Prof Uwe Aickelin

Professor of Computer Science

  • Mathematical & Computational Modelling
  • (Un)Supervised Data Mining
  • Agent Based & Discrete Event Simulation
  • Nature-Inspired Algorithms
  • Health, Security and Digital Economy
aickelin

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 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 200 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 Concurrent Professor and Special Professor respectively.

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

Completed Projects

Esteem

Distinctions

  • Appointed as Concurrent Professor at Fudan University (2015)
  • Appointed as Special Professor at Shenzhen University (2014)
  • Best Paper at the Industrial conference or Data Mining 2014 – ICDM
  • External Examiner for Computer Science UG & PGT at De Montfort University (2010-2013)
  • Vice Chair of the 8th International Conference on Artificial Immune Systems, York, UK (2009)
  • Best Paper at the World Multiconference on Systemics, Cybernetics and Informatics (2009)
  • Advanced EPSRC Research Fellowship [EP/D071976/1] (2007-2012)
  • Best Paper at the International Conference on Artificial Immune Systems (2007)
  • Best Paper at the International Conference on Artificial Immune Systems (2006)
  • Principal Investigator of the largest EPSRC Adventure Grant [GR/S47809/01] (2004 – 2007)
  • EPSRC College Member (2003 – present)
  • Fellow of the Higher Education Academy [FHEA] (2002)

Editorships

  • Editorial Board member of Health Information Science and Systems (2014-present)
  • Editorial Board member of Evolutionary Intelligence (2008-present)
  • Associate Editor of the IEEE Transactions on Evolutionary Computation (2007-present)
  • Associate Editor of the Journal of the Operational Research Society (2003-2011)

Keynotes

  • Dagstuhl Seminar on Artificial Immune Systems, Dagstuhl, Germany (2011)
  • International Workshop on Nature Inspired Computation and Applications, Heifei, China (2010)
  • TradeTech Architecture, London, UK (2010)
  • National Taught Course Centre in Operational Research, Nottingham, UK (2008)
  • 6th International Conference on Artificial Immune Systems ICARIS, Santos, Brazil (2007)
  • MIS Information Security Conference – InfoSec World, Rovaniemi, Finland (2006)
  • Symposium on Modern Optimization Method, Ghent, Belgium (2005)
  • Annual Operational Research Conference, York, UK (2004)
  • Introductory Tutorials in Optimisation, Search and Decision Support, Nottingham, UK (2003)

Impact

  • Experian: sponsored PhD student to investigate psychologically plausible data mining (2010-2015)
  • GCHQ: sponsored postdoc to investigate new methods for risk assessment (2010-2014)
  • UKBA: 4 year project to optimise Calais-Dover security checks (2009-2013)
  • John Lewis: 3 year project about the effect of management practises on productivity (2007-2010)
  • Netfort: PhD CASE award for computer security scenario analysis (2004-2008)
  • Hewlett Packard: 8 year collaboration into new anomaly detection algorithms (2002-2010)

Leadership

  • Representing the University of Nottingham at the Energy Technology Institute’s commissioning and stage-gating panels (2014-present)
  • Computer Science twice winning the Student Union’s ‘best school’ Oscar (2013-2014 and 2014-2015)
  • Member of The University of Nottingham’s Research Board, Space Management Committee, Senate and Faculty of Science Executive (2012–present)
  • Mentor and chair of numerous Cross-Science and Engineering EPSRC panels and meetings, e.g. Science Fellowships, Future Leaders Workshops, IDEAS factory Sandpits (2008-present)
  • Leader of the 2014 REF Computer Science submission. Computer Science entering the top 10 for Research Power being the 5th largest climber for QR market share (2009-2014).
  • Member of the Steering Committee of the BBSRC / EPSRC Centre for Plant Integrative Biology CPIB (2010-2013)
  • Strategic Advisor to EPSRC’s ICT team covering Physics, Computer Science, Mathematics and Engineering (2009-2013). Exceptionally renewed twice and extended to Complexity Sciences.
  • Leader of the EPSRC Cargo Screening Research Network – a £5m EPSRC initiative that involved some 20 Universities and Government agencies. (2008-2012)
  • ESRC Advanced Institute of Management Research Director’s group member (2006-2010)
  • Lead fellow and Network Manager of the £1.2m ESRC/EPSRC IDEAS Factory Productivity Initiative – co-ordinating 5 projects across some 10 Universities (2006-2009)
  • Executive Board Member of the EPSRC Network for Artificial Immune Systems (2003-2006)
  • 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 list of publications, please see also Google Scholar.

225 entries « 1 of 2 »

Journal Article

Figueredo, Grazziela; Siebers, Peer-Olaf; Aickelin, Uwe; Whitbrook, Amanda; Garibaldi, Jonathan (2015): Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence. In: PLOS One, 10 (3), 2015, ISBN: e0118359. (Type: Journal Article | Links | BibTeX)
Scarpel, Rodrigo; Ladas, Alexandros; Aickelin, Uwe (2015): Indebted households profiling: a knowledge discovery from database approach. In: Annals of Data Science, pp. tba, 2015. (Type: Journal Article | Links | BibTeX)
Liu, Yihui; Aickelin, Uwe (2015): 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), 7 (3), pp. 68-85, 2015. (Type: Journal 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: Journal 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: Journal 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, 26 (4), pp. 493-517, 2014. (Type: Journal Article | Links | BibTeX)
Figueredo, Grazziela; Siebers, Peer-Olaf; Owen, Markus; Reps, Jenna; Aickelin, Uwe (2014): Comparing Stochastic Differential Equations and Agent-Based Modelling and Simulation for Early-Stage Cancer. In: PLoS ONE, 9 (4), pp. e95150, 2014. (Type: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal Article | Links | BibTeX)
Yu, Lei; Zhang, Tao; Siebers, Peer-Olaf; Aickelin, Uwe (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: Journal 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: Journal Article | Links | BibTeX)
Feyereisl, Jan; Aickelin, Uwe (2012): Privileged Information for Data Clustering. In: Information Sciences, 194 , pp. 4-23, 2012. (Type: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal Article | Links | BibTeX)
Twycross, Jamie; Aickelin, Uwe (2010): Information Fusion in the Immune System. In: Information Fusion, 11 (1) , pp. 35-44, 2010. (Type: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal Article | Links | BibTeX)
Aickelin, Uwe (2008): Special issue on artificial immune systems - editorial. In: Evolutionary Intelligence, 1 (2) , pp. 83-84, 2008. (Type: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal 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: Journal Article | Links | BibTeX)
Aickelin, Uwe; White, Paul (2004): Building Better Nurse Scheduling Algorithms. In: Annals of Operations Research, 128 , pp. 159-177, 2004. (Type: Journal 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: Journal 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: Journal Article | Links | BibTeX)
Aickelin, Uwe; Dowsland, Kathryn (2002): Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem. In: Journal of Heuristics, 8 (5) , pp. 503-514, 2002. (Type: Journal 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: Journal Article | Links | BibTeX)

Book Chapters

Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2014): Towards the development of a simulator for investigating the impact of people management practices on retail performance. In: Taylor, Simon JE (Ed.): Chapter 7, pp. 97–132, Palgrave Macmillan, 2014. (Type: Book Chapter | Links | BibTeX)
Aickelin, Uwe; Dasgupta, Dipankar; Gu, Feng (2014): Artificial Immune Systems. In: pp. 187-211, Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques, 2nd edition, Springer, 2014. (Type: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | Links | BibTeX)
Greensmith, Julie; Aickelin, Uwe; Cayzer, Steve (2008): Detecting Danger: The Dendritic Cell Algorithm. In: pp. 89-112, Robust Intelligent Systems, 2008. (Type: Book Chapter | 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: Book Chapter | Links | BibTeX)
Siebers, Peer-Olaf; Aickelin, Uwe; Celia, Helen; Clegg, Chris (2008): Multi-Agent Simulation and Management Practices. In: pp. 645-652, Encyclopaedia of Decision Making and Decision Support Technologies, 2008. (Type: Book Chapter | 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: Book Chapter | 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: Book Chapter | 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: Book Chapter | Links | BibTeX)

Inproceedings

Jenna Reps Zhaoyang Guo, Haoyue Zhu Uwe Aickelin (2015): Identifying Candidate Risk Factors for Prescription Drug Side Effects Using Causal Contrast Set Mining. In: Health Information Science (4th International Conference, HIS 2015, Melbourne, Australia, May 28-30), pp. 45-55, Lecture Notes in Computer Science, 2015. (Type: Inproceeding | Links | BibTeX)
Ladas, Alexandros; Ferguson, Eamonn; Garibaldi, Jon; Aickelin, Uwe (2014): A Data Mining framework to model Consumer Indebtedness with Psychological Factors. In: IEEE International Conference of Data Mining: The Seventh International Workshop on Domain Driven Data Mining 2014 (DDDM 2014), 2014. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Aickelin, Uwe (2014): Incorporating Spontaneous Reporting System Data to Aid Causal Inference in Longitudinal Healthcare Data. In: IEEE International Conference of Data Mining: The Fifth Workshop on Biological Data Mining and its Applications in Healthcare, 2014. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Aickelin, Uwe; Ma, Jiangang; Zhang, Yanchun (2014): Refining Adverse Drug Reactions using Association Rule Mining for Electronic Healthcare Data. In: IEEE International Conference of Data Mining: Data Mining in Biomedical Informatics and Healthcare (DMBIH) Workshop 2014, 2014. (Type: Inproceeding | Links | BibTeX)
Reps, Jenna; Aickelin, Uwe; Garibaldi, Jonathan; Damski, Chris (2014): Personalising Mobile Advertising Based on Users’ Installed Apps. In: IEEE International Conference of Data Mining: The 4th International Workshop on Data Mining for Service (DMS), 2014. (Type: Inproceeding | Links | BibTeX)
Ladas, Alexandros; Garibaldi, Jonathan; Scarpel, Rodrigo; 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)
Hassan, Diman; Aickelin, Uwe; 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)
Reps, Jenna; Aickelin, Uwe; 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)
McCulloch, Josie; Wagner, Christian; Aickelin, Uwe (2014): Analysing Fuzzy Sets Through Combining Measures of Similarity and Distance. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 2014), pp. 155-162, 2014. (Type: Inproceeding | Links | BibTeX)
McCulloch, Josie; Hinde, Chris; Wagner, Christian; Aickelin, Uwe (2014): A Fuzzy Directional Distance Measure. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 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)
Roadknight, Chris; Aickelin, Uwe; Scholefield, John; Durrant, Lindy (2013): Ensemble learning of colorectal cancer survival rates. In: IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) 2013, pp. 82 - 86, 2013. (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, pp. 548 - 549, 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), pp. 955-962, 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, pp. 38-45, 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; Garibaldi, 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), pp. 1197-1204, 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)
liu, Yihui; Aickelin, Uwe (2012): Detect Adverse drug reactions for drug Aspirin. In: IEEE fifth International Conference on Advanced Computational Intelligence (ICACI), pp. 234-237, 2012. (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)
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: Proceedings 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 Magnetic Resonance in Medicine (ISMRM), Honolulu, USA, 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: A Case 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. 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)
Rong Qu Uwe Aickelin, Chris Beck Jacek Blazewicz Ken Brown Peter Brucker Edmund Burke Alex Coddington Maria Fox Jon Garibaldi Tao Gong Tim Grant Graham Kendall Raymond Kwan Dario Landa-Silva John Levine Derek Long Lee McCluskey Barry McCollum Natalio Krasnogor Sanja Petrovic Julie Porteous Patrick Prosser Sam Steel Andrew Tuson (2006): PlanSIG 2006. In: Proceedings of the 25th Workshop of the UK Planning and Scheduling Special Interest Group (editor), 2006. (Type: Inproceeding | 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)
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)
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)
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