Garibaldi, Jonathan (2002): Real-Time Correlation-Based Stereo Vision with Reduced Border Errors. In: International Journal of Computer Vision, 47 pp. 229-246, 2002. (Type: Article | Links | BibTeX)
Innocent, Peter; John, Robert; Garibaldi, Jonathan (2001): The Fuzzy Medical Group in the Centre for Computational Intelligence. In: Artificial Intelligence in Medicine, 21 pp. 163-70, 2001. (Type: Article | Links | BibTeX)
Aickelin, Uwe; Dowsland, Kathryn (2000): Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem. In: Journal of Scheduling, 3 (3) pp. 139-153, 2000. (Type: Article | Links | BibTeX)
Tilbury, Julian; Van-Eetvelt, Peter; Garibaldi, Jonathan; Curnow, John; Ifeachor, Emmanuel (2000): Reciever Operator Characteristic Analysis for Intelligent Medical Systems - A New Approach for Finding Confidence Intervals. In: IEEE Transactions on Biomedical Engineering, 47 pp. 952-963, 2000. (Type: Article | Links | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel (1999): Application of Simulated Annealing Fuzzy Model Tuning to Umbilical Cord Acid-Base Interpretation. In: IEEE Transactions on Fuzzy Systems, 7 pp. 72-84, 1999. (Type: Article | Links | BibTeX)
Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel (1999): The Evaluation of an Expert System for the Analysis of Umbilical Cord Blood. In: Artificial Intelligence in Medicine, 17 pp. 109-130, 1999. (Type: Article | Links | BibTeX)
Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel; Greene, Keith (1997): The Development and Implementation of an Expert System for the Analysis of Umbilical Cord Blood. In: Artificial Intelligence in Medicine, 10 pp. 129-144, 1997. (Type: Article | Links | BibTeX)
Keith, Robert; Beckley, Sarah; Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel; Greene, Keith (1996): Multicentre Validation of an Intelligent System for Managing Labour. In: Expert Systems with Applications, 11 pp. 537-541, 1996. (Type: Article | Links | BibTeX)
Harris, Maureen; Beckley, Sarah; Garibaldi, Jonathan; Keith, Robert; Greene, Keith (1996): Umbilical Cord Blood Gas Analysis at the Time of Delivery. In: Midwifery, 12 pp. 146-150, 1996. (Type: Article | Links | BibTeX)
Keith, Robert; Beckley, Sarah; Garibaldi, Jonathan; Westgate, Jenny; Ifeachor, Emmanuel; Greene, Keith (1995): A Multicentre Comparative Study of 17 Experts and an Intelligent Computer System for Managing Labour using the Cardiotocogram. In: British Journal of Obstetrics and Gynaecology, 102 pp. 688-700, 1995. (Type: Article | Links | BibTeX)
Westgate, Jennifer; Garibaldi, Jonathan; Greene, Keith (1994): Umbilical Cord Blood Gas Analysis at Delivery: A Time for QualityData. In: British Journal of Obstetrics and Gynaecology, 101 pp. 1054-1063, 1994. (Type: Article | Links | BibTeX)

Inbooks

Aickelin, Uwe; Dasgupta, Dipankar; Gu, Feng (2014): Artificial Immune Systems. In: pp. Chapter 7, Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques, 2nd edition, Springer, 2014. (Type: Inbook | Links | BibTeX)
Sherman, Galina; Siebers, Peer-Olaf; Menachof, David; Aickelin, Uwe (2012): Evaluating Different Cost-Benefit Analysis Methods for Port Security Operations. In: pp. 279-302, Decision Making in Service Industries: A Practical Approach, 2012. (Type: Inbook | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe (2012): Investigating the effectiveness of Variance Reduction Techniques in Manufacturing, Call Center and Cross-docking Discrete Event Simulation Models. In: pp. 1-24, Use Cases of Discrete Event Simulation Appliance and Research. Bangsow, Steffen (Ed.). Springer Berlin Heidelberg, 2012. (Type: Inbook | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Aickelin, Uwe (2011): The Dendritic Cell Algorithm for Intrusion Detection. In: pp. 84-102, Bio-Inspired Communications and Networking, IGI Global, 2011. (Type: Inbook | Links | BibTeX)
Greensmith, Julie; Whitbrook, Amanda; Aickelin, Uwe (2010): Artificial Immune Systems. In: pp. 421-448, Handbook of Metaheuristics, 2nd edition, Chapter 14 - Springer, 2010. (Type: Inbook | Links | BibTeX)
Siebers, Peer-Olaf (2010): Worker Performance Modelling in Manufacturing Systems Simulation: The Impact of Human Performance Variation on the Accuracy of Manufacturing Systems Simulation Models. In: pp. Whole book, LAP Lambert Academic Publishing, Saarbrücken, Germany, 2010. (Type: Inbook | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe (2009): Artificial Dendritic Cells: Multi-faceted Perspectives. In: pp. 375-395, Human-Centric Information Processing Through Granular Modelling, 2009. (Type: Inbook | Links | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2009): Self-Organizing Maps in Computer Security. In: pp. 1-30, Computer Security: Intrusion, Detection and Prevention, 2009. (Type: Inbook | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2008): An Immune Inspired Approach to Anomaly Detection. In: pp. Chapter X, Handbook of Research on Information Security and Assurance, 2008. (Type: Inbook | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Cayzer, Steve (2008): Detecting Danger: The Dendritic Cell Algorithm. In: pp. 89-112, Robust Intelligent Systems, 2008. (Type: Inbook | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe (2008): Introduction to Multi-Agent Simulation. In: pp. 554-564, Encyclopaedia of Decision Making and Decision Support Technologies, 2008. (Type: Inbook | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2008): Multi-Agent Simulation and Management Practices. In: pp. 645-652, Encyclopedia of Decision Making and Decision Support Technologies, 2008. (Type: Inbook | Links | BibTeX)
Li, Jingpeng; Aickelin, Uwe (2006): A Bayesian Optimization Algorithm for Nurse Scheduling. In: pp. 315-332, Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, 2006. (Type: Inbook | Links | BibTeX)
Garret, Simon; Robbins, Martin; Walker, Joanne; Wilson, William; Aickelin, Uwe (2006): Modelling Immunological Memory. In: pp. 83-108, In Silico Immunology, 2006. (Type: Inbook | Links | BibTeX)
Siebers, Peer-Olaf (2006): Worker Performance Modeling in Manufacturing Systems Simulation. In: pp. 661-678, Rennard, J.-P., (Ed.). Handbook of Research on Nature Inspired Computing for Economy and Management. Pennsylvania: Idea Group Publishing, 2006. (Type: Inbook | Links | BibTeX)
Siebers, Peer-Olaf (2006): Worker Performance Modeling in Manufacturing Systems Simulation. In: pp. 661-678, Handbook of Research on Nature Inspired Computing for Economy and Management, 2006. (Type: Inbook | Links | BibTeX)
Aickelin, Uwe; Dasgupta, Dipankar (2005): Artificial Immune Systems. In: pp. 375-399, Search Methodologies: Introductory Tutorials in Optimisation and Decision Support Techniques, 2005. (Type: Inbook | Links | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel (2000): The Development of a Fuzzy Expert System for the Analysis of Umbilical Blood. In: pp. 652-668, Fuzzy Systems in Medicine (Eds. Szczepaniak, P., Lisboa, P.J.G. & Kacprzyk, J.), Springer Verlag, 2000. (Type: Inbook | Links | BibTeX)

Inproceedings

Alexandros Ladas Jon Garibaldi, Rodrigo Scarpel; Aickelin, Uwe (2014): Augmented Neural Networks for Modelling Consumer Indebtness. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 2014), pp. 3086-3093, 2014. (Type: Inproceeding | Links | BibTeX)
Diman Hassan, Uwe Aickelin; Wagner, Christian (2014): Comparison of Distance Metrics for Hierarchical Data in Medical Databases. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 2014), pp. 3636-3643, 2014. (Type: Inproceeding | Links | BibTeX)
Jenna M. Reps, Uwe Aickelin; Garibaldi, Jonathan (2014): Tuning a Multiple Classifier System for Side Effect Discovery using Genetic Algorithms. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 2014) , pp. 910-917, IEEE, Beijing, 2014. (Type: Inproceeding | Links | BibTeX)
Josie McCulloch Christian Wagner, Uwe Aickelin (2014): Analysing Fuzzy Sets Through Combining Measures of Similarity and Distance. In: pp. 155-162, 2014. (Type: Inproceeding | Links | BibTeX)
Josie McCulloch Chris Hinde, Christian Wagner Uwe Aickelin (2014): A Fuzzy Directional Distance Measure. In: IEEE International Conference on Fuzzy Systems 2014, pp. 141-148, 2014. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Craig, Tony; Aickelin, Uwe; Rodden, Tom (2014): Variability of Behaviour in Electricity Load Profile Clustering; Who Does Things at the Same Time Each Day?. In: Perner, Petra (Ed.): Advances in Data Mining, pp. 70–84, Springer, Heidelberg, 2014, ISBN: 978-3-319-08975-1. (Type: Inproceeding | Links | BibTeX)
Vu, Tuong Manh; Siebers, Peer-Olaf; Wagner, Christian (2013): Comparison of Crisp Systems and Fuzzy Systems in Agent-Based Simulation: A case study of Soccer Penalties. In: UKCI 2013, The 13th Annual Workshop on Computational Intelligence, University of Surrey, UK, pp. 54 - 61, 2013, ISBN: 978-1-4799-1566-8. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2013): Attributes for Causal Inference in Electronic Healthcare Databases. In: CBMS 2013, The 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, 2013. (Type: Inproceeding | Links | BibTeX)
McCulloch, Josie; Wagner, Christian; Aickelin, Uwe (2013): Extending Similarity Measures of Interval Type-2 Fuzzy Sets to General Type-2 Fuzzy Sets. In: International Conference on Fuzzy Systems 2013 (Fuzz-IEEE 2013), 2013. (Type: Inproceeding | Links | BibTeX)
McCulloch, Josie; Wagner, Christian; Aickelin, Uwe (2013): Measuring the Directional Distance Between Fuzzy Sets. In: UKCI 2013, the 13th Annual Workshop on Computational Intelligence, Surrey University, 2013. (Type: Inproceeding | Links | BibTeX)
Hart, Emma; Read, Mark; McEwan, Chris; Greensmith, Julie; Aickelin, Uwe (2013): On the Role of the AIS Practitioner. In: The 12th European Conference on Artificial Life (ECAL 2013), pp. 891-892, 2013. (Type: Inproceeding | Links | BibTeX)
Benatar, Naisan; Aickelin, Uwe; Garibald, Jonathan (2013): Performance Measurement Under Increasing Environmental Uncertainty In The Context of Interval Type-2 Fuzzy Logic Based Robotic Sailing. In: International Conference on Fuzzy Systems 2013 (Fuzz-IEEE 2013), 2013. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Siebers, Peer-Olaf; Augusto, Douglas; Barbosa, Helio; Aickelin, Uwe (2013): The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios. In: The 12th European Conference on Artificial Life (ECAL 2013), pp. 854-855, 2013. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Siebers, Peer-Olaf; Aickelin, Uwe; Foan, Stephanie (2012): A Beginners Guide to Systems Simulation in Immunology. In: Proceedings of the 11th International Conference on Artificial Immune Systems (ICARIS 2012), pp. 57-71, 2012. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Craig, Tony; Aickelin, Uwe; Rodden, Tom (2012): An Approach for Assessing Clustering of Households by Electricity Usage. In: UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University, 2012. (Type: Inproceeding | Links | BibTeX)
Benatar, Naisan; Aickelin, Uwe; Garibaldi, Jonathan (2012): An investigation into the relationship between type-2 FOU size and environmental uncertainty in robotic control. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8, 2012. (Type: Inproceeding | Links | BibTeX)
Roadknight, Chris; Aickelin, Uwe; Ladas, Alex; Soria, Daniele; Scholefield, John; Durrant, Lindy (2012): Biomarker Clustering of Colorectal Cancer Data to Complement Clinical Classification. In: Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 187 - 191, 2012. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2012): Comparing Data-mining Algorithms Developed for Longitudinal Observational Databases. In: UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University, pp. 1-8, 2012. (Type: Inproceeding | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2012): Detect adverse drug reactions for drug Alendronate. In: Second International Conference on Business Computing and Global Informatization (BCGIN), pp. 820-823, 2012. (Type: Inproceeding | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2012): Detect adverse drug reactions for drug Atorvastatin. In: Fifth International Symposium on Computational Intelligence and Design (ISCID), pp. 213-216, 2012. (Type: Inproceeding | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2012): Detect adverse drug reactions for drug Pioglitazone. In: IEEE 11th International Conference on Signal Processing (ICSP), pp. 1654-1658, 2012. (Type: Inproceeding | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2012): Detect adverse drug reactions for drug Simvastatin. In: Fourth International Conference on Multimedia Information Networking and Security (MINES), pp. 246-249, 2012. (Type: Inproceeding | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2012): Detect adverse drug reactions for the drug Pravastatin. In: 5th International Conference on Biomedical Engineering and Informatics (BMEI), pp. 1188-1192, 2012. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2012): Discovering Sequential Patterns in a UK General Practice Database. In: 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 960-963, 2012. (Type: Inproceeding | Links | BibTeX)
Roadknight, Christopher; Aickelin, Uwe (2012): Extending a Microsimulation of the Port of Dover. In: ORS SW12 Simulation Conference, 2012. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Craig, Tony; Aickelin, Uwe; Rodden, Tom (2012): Finding the creatures of habit; Clustering households based on their flexibility in using electricity. In: Digital Futures 2012, Aberdeen, UK, 2012. (Type: Inproceeding | Links | BibTeX)
Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (2012): Modelling the Effects of User Learning on Forced Innovation Diffusion. In: ORS SW12 Simulation Conference, 2012. (Type: Inproceeding | Links | BibTeX)
Roadknight, Chris; Aickelin, Uwe; Qiu, Guoping; Scholefield, John; Durrant, Lindy (2012): Supervised Learning and Anti-learning of Colorectal Cancer Classes and Survival Rates from Cellular Biology Parameters. In: IEEE International Conference on Systems, Man, and Cybernetics, pp. 797 - 802, 2012. (Type: Inproceeding | Links | BibTeX)
Ladas, Alexandros; Aickelin, Uwe; Garibaldi, Jon; Ferguson, Eamonn (2012): Using Clustering to extract Personality Information from socio economic data. In: UKCI 2012, the 12th Annual Workshop on Computational Intelligence, Heriot-Watt University, 2012. (Type: Inproceeding | Links | BibTeX)
Ahmed, Aslam; Greensmith, Julie; Aickelin, Uwe (2012): Variance in System Dynamics and Agent Based Modelling Using the SIR Model of Infectious Disease. In: Proceedings of the 26th European Conference on Modelling and Simulation (ECMS), Koblenz, Germany, May 2012, pp. 9-15, 2012. (Type: Inproceeding | Links | BibTeX)
Benatar, Naisan; Aickelin, Uwe; Garibaldi, Jonathan (2011): A Comparison of Non-stationary, Type-2 and Dual Surface Fuzzy Control. In: 2011 IEEE International Conference on Fuzzy Systems, pp. 1193 - 1200, 2011. (Type: Inproceeding | Links | BibTeX)
Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (2011): A Three-Dimensional Model of Residential Energy Consumer Archetypes for Local Energy Policy Design in the UK. In: Energy and people: futures, complexity and challenges Conference, 2011. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Aickelin, Uwe; Rodden, Tom (2011): Application of a clustering framework to UK domestic electricity data. In: UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester, pp. 161-166, 2011. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Sherman, Galina; Aickelin, Uwe; Menachof, David (2011): Comparing Decision Support Tools for Cargo Screening Processes. In: The 10th International Conference on Modeling and Applied Simulation (MAS), 12–14 September, Rome, Italy, pp. 31-39, 2011. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Aickelin, Uwe (2011): Comparing System Dynamics and Agent-Based Simulation for Tumour Growth and its Interactions with Effector Cells. In: Proceedings of the International Summer Computer Simulation Conference (SCSC 2011), pp. 15-22, 2011. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Wagner, Christian; Aickelin, Uwe; Rodden, Tom (2011): Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering. In: Digital Engagement 11, Newcastle, November 2011, 2011. (Type: Inproceeding | Links | BibTeX)
Helmi, Hala; Garibaldi, Jon; Aickelin, Uwe (2011): Examining the Classification Accuracy of TSVMs with Feature Selection in Comparison with the GLAD Algorithm. In: UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester, pp. 7-12, 2011. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Feyereisl, Jan; Garibaldi, Jonathan; Aickelin, Uwe; Gibson, Jack; Hubbard, Richard (2011): Investigating the Detection of Adverse Drug Events in a UK General Practice Electronic Health-Care Database. In: UKCI 2011, the 11th Annual Workshop on Computational Intelligence, Manchester, pp. 167-173, 2011. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Siebers, Peer-Olaf; Aickelin, Uwe (2011): Modelling Reactive and Proactive Behaviour in Simulation: A Case Study in a University Organisation. In: GAMEON-ARABIA, 2011. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Feyereisl, Jan; Oates, Robert; Reps, Jenna; Greensmith, Julie; Aickelin, Uwe (2011): Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm. In: Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), LNCS Volume 6825, Cambridge, UK, pp. 173-186, 2011. (Type: Inproceeding | Links | BibTeX)
Foan, Stephanie; Jackson, Andrew; Spendlove, Ian; Aickelin, Uwe (2011): Simulating the Dynamics of T Cell Subsets Throughout the Lifetime. In: Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), LNCS Volume 6825, Cambridge, UK, pp. 71-76, 2011. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Aickelin, Uwe; Siebers, Peer-Olaf (2011): Systems Dynamics or Agent-Based Modelling for Immune Simulation?. In: Proceedings of the 10th International Conference on Artificial Immune Systems (ICARIS 2011), pp. 81-94, 2011. (Type: Inproceeding | Links | BibTeX)
Dent, Ian; Aickelin, Uwe; Rodden, Tom (2011): The Application of a Data Mining Framework to Energy Usage Profiling in Domestic Residences using UK data. In: Buildings Do Not Use Energy, People Do Research Student Conference, Bath, UK, 2011. (Type: Inproceeding | Links | BibTeX)
Gao, Haichang; Ren, Zhongjie; Chang, Xiuling; Liu, Xiyang; Aickelin, Uwe (2010): A New Graphical Password Scheme Resistant to Shoulder-Surfing. In: Proceedings of the International Conference on CyberWorlds, 20-22 October 2010, Singapore, pp. 194-199, 2010. (Type: Inproceeding | Links | BibTeX)
Wang, Liming; Chang, Xiuling; Ren, Zhongjie; Gao, Haichang; Liu, Xiyang; Aickelin, Uwe (2010): Against Spyware Using CAPTCHA in Graphical Password Scheme. In: The 24th IEEE International Conference on Advanced Information Networking and Applications, Perth, Australia, pp. 760-767, 2010. (Type: Inproceeding | Links | BibTeX)
Gao, Haichang; Liu, Honggang; Yao, Dan; Liu, Xiyang; Aickelin, Uwe (2010): An audio CAPTCHA to distinguish humans from computers. In: Third International Symposium on Electronic Commerce and Security, ISECS2010, pp. 265-269, 2010. (Type: Inproceeding | Links | BibTeX)
Hurley, Aaron Christopher; Peters, Andrew; Aickelin, Uwe; Li, Bai; Gowland, Penny (2010): B1 Insensitive Genetically Adjusted Refocusing. In: ISMRM Stockholm, Sweden, May, 2010, 2010. (Type: Inproceeding | BibTeX)
Al-Hammadi, Yousof; Aickelin, Uwe (2010): Behavioural Correlation for Detecting P2P Bots. In: Proceedings of the Second International Conference on Future Networks (ICFN 2010), Sanya, Hainan, China, pp. 323-327, 2010. (Type: Inproceeding | Links | BibTeX)
Gao, Haichang; Chang, Xiuling; Ren, Zhongjie; Aickelin, Uwe; Wang, Liming (2010): Can background baroque music help to improve the memorability of graphical passwords?. In: Proceedings of the International Conference on Image Analysis and Recognition, ICIAR2010, Povoa de Varzim, Portugal, pp. 378-387, 2010. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Aickelin, Uwe (2010): Defining a Simulation Strategy for Cancer Immunocompetence. In: Proceedings of the 9th International Conference on Artificial Immune Systems (ICARIS 2010), pp. 4-17, 2010. (Type: Inproceeding | Links | BibTeX)
Liu, Xiyang; Ren, Zhongjie; Chang, Xiuling; Gao, Haichang; Aickelin, Uwe (2010): Draw a line on your PDA to authenticate. In: The sixth Symposium on Usable Privacy and Security, SOUPS2010, July 14-16, Redmond, WA, pp. 7, 2010. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Aickelin, Uwe (2010): Investigating Immune System Aging: System Dynamics and Agent-Based Modeling. In: Proceedings of the International Summer Computer Simulation Conference (SCSC 2010), pp. 174-181, 2010. (Type: Inproceeding | Links | BibTeX)
Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (2010): Modelling Office Energy Consumption: An Agent Based Approach. In: Proceedings of the 3rd World Congress on Social Simulation (WCSS2010), 5-9 Sep, Kassel, Germany, 2010. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Siebers, Peer-Olaf; Aickelin, Uwe (2010): Modelling Reactive and Proactive Behaviour in Simulation. In: Proceedings of Operational Research Society 5th Simulation Workshop (SW10), Worcestershire, England, pp. 23-31, 2010. (Type: Inproceeding | Links | BibTeX)
Sherman, Galina; Menachof, David; Siebers, Peer-Olaf; Aickelin, Uwe (2010): Scenario Analysis, Decision Trees and Simulation for Cargo Screening. In: UK OR Society Simulation Workshop 2010 (SW10), 23-24 March, Worcestershire, UK, 2010. (Type: Inproceeding | Links | BibTeX)
Sherman, Galina; Siebers, Peer-Olaf; Aickelin, Uwe; Menachof, David (2010): Scenario Analysis, Decision Trees and Simulation for Cost Benefit Analysis of the Cargo Screening Process. In: International Workshop of Applied Modelling and Simulation (WAMS), 5-7 May, Buizos, Brasil, 2010. (Type: Inproceeding | Links | BibTeX)
Gao, Haichang; Ren, Zhongjie; Chang, Xiuling; Liu, Xiyang; Aickelin, Uwe (2010): The effect of baroque music on the PassPoints graphical password. In: ACM International Conference on Image and Video Retrieval, pp. 129-134, 2010. (Type: Inproceeding | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2010): The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms. In: Proceedings of the 9th International Conference on Artificial Evolution (EA 09), LNCS 5975, Strasbourg, France, pp. 122-133, 2010. (Type: Inproceeding | Links | BibTeX)
Lahoz-Beltra, Rafael; Ochoa, Gabriela; Aickelin, Uwe (2009): Cheating for Problem Solving: A Genetic Algorithm with Social Interactions. In: Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada, pp. 811-818, 2009. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Aickelin, Uwe; Siebers, Peer-Olaf (2009): Comparing Simulation Output Accuracy of Discrete Event and Agent Based Models: A Quantitative Approach. In: Proceedings of the Summer Computer Simulation Conference (SCSC 2009), Istanbul, Turkey, pp. 177-184, 2009. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Sherman, Galina; Aickelin, Uwe (2009): Development of a Cargo Screening Process Simulator: A First Approach. In: Proceedigs of the 6th International Mediterranean Modeling Multiconference (EMSS 2009), Tenerife, Spain, pp. 200-209, 2009. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Aickelin, Uwe (2009): Exploration Of The Dendritic Cell Algorithm With The Duration Calculus. In: Proceedings of the 8th International Conference on Artificial Immune Systems (ICARIS 2009), Lecture Notes in Computer Science 5666, York, UK, pp. 54-66, 2009. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Aickelin, Uwe (2009): Integrating Real-Time Analysis With The Dendritic Cell Algorithm Through Segmentation. In: Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, Canada, pp. 1203-1210, 2009. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Aickelin, Uwe; Siebers, Peer-Olaf (2009): Investigating Output Accuracy for a Discrete Event Simulation Model and an Agent Based Simulation Model. In: Proceedings of the INFORMS Simulation Society Research Workshop, June 25-27, 2009, Warwick, UK, pp. 101-105, 2009. (Type: Inproceeding | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2009): Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems. In: Proceedings of the 13th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2009, Orlando, Florida, USA, pp. 272-278, 2009. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Menachof, David; Sherman, Galina; Zimmerman, Peter (2009): Modelling and Analysing Cargo Screening Processes: A Project Outline. In: Proceedings of the INFORMS Simulation Society Research Workshop, June 25-27, 2009, Warwick, UK, pp. 44-47, 2009. (Type: Inproceeding | Links | BibTeX)
Ji, Yongnan; Herve, Pierre-Yves; Aickelin, Uwe; Pitiot, Alain (2009): Parcellation of fMRI Datasets with ICA and PLS-A Data Driven Approach. In: 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, pp. 984 - 991, 2009. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Oates, Robert; Aickelin, Uwe (2009): PCA 4 DCA: The Application Of Principal Component Analysis To The Dendritic Cell Algorithm. In: The 9th Annual Workshop on Computational Intelligence (UKCI 2009), Nottingham, UK, 2009. (Type: Inproceeding | Links | BibTeX)
Andrews, Paul; Timmis, Jon; Owens, Nick; Aickelin, Uwe; et al, (2009): Proceedings (editor). In: Artificial Immune Systems: 8th International Conference, ICARIS 2009, York, UK, 2009. (Type: Inproceeding | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2009): STORM - A Novel Information Fusion and Cluster Interpretation Technique. In: Proceedings of the 10th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 09), Lecture Notes in Computer Science 5788, Burgos, Spain, pp. 208-218, 2009. (Type: Inproceeding | Links | BibTeX)
Figueredo, Grazziela; Aickelin, Uwe; Whitbrook, Amanda (2009): System Dynamics Modelling of the Processes Involving the Maintenance of the Naive T Cell Repertoire. In: Proceedings of the 9th Annual Workshop on Computational Intelligence (UKCI 2009), pp. 13-18, 2009. (Type: Inproceeding | Links | BibTeX)
Hurley, Aaron Christopher; Coxon, Ron; Al-Radaideh, Ali; Aickelin, Uwe; Li, Bai; Gowland, Penny (2009): Tailored Shaping and Time Resampling Functions for Inversion Pulses at 7T. In: International Society for Magentic Resonance in Medicine (ISMRM), Honolulu, USA, April, 2009., 2009. (Type: Inproceeding | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2008): Agent Based Simulation as a Novel Decision Support Tool for Retail Managers. In: Proceedings of the 15th European Conference on Mathematics for Industry (ECMI2008), London, UK, pp. 49, 2008. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2008): An Agent-Based Simulation of In-store Customer Experience. In: Proceedings of the Operational Research Society 4th Simulation Workshop, Worcestershire, UK, pp. 25-41, 2008. (Type: Inproceeding | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2008): An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots. In: Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), LNCS 5132, Phuket, Thailand, pp. 266-278, 2008. (Type: Inproceeding | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe; Byrne, Mike (2008): An Investigation of Sequential Sampling Method for Crossdocking Simulation Output Variance Reduction. In: Proceedings of the 2008 Operational Research Society 4th Simulation Workshop (SW08), Birmingham, UK, pp. 87-96, 2008. (Type: Inproceeding | Links | BibTeX)
Al-Hammadi, Yousof; Aickelin, Uwe; Greensmith, Julie (2008): DCA for Bot Detection. In: Proceedings of the IEEE World Congress on Computational Intelligence (WCCI2008), Hong Kong, pp. 1807-1816, 2008. (Type: Inproceeding | Links | BibTeX)
Al-Hammadi, Yousof; Aickelin, Uwe (2008): Detecting Bots Based on Keylogging Activities. In: Proceedings of the 3rd International Conference on Availability, Reliability and Security (ARES2008), Barcelona, Spain, pp. 896-902, 2008. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Greensmith, Julie; Aickelin, Uwe (2008): Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows. In: Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), LNCS 5132, Phuket, Thailand, pp. 142-153, 2008. (Type: Inproceeding | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2008): Genetic Algorithm Seeding of Idiotypic Networks for Mobile-Robot Navigation. In: Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2008), Madeira, Portugal, pp. 5-13, 2008. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Aickelin, Uwe; Siebers, Peer-Olaf (2008): Modelling and Analysing Human Behaviour in a Department Store using Discrete Event and Agent Based Simulation. In: Annual Operational Research Conference 50 (OR 50), York, UK, pp. 153, 2008. (Type: Inproceeding | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe (2008): Optimisation of a Crossdocking distribution centre simulation model. In: Proceedings of the 2008 International Simulation Multi-Conference (SCS), San Diego, USA, pp. 434-439, 2008. (Type: Inproceeding | Links | BibTeX)
Tedesco, Gianni; Aickelin, Uwe (2008): Real-Time Alert Correlation with Type Graphs. In: Proceedings of the 4th International Conference on Information Systems Security (ICISS 2008), Lecture Notes in Computer Science 5352, Hyderabad, India, pp. 173-187, 2008. (Type: Inproceeding | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe (2008): Reducing Variance in a Crossdocking Simulation Model using Common Random Numbers and Antithetic Variates. In: Annual Operational Research Conference 50 (OR 50), York, UK, 2008. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe (2008): The Deterministic Dendritic Cell Algorithm. In: Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), LNCS 5132, Phuket, Thailand, pp. 291-303, 2008. (Type: Inproceeding | Links | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2008): ToLeRating UR-STD. In: Proceedings of the 2nd International Conference on Emerging Security Information, Systems and Technologies, Cap Esterel, France, pp. 287-293, 2008. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2007): A Multi-Agent Simulation of Retail Management Practices. In: Proceedings of the Summer Computer Simulation Conference (SCSC 2007), San Diego, USA, pp. 959-966, 2007. (Type: Inproceeding | Links | BibTeX)
Gu, Feng; Aickelin, Uwe; Greensmith, Julie (2007): An Agent-based Classification Model. In: The 9th European Agent Systems Summer School, Durham, UK, 2007. (Type: Inproceeding | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2007): Biological Inspiration for Artificial Immune Systems. In: Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil, pp. 300-311, 2007. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe (2007): Dendritic Cells for SYN Scan Detection. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007), pp. 49-56, 2007. (Type: Inproceeding | Links | BibTeX)
Wilson, William; Feyereisl, Jan; Aickelin, Uwe (2007): Detecting Motifs in System Call Sequences. In: Proceedings of the 8th International Workshop on Information Security Applications (WISA2007), Lecture Notes in Computer Science, Jeju, Korea, pp. 157-172, 2007. (Type: Inproceeding | Links | BibTeX)
Majid, Mazlina Abdul; Aickelin, Uwe; Siebers, Peer-Olaf (2007): Human Behaviour Modelling for Discrete Event and Agent Based Simulation:ACase Study. In: Proceedings of the Annual Operational Research Conference 49 (OR 49), Edinburgh, UK, pp. 94, 2007. (Type: Inproceeding | Links | BibTeX)
Abdullah, Salwani; Aickelin, Uwe; Burke, Edmund; Din, Aniza Mohamed; Qu, Rong (2007): Investigating a Hybrid Metaheuristic for Job Shop Rescheduling, Progressin Artificial Life. In: Proceedings of the 3rd Australian Conference on Artificial Life, Gold Coast, Australia, pp. 357-368, 2007. (Type: Inproceeding | Links | BibTeX)
Wilson, William; Birkin, Phil; Aickelin, Uwe (2007): Motif Detection Inspired by Immune Memory. In: Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil, pp. 276-287, 2007. (Type: Inproceeding | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe (2007): Noise Reduction Technique for a Simulation Optimisation Study. In: Annual Operational Research Conference 49 (OR 49), Edinburgh, UK, 2007. (Type: Inproceeding | Links | BibTeX)
Abbass, Hussein; Abdullah, Salwani; Ahmadi, Samad; Aickelin, Uwe; et al, (2007): Proceedings (editor). In: IEEE Computational Intelligence in Scheduling Symposium (CISsched), 2007. (Type: Inproceeding | BibTeX)
Oates, Robert; Greensmith, Julie; Aickelin, Uwe; Garibaldi, Jonathan; Kendall, Graham (2007): The Application of a Dendritic Cell Algorithm to a Robotic Classifier. In: Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007), Lecture Notes in Computer Science 4628, Santos, Brazil, pp. 204-215, 2007. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2007): Understanding Retail Productivity by Simulating Management Practises. In: Proceedings of the EUROSIM Congress on Modelling and Simulation (EUROSIM 2007), Ljubljana, Slovenia, pp. 1-12, 2007. (Type: Inproceeding | Links | BibTeX)
Celia, Helen; Clegg, Chris; Siebers, Peer-Olaf; Aickelin, Uwe (2007): Understanding the Impact of Management Practices and other Factors on Productivity in the UK Retail Sector. In: The 13th European Congress of Work and Organizational Psychology (EAWOP 2007), Stockholm, Sweden, 2007. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2007): Using Intelligent Agents to Understand Management Practices and Retail. In: Proceedings of the Winter Simulation Conference (WSC 2007), Washington, USA, pp. 2212-2220, 2007. (Type: Inproceeding | Links | BibTeX)
Celia, Helen; Clegg, Chris; Robinson, Mark; Siebers, Peer-Olaf; Aickelin, Uwe; Sprigg, Christine (2007): Using Intelligent Agents to Understand Organisational Behaviour. In: British Psychology Society Annual Conference, 2007. (Type: Inproceeding | Links | BibTeX)
Tedesco, Gianni; Aickelin, Uwe (2006): An Immune Inspired Network Intrusion Detection System Utilising Correlation. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK, pp. 16-17, 2006. (Type: Inproceeding | Links | BibTeX)
Chen, Qi; Aickelin, Uwe (2006): Anomaly Detection Using the Dempster-Shafer Method. In: Proceedings of the International Conference on Data Mining (DMIN2006), Las Vegas, USA, pp. 232-238, 2006. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Twycross, Jamie (2006): Articulation and Clarification of the Dendritic Cell Algorithm. In: Proceedings of the 5th International Conference on Artificial Immune Systems, Oeiras, Portugal, pp. 404-417, 2006. (Type: Inproceeding | Links | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2006): Artificial Immune Tissue using Self-Organizing Networks. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK, pp. 5-6, 2006. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Twycross, Jamie; Aickelin, Uwe (2006): Dendritic Cells for Anomaly Detection. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, Canada, pp. 664-671, 2006. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe (2006): Dendritic Cells for Real-Time Anomaly Detection. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK, pp. 7-8, 2006. (Type: Inproceeding | Links | BibTeX)
Al-Hammadi, Yousof; Aickelin, Uwe (2006): Detecting Botnets Through Log Correlation. In: Proceedings of the IEEE / IST Workshop on Monitoring, Attack Detection and Mitigation (MonAM2006), Tübingen, Germany, pp. 97-100, 2006. (Type: Inproceeding | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2006): Experimenting with innate immunity. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK, pp. 18-19, 2006. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Burke, Edmund; Li, Jingpeng (2006): Improved Squeaky Wheel Optimisation for Driver Scheduling. In: Proceedings of the 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Lecture Notes in Computer Science, Reykjavik, Iceland, pp. 182-191, 2006. (Type: Inproceeding | Links | BibTeX)
Tedesco, Gianni; Twycross, Jamie; Aickelin, Uwe (2006): Integrating Innate and Adaptive Immunity in Intrusion Detection. In: Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163, pp. 193-202, 2006. (Type: Inproceeding | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2006): libtissue - implementing innate immunity. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, Canada, pp. 499-506, 2006. (Type: Inproceeding | Links | BibTeX)
Wilson, WIlliam; Birkin, Phil; Aickelin, Uwe (2006): Oil Price Trackers Inspired by Immune Memory. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB06), Bristol, UK, pp. 20-21, 2006. (Type: Inproceeding | Links | BibTeX)
Wilson, William; Birkin, Phil; Aickelin, Uwe (2006): Price Trackers Inspired by Immune Memory. In: Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS2006), Lecture Notes in Computer Science 4163, pp. 362-375, 2006. (Type: Inproceeding | Links | BibTeX)
Adewunmi, Adrian; Aickelin, Uwe (2006): Simulation Optimization of the Crossdock Door Assignment Problem. In: Proceedings of the 2006 OR Society Simulation Workshop, Birmingham, UK, pp. 311-313, 2006. (Type: Inproceeding | Links | BibTeX)
Kim, Jungwon; Wilson, William; Aickelin, Uwe; McLeod, Julie (2005): Cooperative Automated worm Response and Detection ImmuNe ALgorithm. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada, pp. 168-181, 2005. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Cayzer, Steve (2005): Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomoly Detection. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada, pp. 153-167, 2005. (Type: Inproceeding | Links | BibTeX)
Kim, Jungwon; Greensmith, Julie; Twycross, Jamie; 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), Santa Fe, USA, 2005. (Type: Inproceeding | Links | BibTeX)
Tedesco, Gianni; Aickelin, Uwe (2005): Strategic Alert Throttling for Intrusion Detection Systems. In: The 4th WSEAS International Conference on Information Security, Tenerife, Spain, 2005. (Type: Inproceeding | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2005): Towards a Conceptual Framework for Innate Immunity. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada, pp. 112-125, 2005. (Type: Inproceeding | Links | BibTeX)
Bentley, Peter; Greensmith, Julie; Ujjin., Supiya (2005): Two Ways To Grow Tissue for Artificial Immune Systems. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3627, Banff, Canada, pp. 139-152, 2005. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe (2004): Artificial Immune Systems (AIS) - A New Paradigm for Heuristic Decision Making. In: Invited Keynote Talk at the Annual Operational Research Conference, York, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Li, Jingpeng (2004): Bayesian Optimisation for Nurse Scheduling. In: Combinatorial Optimization Conference (CO2004), Lancaster, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Twycross, Jamie (2004): Detecting Danger: Applying a Novel Immunological Concept to Intrusion Detection Systems. In: The 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004), Bristol, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Greensmith, Julie; Twycross, Jamie (2004): Immune System Approaches to Intrusion Detection - A Review. In: Proceedings of the 3rd International Conference on Artificial Immune Systems (ICARIS), pp. 316-329, 2004. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Burke, Edmund; Din, Aniza Mohamed (2004): Investigating Artificial Immune Systems For Job Shop Rescheduling in Changing Environments. In: The 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004), Bristol, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Chen, Qi; Aickelin, Uwe (2004): Movie Recommendation Systems Using An Artificial Immune System. In: The 6th International Conference in Adaptive Computing in Design and Manufacturing (ACDM2004), Bristol, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Chen, Qi (2004): On Affinity Measures for Artificial Immune System Movie Recommenders. In: The 5th International Conference on: Recent Advances in Soft Computing (RASC2004), Nottingham, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Li, Jingpeng; Aickelin, Uwe (2004): The Application of Bayesian Optimization and Classifier Systems in Nurse Scheduling. In: Proceedings of the 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, UK, pp. 581-590, 2004. (Type: Inproceeding | Links | BibTeX)
Schoreels, Cyril; Garibaldi, Jonathan (2004): A preliminary investigation into multi-agent trading simulations using a genetic algorithm. In: Proceedings of UK Computational Intelligence Workshop 2004 (UKCI2004), Loughborough, UK, pp. 62-69, 2004. (Type: Inproceeding | Links | BibTeX)
Schoreels, Cyril; Logan, Brian; Garibaldi, Jonathan (2004): Agent based genetic algorithm employing financial technical analysis for making trading decisions using historical equity market data. In: Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT2004), Beijing, China, pp. 421-424, 2004. (Type: Inproceeding | Links | BibTeX)
Musikasuwan, Salang; Ozen, Turhan; Garibaldi, Jonathan (2004): An Investigation into the Effect of Number of Model Parameters on Performance in Type-1 and Type-2 Fuzzy Logic Systems. In: Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2004), Perugia, Italy, 2004. (Type: Inproceeding | Links | BibTeX)
Ozen, Turhan; Garibaldi, Jonathan; Musikasuwan, Salang (2004): Effect of Type-2 Fuzzy Membership Function Shape on Modelling Variation in Human Decision Making. In: The IEEE International Conference on Fuzzy Systems (FUZZIEEE2004), Budapest, Hungary, 2004. (Type: Inproceeding | Links | BibTeX)
Asmuni, Hishammuddin; Burke, Edmund; Garibaldi, Jonathan (2004): Fuzzy Multiple Ordering Criteria for Examination Timetabling. In: Proceedings of the 5th international conference on the Practice and Theory of Automated Timetabling (PATAT, Pittsburgh, USA, pp. 51-66, 2004. (Type: Inproceeding | Links | BibTeX)
Ozen, Turhan; Garibaldi, Jonathan; Musikasuwan, Salang (2004): Modelling the Variation in Human Decision Making. In: North American Fuzzy Information Processing Society (NAFIPS2004), Banff, Canada, 2004. (Type: Inproceeding | Links | BibTeX)
Andrieux, Alain; Berry, Dave; Garibaldi, Jonathan; Jarvis, Stephen; MacLaren, Jon; Ouelhadj, Djamila; Snelling, Dave (2004): Open Issues in Grid Scheduling. In: The Workshop held at the e-Science Institute, October 21-22nd 2003, 2004. (Type: Inproceeding | Links | BibTeX)
Ozen, Turhan; Garibaldi, Jonathan; Musikasuwan, Salang (2004): Preliminary Investigations into Modelling the Variation in Human Decision Making. In: Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2004), Perugia, Italy, 2004. (Type: Inproceeding | Links | BibTeX)
Wang, Xiao-Ying; Whitwell, Glenn; Garibaldi, Jonathan (2004): The Application of a Simulated Annealing Fuzzy Clustering Algorithm for Cancer Diagnosis. In: Proceedings of the IEEE 4th International Conference on Intelligent System Design and Application, Budapest, Hungary, pp. 467-472, 2004. (Type: Inproceeding | Links | BibTeX)
MacLaren, Jon; Sakellariou, Rizos; Krishnakumar, Krish; Garibaldi, Jonathan; Ouelhadj, Djamila (2004): Towards service level agreement based scheduling on the Grid. In: The 2nd European Across Grids Conference, Nicosia, Cyprus, 2004. (Type: Inproceeding | Links | BibTeX)
Rizos, Jon Maclaren; Maclaren, Jon; Sakellariou, Rizos; Krishnakumar, Krish; Garibaldi, Jonathan; Ouelhadj, Djamila (2004): Towards Service Level Agreement Based Scheduling on the Grid. In: The Workshop on Planning and Scheduling for Web and Grid Services, 2004. (Type: Inproceeding | Links | BibTeX)
Siebers, Peer-Olaf; Baines, Tim; Mason, Steve; Ladbrook, John (2004): Modelling Human Variation in Assembly Line Models. In: The 2004 OR Society Simulation Workshop, 1-2 May, Birmingham, UK, 2004. (Type: Inproceeding | Links | BibTeX)
Mason, Steve; Baines, Tim; Siebers, Peer-Olaf; Ladbrook, John (2004): The Impact of Modelling Human Performance Variation Modelling in a Typical Manufacturing System. In: The 2004 OR Society Simulation Workshop, 1-2 May, Birmingham, UK, 2004. (Type: Inproceeding | BibTeX)
Li, Jingpeng; Aickelin, Uwe (2003): A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem. In: Proceedings of the 2003 Congress for Evolutionary Computation (CEC2003), Canberra, Australia, pp. 2149-2156, 2003. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe (2003): Artificial Immune System and Intrusion Detection Tutorial. In: INtroductory TutoRials in Optimization, Search and decision support methodologies, Nottingham, UK, 2003. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Bentley, Peter; Cayzer, Steve; Kim, Jungwon; McLeod, Julie (2003): Danger Theory: The Link between AIS and IDS?. In: Proceedings of the 2nd International Conference on Artificial Immune Systems (ICARIS2003), LNCS 2787, Edinburgh, UK, pp. 147-155, 2003. (Type: Inproceeding | Links | BibTeX)
Li, Jingpeng; Aickelin, Uwe (2003): Explicit Learning: an Effort towards Human Scheduling Algorithms. In: Proceedings of the 1st Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA2003), Nottingham, UK, pp. 240-241, 2003. (Type: Inproceeding | Links | BibTeX)
Wang, Xiao-Ying; Garibaldi, Jonathan; Ozen, Turhan (2003): Application of The Fuzzy C-Means Clustering Method on the Analysis. In: Proceedings of the 8th Australian and New Zealand Conference on Intelligent Information Systems, Sydney, Australia, pp. 233-238, 2003. (Type: Inproceeding | Links | BibTeX)
Garibaldi, Jonathan; John, Robert Ivor (2003): Choosing Membership Functions of Linguistic Terms. In: The IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2003), St Louis, USA, 2003. (Type: Inproceeding | Links | BibTeX)
Ozen, Turhan; Garibaldi, Jonathan (2003): Investigating Adaptation in Type-2 Fuzzy Logic Systems Applied to Umbilical Acid-Base Assessment. In: The 3rd International Conference of the European Network of Intelligent Technologies (EUNITE2003), Oulu, Finland, 2003. (Type: Inproceeding | Links | BibTeX)
Greensmith, Julie; Cayzer, Steve (2003): An Artificial Immune Approach to Semantic Document Classification. In: Proceedings of the 2nd International Conference on Artificial Immune Systems (ICARIS2003), LNCS 2787, Edinburgh, UK, pp. 136-146, 2003. (Type: Inproceeding | Links | BibTeX)
Staggemeier, Andrea; Clark, Alistair; Aickelin, Uwe; Smith, Jim (2002): A hybrid genetic algorithm to solve a lot-sizing and scheduling problem. In: The 16th triennial conference of the International Federation of Operational Research Societies (IFORS2002), Edinburgh, UK, 2002. (Type: Inproceeding | Links | BibTeX)
Cayzer, Steve; Aickelin, Uwe (2002): A Recommender System based on the Immune Network. In: Proceedings of the Congress on Evolutionary Computation (CEC2002), Hilton Hawaiian Village Hotel, Honolulu, Hawaii, pp. 807-813, 2002. (Type: Inproceeding | Links | BibTeX)
Morrison, Tom; Aickelin, Uwe (2002): An Artificial Immune System as a Recommender System for Web Sites. In: Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK, pp. 161-169, 2002. (Type: Inproceeding | Links | BibTeX)
Cayzer, Steve; Aickelin, Uwe (2002): On the Effects of Idiotypic Interactions for Recommendation Communities in Artificial Immune Systems. In: Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK, pp. 154-160, 2002. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Bull, Larry (2002): Partnering Strategies for Fitness Evaluation in a Pyramidal Evolutionary Algorithm. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2002), New York, USA, pp. 263-270, 2002. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe; Cayzer, Steve (2002): The Danger Theory and Its Application to Artificial Immune Systems. In: Proceedings of the 1st International Conference on ARtificial Immune Systems (ICARIS 2002), Canterbury, UK, pp. 141-148, 2002. (Type: Inproceeding | Links | BibTeX)
Hirschmuller, Heiko; Innocent, Peter; Garibaldi, Jonathan (2002): Fast Unconstrained Camera Motion Estimation from Stereo without Tracking and Robust Statistics. In: Proceedings of the 7th International Conference on Control, Automation, Robotics and Vision, Singapore, pp. 1099-1104, 2002. (Type: Inproceeding | Links | BibTeX)
King, Heidi; Garibaldi, Jonathan; Rogerson, Simon (2002): Intelligent Medical Systems: Partner or Tool?. In: The 6th ETHICOMP International Conference on the Social and Ethical Impacts of Information and Communication Technologies, Lisbon, Portugal, 2002. (Type: Inproceeding | BibTeX)
Aickelin, Uwe (2001): A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems. In: Proceedings of the 2001 Genetic and Evolutionary Computation Conference (GECCO), San Francisco, USA, pp. 1-8, 2001. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe (2001): A Pyramidal Genetic Algorithm for Multiple-Choice Problems. In: Annual Operational Research Conference 43, Bath, UK, 2001. (Type: Inproceeding | Links | BibTeX)
King, Heidi; Garibaldi, Jonathan; Rogerson, Simon (2001): Towards the Identification of Intelligent Systems Currently in Routine Use in Medicine and Dentistry. In: Proceedings of the 2nd International Conference of The European Society or Fuzzy Logic and Technology (EUSFLAT 2001), Leicester, UK, pp. 435-438, 2001. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe (2000): A New Genetic Algorithm for Set Covering Problems. In: Annual Operational Research Conference 42, 2000. (Type: Inproceeding | Links | BibTeX)
Adama-Acquah, Robert; Garibaldi, Jonathan; Symonds., Ian (2000): A Preliminary Fuzzy Model to Identify Abnormal Cervical Smears Using Fourier Transform Infrared Spectroscopy. In: Proceedings of RASC 2000, Leicester, UK, pp. 135-142, 2000. (Type: Inproceeding | BibTeX)
Skinner, Jonathan; Garibaldi, Jonathan; Curnow, John; Ifeachor, Emmanuel (2000): Intelligent Fetal Heart Rate Analysis. In: Proceedings of MEDSIP 2000, Bristol, UK, pp. 14-21, 2000. (Type: Inproceeding | Links | BibTeX)
Skinner, Jonathan; Garibaldi, Jonathan; Ifeachor, Emmanuel (1999): A Fuzzy System for Fetal Heart Rate Assessment. In: Proceedings of the 6th Fuzzy Days Conference, Dortmund, Germany, pp. 20-29, 1999. (Type: Inproceeding | Links | BibTeX)
Aickelin, Uwe (1998): Nurse Rostering with Genetic Algorithms. In: Young Operational Research Conference 12, 1998. (Type: Inproceeding | Links | BibTeX)
Garibaldi, Jonathan; Burn-Thornton, Katheryn (1998): A Comparison of Radial-Basis-Function Networks and Other Non-Network Classification Techniques on Medical Data. In: Proceedings of The Recent Advances in Software Computing (RASC 1998), De Montfort University, Leicester, pp. 81-92, 1998. (Type: Inproceeding | BibTeX)
Ifeachor, Emmanuel; Garibaldi, Jon; Skinner, Jonathan (1998): Intelligent Decision Support Tools for the Management of Labour: The INFANT and DataCare Expert Systems. In: Proceedings of the IEE Colloquium on Intelligent Decision Support in Clinical Practice, London, UK, pp. 1-7, 1998. (Type: Inproceeding | Links | BibTeX)
Burn-Thornton, Kathryn; Garibaldi, Jonathan; Mahdi, Abdulhussain (1998): Pro-Active Network Management using Data Mining. In: Proceedings of IEEE GLOBECOM 98, Sydney, Australia, pp. 1208-1211, 1998. (Type: Inproceeding | Links | BibTeX)
Garibaldi, Jonathan; Tilbury, Julian; Ifeachor, Emmanuel (1998): The Validation of a Fuzzy Expert System for Umbilical Cord Acid-Base Analysis. In: Proceedings of the 3rd International Conference on Neural Networks and Expert Health Systems in Medicine and Healthcare, Singapore, pp. 230-240, 1998. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel (1997): A Novel Interpretation of Umbilical Acid-Base Balance. In: The 4th International Symposium on Intrapartum Surveillance, Paris, France, 1997. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel (1997): The Development of a Fuzzy Expert System for Umbilical Acid-Base Analysis. In: The 5th Fuzzy Days Conference, Dortmund, Germany, 1997. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel (1996): The Comparison of a Crisp and Fuzzy Expert System with Practising and Expert Clinicians. In: Proceedings of the 2nd International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, Plymouth, UK, pp. 229-237, 1996. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel; Greene, Keith (1996): The Development of a Crisp and Fuzzy Expert System for the Analysis of Umbilical Cord Blood at Delivery. In: Proceedings of the 3rd World Congress on Expert Systems, Seoul, Korea, pp. 202-209, 1996. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel; Greene, Keith (1995): An Intelligent Computer System for the Analysis and Interpretation of Umbilical Cord Blood Sampling. In: The 27th British Congress of Obstetrics and Gynaecology, Dublin, Ireland, 1995. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Ifeachor, Emmanuel; Greene, Keith (1995): Interrelationships between Validated Umbilical Cord Acid-Base Parameters and Apgar Scores. In: The 3rd International Symposium on Intrapartum Surveillance, Dublin, Ireland, 1995. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel; Greene, Keith (1994): An Expert System for Umbilical Cord Blood Gas Analysis: The Importance of Quality Data. In: The IEEE Colloquium on Monitoring in Obstetrics and Gynaecology, London, UK, 1994. (Type: Inproceeding | BibTeX)
Garibaldi, Jonathan; Westgate, Jennifer; Ifeachor, Emmanuel; Greene, Keith (1994): The Development of an Expert System for the Analysis of Umbilical Cord Blood at Delivery. In: Proceedings of the International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, Plymouth, UK, pp. 394-402, 1994. (Type: Inproceeding | BibTeX)

Misc

Greensmith, Julie; Aickelin, Uwe; Cayzer, Steve (2008): Detecting Danger: The Dendritic Cell Algorithm. HP Laboratories Report HPL-2008-200, 2008. (Type: Misc | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Battisti, Giuliana; Celia, Helen; Clegg, Chris; Fu, Xiaolan; Hoyos, Raphael De; Iona, Alfonsiana; Petrescu, Alina; Peixoto, Adriano (2008): Enhancing Productivity: The Role of Management Practices. AIM Working Paper Series Number 065, 2008. (Type: Misc | Links | BibTeX)
Greensmith, Julie (2007): The Dendritic Cell Algorithm. PhD Thesis, School of Computer Science, University of Nottingham, 2007. (Type: Misc | Links | BibTeX)
Li, Jingpeng; Aickelin, Uwe; Burke, Edmund (2006): A Component Based Heuristic Search Method with Adaptive Perturbations. Technical Report NOTTCS-TR-2007-4, 2006. (Type: Misc | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Cayzer, Steve (2005): Introducing Dendritic Cells as a Novel Immune-Inspired Algorith for Anomoly Detection. Research Report HPL-2005-117, 2005. (Type: Misc | Links | BibTeX)
Wilson, William; Aickelin, Uwe (2005): Memory Implementations - Current Alternatives. University of Nottingham, Computer ScienceTechnical Report, 2005. (Type: Misc | Links | BibTeX)
Siebers, Peer-Olaf (2004): The Impact of Human Performance Variation on the Accuracy of Manufacturing System Simulation Models. PhD Thesis, Cranfield University, 2004. (Type: Misc | Links | BibTeX)
Tedesco, Gianni; Aickelin, Uwe (2003): Adaptive Alert Throttling for Intrusion Detection Systems. University of Nottingham, Computer ScienceTechnical Report, 2003. (Type: Misc | Links | BibTeX)
Aickelin, Uwe; Bentley, Peter; Cayzer, Steve; Kim, Jungwon; McLeod, Julie (2003): Danger Theory: The Link between AIS and IDS?. Research Report HPL-2003-138, 2003. (Type: Misc | Links | BibTeX)
Greensmith, Julie (2003): New Frontiers for an Artificial Immune System. MSc Thesis, University of Leeds, 2003. (Type: Misc | Links | BibTeX)
Cayzer, Steve; Aickelin, Uwe (2002): An Artificial Immune System Based Recommender. Research Report HPL-2002-1, 2002. (Type: Misc | Links | BibTeX)
Cayzer, Steve; Aickelin, Uwe (2002): On the Effects of Idiotypic Interactions for Recommendation Communities in Artificial Immune Systems. Research Report BICAS-2002-15, 2002. (Type: Misc | Links | BibTeX)
Aickelin, Uwe; Cayzer, Steve (2002): The Danger Theory and Its Application to Artificial Immune Systems. Research Report HPL-2002-244, 2002. (Type: Misc | Links | BibTeX)
Aickelin, Uwe (1999): Genetic Algorithms for Multiple-Choice Problems. PhD Thesis, University of Wales (Swansea), 1999. (Type: Misc | Links | BibTeX)
Garibaldi, Jonathan (1997): Intelligent Techniques for Handling Uncertainty in the Assessment of Neonatal Outcome. PhD Thesis, University of Plymouth, 1997. (Type: Misc | Links | BibTeX)
Aickelin, Uwe (1996): Dienstplanerstellung in Krankenhaeusern mittels genetischer Algorithmen. Thesis, University of Mannheim, Germany, 1996. (Type: Misc | Links | BibTeX)

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