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Aickelin, Uwe, Reps, Jenna M., Siebers, Peer-Olaf and Li, Peng (2018) Using simulation to incorporate dynamic criteria into multiple criteria decision making. Journal of the Operational Research Society, 69 (7). pp. 1021-1032. ISSN 1476-9360

Tran, Trung Hieu, Mao, Yong, Nathanail, C. Paul, Siebers, Peer-Olaf and Robinson, Darren (2018) Integrating Slacks-based Measure of Efficiency and Super-efficiency in Data Envelopment Analysis. Omega, 85 . pp. 156-165. ISSN 0305-0483

Tran, Trung Hieu, Mao, Yong, Nathanail, Paul, Siebers, Peer-Olaf and Robinson, Darren (2018) Integrating slacks-based measure of efficiency and super-efficiency in data envelopment analysis. Omega . ISSN 0305-0483

Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2016) Simulating user learning in authoritative technology adoption: an agent based model for council-led smart meter deployment planning in the UK. Technological Forecasting and Social Change, 106 . pp. 74-84. ISSN 0040-1625

Figueredo, Grazziela P., Siebers, Peer-Olaf, Aickelin, Uwe, Whitbrook, Amanda and Garibaldi, Jonathan M. (2015) Juxtaposition of system dynamics and agent-based simulation for a case study in immunosenescence. PLoS ONE, 10 (3). e0118359/1-e0118359/20. ISSN 1932-6203

Figueredo, Grazziela P., Siebers, Peer-Olaf, Owen, Markus R., Reps, Jenna and Aickelin, Uwe (2014) Comparing stochastic differential equations and agent-based modelling and simulation for early-stage cancer. PLoS ONE, 9 (4). e95150. ISSN 1932-6203

Figueredo, Grazziela P., Siebers, Peer-Olaf and Aickelin, Uwe (2013) Investigating mathematical models of immuno-interactions with early-stage cancer under an agent-based modelling perspective. BMC Bioinformatics, 14 (Spl. 6). S6. ISSN 1471-2105

Figueredo, Grazziela P., Siebers, Peer-Olaf and Aickelin, Uwe (2013) Investigating mathematical models of immuno-interactions with early-stage cancer under an agent-based modelling perspective. BMC Bioinformatics, 14 (Su . ISSN 1471-2105

Yu, Lei, Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2012) Modelling electrical car diffusion based on agents. International Journal of Digital Content Technology and its Applications (JDCTA), 6 (19). pp. 424-431. ISSN 1975-9339

Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2012) A three-dimensional model of residential energy consumer archetypes for local energy policy design in the UK. Energy Policy, 47 . pp. 102-110. ISSN 0301-4215

Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2011) Modelling electricity consumption in office buildings: an agent based approach. Energy and Buildings, 43 (10). pp. 2882-2892. ISSN 1872-6178

Siebers, Peer-Olaf and Aickelin, Uwe (2011) A first approach on modelling staff proactiveness in retail simulation models. Journal of Artificial Societies and Social Simulation, 14 (2). pp. 1-25. ISSN 1460-7425

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris W. (2010) Simulating customer experience and word-of-mouth in retail: a case study. Simulation, 86 (1). pp. 5-30. ISSN 0037-5497

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris (2010) Towards the development of a simulator for investigating the impact of people management practices on retail performance. Journal of Simulation . ISSN 1747-7778 (In Press)

Abdul Majid, Mazlina, Aickelin, Uwe and Siebers, Peer-Olaf (2009) Comparing simulation output accuracy of discrete event and agent based models: a quantitative approach. Proceedings of the Summer Computer Simulation Conference, 2009 . pp. 177-184.

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris (2009) Modelling and simulating retail management practices: a first approach. International Journal of Simulation and Process Modelling, 5 (3). pp. 215-232. ISSN 1740-2131

Siebers, Peer-Olaf, Aickelin, Uwe, Battisti, Giuliana, Celia, Helen, Clegg, Chris, Fu, Xiaolan, Hoyos, Raphael De, Iona, Alfonsiana, Petrescu, Alina and Peixoto, Adriano (2008) Enhancing productivity: the role of management practices. AIM Research Working Paper Series, 065 . pp. 1-42. ISSN 1744-0017

Conference or Workshop Item

Dediu, Alexandra, Landa-Silva, Dario and Siebers, Peer-Olaf (2018) An agent based modelling approach for the office space allocation problem. In: 2018 European Modeling and Simulation Symposium (EMSS 2018), 17-19 September 2018, Budapest, Hungary.

Thaler, Jonathan, Altenkirch, Thorsten and Siebers, Peer-Olaf (2018) Pure functional epidemics. In: 30th Symposium on Implementation and Application of Functional Languages, 5-7 September 2018, Lowell, Massachusetts, USA.

Mashuk, Md. Shadab, Pinchin, James, Siebers, Peer-Olaf and Moore, Terry (2018) A smart phone based multi-floor indoor positioning system for occupancy detection. In: IEEE/ION PLANS 2018, 23-26 Apr 2018, Monterey, USA.

Siebers, Peer-Olaf, Deng, YuFeng, Thaler, Jonathan, Schnädelbach, Holger and Özcan, Ender (2018) Proposal of a design pattern for embedding the concept of social forces in human centric simulation models. In: Operational Research Society Simulation Workshop 2018 (SW18 ), 19-21 March 2018, Stratford, Worcestershire. (In Press)

Chapman, Jacob, Siebers, Peer-Olaf and Robinson, Darren (2017) Multi-agent stochastic simulation of occupants for building simulation. In: Building Simulation 2017, 15th IBPSA Conference, 7-9 August 2017, San Francisco, CA, USA.

Zakhary, Sameh, Allen, Andrew, Siebers, Peer-Olaf and Robinson, Darren (2016) A computational workflow for urban micro-simulation of buildings' energy performance. In: Urban Transitions Global Summit 2016, 5-9 September 2016, Shanghai, China.

Perkins, Adam, Ryan, Brendan and Siebers, Peer-Olaf (2015) Modelling and simulation of rail passengers to evaluate methods to reduce dwell times. In: 14th International Conference on Modeling and Applied Simulation, MAS 2015, 21-23 September 2015, Bergeggi, Italy.

Figueredo, Grazziela P., Siebers, Peer-Olaf, Augusto, Douglas A., Barbosa, Helio J.C. and 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), 2-6 Sept 2013, Taormina, Italy.

Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2012) Modelling the effects of user learning on forced innovation diffusion. In: ORS SW12 Simulation Conference, 27-28 Mar 2012, Worcestershire, England.

Zhang, Tao, Siebers, Peer-Olaf and 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, 20-21 Sept 2011, Oxford, England. (Unpublished)

Siebers, Peer-Olaf, Sherman, Galina, Aickelin, Uwe and Menachof, David (2011) Comparing decision support tools for cargo screening processes. In: 10th International Conference on Modeling and Applied Simulation, 12-14 September 2011, Rome, Italy. (Submitted)

Zhang, Tao, Siebers, Peer-Olaf and Aickelin, Uwe (2010) Modelling office energy consumption: an agent based approach. In: 3rd World Congress on Social Simulation (WCSS2010), 6-9 Sept 2010, Kassel, Germany.

Sherman, Galina, Menachof, David, Siebers, Peer-Olaf and Aickelin, Uwe (2010) Scenario analysis, decision trees and simulation for cargo screening. In: Operational Research Society Simulation Workshop 2010, 23-24 March 2010, Worcestershire, UK. (Unpublished)

Siebers, Peer-Olaf, Sherman, Galina and Aickelin, Uwe (2009) Development of a cargo screening process simulator: a first approach. In: 6th International Mediterranean Modeling Multiconference (EMSS 2009), 23-25 Sept. 2009, Tenerife, Spain.

Abdul Majid, Mazlina, Aickelin, Uwe and Siebers, Peer-Olaf (2009) Investigating output accuracy for a discrete event simulation model and an agent based simulation model. In: 2009 INFORMS Simulation Society Research Workshop: Simulation: At the Interface of Modeling and Analysis, 25-27 June 2009, Warwick, UK.

Siebers, Peer-Olaf, Aickelin, Uwe, Menachof, David and Sherman, Galina (2009) Modelling and analysing cargo screening processes: a project outline. In: 2009 INFORMS Simulation Society Research Workshop: Simulation: At the Interface of Modeling and Analysis, 25-27 June 2009, Warwick, UK.

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris (2008) Agent based simulation as a novel decision support tool for retail managers. In: ECMI 2008 - European Consortium for Mathematics in Industry, 30 June - 4 July 2008, London, UK. (Unpublished)

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris (2008) An agent-based simulation of in-store customer experiences. In: Operational Research Society 4th Simulation Workshop, Worcestershire, UK, Worcestershire, UK.

Majid, Mazlina Abdul, Aickelin, Uwe and 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), 9-11 September 2008, York, UK. (Unpublished)

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Christopher (2007) A Multi-Agent Simulation of Retail Management Practices. In: Proceedings of the Summer Computer Simulation Conference (SCSC 2007), San Diego, USA.

Majid, Mazlina, Aickelin, Uwe and Siebers, Peer-Olaf (2007) Human Behavious Modelling for Discrete Event and Agent Based Simulation: A Case Study. In: Annual Operational Research Conference 49 (OR 49), Edinburgh, UK.

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Christopher (2007) Understanding Retail Productivity by Simulating Management Practices. In: Proceedings of the EUROSIM Congress on Modelling and Simulation (EUROSIM 2007), Ljubljana, Slovenia.

Celia, Helen, Clegg, Christopher, Siebers, Peer-Olaf and 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), 9 - 12 May, Stockholm, Sweden.

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Christopher (2007) Using Intelligent Agents to Understand Management Practices and Retail Productivity. In: Proceedings of the Winter Simulation Conference (WSC 2007), Washington, USA.

Celia, Helen, Clegg, Christopher, Robinson, Mark, Siebers, Peer-Olaf, Aickelin, Uwe and Sprigg, Christine (2007) Using intelligent agents to understand organisational behaviour. In: British Psychology Society Annual Conference, Division of Occupational Psychology (BPS 2007), 10-12 January 2007, Bristol, UK. (Unpublished)

Majid, Mazlina Abdul, Siebers, Peer-Olaf and Aickelin, Uwe Modelling reactive and proactive behaviour in simulation. In: Operational Research Society 5th Simulation Workshop (SW10), 2010, Worcestershire, England. (Unpublished)

Book Section

Siebers, Peer-Olaf and Klügl, Franziska (2017) What software engineering has to offer to agent-based social simulation. In: Simulating social complexity: a handbook - 2nd ed. Understanding complex systems . Springer, pp. 81-117.

Siebers, Peer-Olaf, Figueredo, Grazziela P., Hirono, Miwa and Skatova, Anya (2017) Developing agent-based simulation models for social systems engineering studies: a novel framework and its application to modelling peacebuilding activities. In: Social systems engineering: the design of complexity. Wiley. ISBN 9781118974414

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Chris (2014) Towards the development of a simulator for investigating the impact of people management practices on retail performance. In: Agent-based modeling and simulation. OR essentials . Palgrave Macmillan, Basingstoke, pp. 97-132. ISBN 9781137453624

Sherman, Galina, Siebers, Peer-Olaf, Menachof, David and Aickelin, Uwe (2012) Evaluating different cost-benefit analysis methods for port security operations. In: Decision making in service industries: a practical approach. CRC Press, Boca Raton, Florida, pp. 279-302. ISBN 9781439867341

Figueredo, Grazziela P., Siebers, Peer-Olaf, Aickelin, Uwe and Foan, Stephanie (2012) A beginner's guide to systems simulation in immunology. In: Artificial immune systems: 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012: proceedings. Lecture notes in computer science (7597). Springer, Berlin, pp. 57-71. ISBN 9783642337574

Figueredo, Grazziela P., Aickelin, Uwe and Siebers, Peer-Olaf (2011) Systems dynamics or agent-based modelling for immune simulation? In: Artificial immune systems: 10th international conference, ICARIS 2011, Cambridge, UK, July 18-21, 2011: proceedings. Lecture notes in computer science (6825). Springer, Heidelberg, pp. 81-94. ISBN 9783642223716

Sherman, Galina, Siebers, Peer-Olaf, Aickelin, Uwe and Menachof, David (2010) Scenario analysis, decision trees and simulation for cost benefit analysis of the cargo screening process. In: The International Workshop on Applied Modelling and Simulation: WAMS, Buizos, 2010. COPPE/UFRJ, Rio de Janeiro, pp. 287-295. ISBN 9788528501353

Siebers, Peer-Olaf and Aickelin, Uwe (2007) Introduction to Multi-Agent Simulation. In: Encyclopedia of Decision Making and Decision Support Technologies. IDEAS Group. (In Press)

Siebers, Peer-Olaf, Aickelin, Uwe, Celia, Helen and Clegg, Christopher (2007) Multi-Agent Simulation and Management Practices. In: Encyclopedia of Decision Making and Decision Support Technologies. IDEAS Group. (In Press)

Monograph

Siebers, Peer-Olaf, Aickelin, Uwe, Battisti, Giuliana, Helen, Celia, Clegg, Chris, Fu, Xiaolan, Hoyos, Raphael De, Iona, Alfonsiana, Petrescu, Alina and Peixoto, Adriano (2008) The role of management practices in closing the productivity gap. Discussion Paper. Advanced Institute of Management Research, London.