Liverpool Skyline

Department of Computer Science

Dr Martin Randles

Dr Martin Randles

Telephone: 0151 231 2641

Biography

I am a Principal Lecturer and Programme Leader for both Software Engineering and Computer Science here in the School of Computing and Mathematical Sciences at Liverpool John Moores University. I completed my PhD, in 2007, under the supervision of Professor Taleb-Bendiab. My research interests lie in the area of creating truly autonomous computer systems: This means not just systems that react to events/stimuli based on well defined, predefined rule sets but also systems that can assign intrinsic meaning to their observations and actions. I am a member of the Computer Games Research Group and the Applied Computing Research Group. I, also, supervise a number of PhD students, in the areas of Autonomous Systems, e-Government and Critical Infrastructure Protection.

Degrees

2007, Liverpool John Moores University, United Kingdom, PhD
1993, University of Manchester, United Kingdom, BSc Honours Mathematics

Academic appointments

Principal Lecturer, School of Computing, Liverpool John Moores University, 2009 - present

Publications

Conference publication

Mahyoub M, Randles M, Baker T, Yang P. 2018. Effective Use of Data Science Toward Early Prediction of Alzheimer's Disease The 16th IEEE International Conference on Smart City (SmartCity-2018)

Nguyen QH, Johnson P, Nguyen TT, Randles M. 2018. Optimized Indoor Positioning for static mode smart devices using BLE Personal, Indoor, and Mobile Radio Communications (PIMRC), 2017 IEEE 28th Annual International Symposium on, 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications

Kendrick P, Hussain A, Criado N, Randles M. 2017. Selecting Scalable Network Features for Infiltration Detection Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :88-93 >DOI >Link

Kendrick P, Randles M, Hussain A, Criado N. 2017. Multi-Agent Systems for Scalable Internet of Things Security ACM Digital Library, The second International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)

Randles M, Johnson P. 2017. INTERNET OF THINGS ECO-SYSTEMS: ASSURED INTERACTIVITY OF DEVICES AND DATA THROUGH CLOUD BASED TEAM WORK Second International conference on Internet of Things, Data and Cloud Computing (ICC'17)

BHIH A, Johnson P, Randles M. 2016. Diversity in Smartphone Usage International Conference on Computer Systems and Technologies - CompSysTech’16

Hashem Eiza M, Randles M, Johnson P, Shone N, Pang J, Bhih A. 2015. Rail Internet of Things: An Architectural Platform and Assured Requirements Model 15th IEEE International Conference on Computer and Information Technology (CIT-2015) :364-370 >DOI

Alsrheed F, El Rhalibi A, Randles M, Merabti M. 2014. Intelligent Agents for Automated Cloud Computing Negotiation Essaaidi M, Zaz Y. IEEE International Conference On Multimedia Computing And Systems (ICMCS), 2014 :1169-1174 >DOI

Baker T, Ngoko Y, Tolosana-Calasanz R, Rana OF, Randles M. 2013. Energy Efficient Cloud Computing Environment via Meta-Director Framework 6th IEEE international Conference on Developments in E-Systems Engineering (DeSE 2013)

Baker T, Taleb-Bendiab A, Randles M, Hussien A. 2012. Understanding Elasticity of Cloud Services Compositions The 5th IEEE/ACM International Coference on Utility and Cloud Computing (UCC2012)

England D, Randles M, Taleb-Bendiab A. 2011. Designing interaction for the cloud Conference on Human Factors in Computing Systems - Proceedings, :2453-2456 >DOI

Baker T, Taleb-Bendiab A, Randles M, Karam Y. 2010. Support for Adaptive Cloud-Based Applications via Intention Modelling The 3rd International Symposium on Web Services

Randles M, England D, Taleb-Bendiab A. 2010. Task Modelling Using Situation Calculus Task Models and Diagrams for User Interface Design, :103-116 >DOI >Link

Baker T, Taleb-Bendiab A, Randles M. 2009. Auditable Intention-Oriented Web Applications using PAA Auditing/Accounting Paradigm Techniques and Applications for Mobile Commerce (TAMoCo 2009)

England D, Randles M, Taleb-Bendiab A. 2009. Runtime user interface design and adaptation BCS HCI, :463-470-463-470

Randles M, Taleb-Bendiab A, Lamb D. 2009. Scalable Self-Governance using Service Communities as Ambients Zhiang LJ. 2009 IEEE CONGRESS ON SERVICES (SERVICES-1 2009), VOLS 1 AND 2, 4th IEEE Congress on Services :813-820 >DOI >Link

Lamb D, Randles M, Taleb-Bendiab A. 2009. Monitoring Autonomic Networks through Signatures of Emergence Sterritt R. SIXTH IEEE INTERNATIONAL CONFERENCE AND WORKSHOP ON THE ENGINEERING OF AUTONOMIC AND AUTONOMOUS SYSTEMS: EASE 2009, 6th IEEE International Workshop on Engineering of Autonomic and Autonomous Systems :56-65 >DOI >Link

England D, Randles M, Fergus P, Taleb-Bendiab A. 2009. Towards an Advanced Framework for Whole Body Interaction Shumaker R. VIRTUAL AND MIXED REALITY, PROCEEDINGS, 3rd International Conference on Virtual and Mixed Reality held at the HCI International 2009 5622 :32-40 >Link

Randles M, Taleb-Bendiab A. 2008. A Scalable Governance Model for Autonomic M-Commerce Branki C, Cross B, Diaz G, Langendorfer P, Laux F, Ortiz G, Randles M, TalebBendiab A, Unland R, Wanner G. TECHNIQUES AND APPLICATIONS FOR MOBILE COMMERCE, Conference on Techniques and Applications for Mobile Commerce (TAMoCo 2008) 169 :141-152 >Link

Baker T, Taleb-Bendiab A, Randles M. 2008. Support for M-Commerce Software Autonomy Branki C, Cross B, Diaz G, Langendorfer P, Laux F, Ortiz G, Randles M, TalebBendiab A, Unland R, Wanner G. TECHNIQUES AND APPLICATIONS FOR MOBILE COMMERCE, Conference on Techniques and Applications for Mobile Commerce (TAMoCo 2008) 169 :165-176 >Link

Randles M, Lamb D, Taleb-Bendiab A. 2008. Engineering autonomic systems self-organisation Sterritt R, Bustard DW, Lewis D, Fleck JJ. PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL WORKSHOP ON ENGINEERING OF AUTONOMIC & AUTONOMOUS SYSTEMS (EASE 2008), 5th IEEE International Workshop on Engineering of Autonomic and Autonomous Systems :107-118 >Link

Taleb-Bendiab A, Miseldine P, Randles M, Baker T. 2008. Programming support and governance for process-oriented software autonomy Filipe J, Cordeiro J. WEB INFORMATION SYSTEMS AND TECHNOLOGIES, 3rd International Conference on Web Information Systems and Technologies 8 :3-18 >Link

Randles M, Taleb-Bendiab A, Lamb D. 2008. Cross Layer Dynamics in Self-Organising Service Oriented Architectures Hummel KA, Sterbenz JPG. SELF-ORGANIZING SYSTEMS, PROCEEDINGS, 3rd International Workshop on Self-Organizing Systems 5343 :293-298 >Link

Lamb DJ, Randles MJ, Taleb-Bendiab A. 2007. An Adaptive Observation Framework for Self-Organising Networks of Autonomic Systems 8th Annual Conference on the Convergence of Telecommunications, Networking & Broadcasting (PGNET 2007) :296-302

Randles M, Taleb-Bendiab A, Miseldine P, Lamb D. 2007. Using signatures of self-organisation for monitoring and influencing large scale autonomic systems Sterritt R, Hinchey MG, Bapty T. FOURTH IEEE INTERNATIONAL WORKSHOP ON ENGINEERING OF AUTONOMIC & AUTONOMOUS SYSTEMS, PROCEEDINGS, 4th IEEE International Workshop on Engineering of Autonomic and Autonomous Systems :24-+ >DOI >Link

Miseldine P, Randles M, Lamb DJ, Taleb-Bendiab A. 2006. Towards the Automated Engineering of Autonomic Systems 7th Annual Conference on The Convergence of Telecommunications, Networking & Broadcasting (PGNET 2006) :393-398

Taleb-Bendiab A, England D, Randles M, Miseldine P, Murphy K. 2006. A principled approach to the design of healthcare systems: Autonomy vs. governance RELIABILITY ENGINEERING & SYSTEM SAFETY, Workshop on Complexity in Design and Engineering 91 :1576-1585 >DOI >Link

Randles M, Taleb-Bendiab A, Miseldine P. 2006. Towards scaleable self-governance through situated cognitive systems: Utilising deliberative logic to provide an encompassing epistemic layer SEVENTEENTH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 17th International Conference on Database and Expert Systems Applications :114-+ >DOI >Link

Randles M, Taleb-Bendiab A, Miseldine P. 2006. Mind out of programmable matter: Exploring unified models of emergent autonomy Hinchey MG, Rago P, Rash JL, Rouff CA, Sterritt R, Truszkowski W. INNOVATIVE CONCEPTS FOR AUTONOMIC AND AGENT-BASED SYSTEMS, 2nd International Workshop on Radical Agent Concepts 3825 :65-+ >Link

Bustard D, Sterritt R, Taleb-Bendiab A, Laws A, Randles M, Keenan F. 2005. Towards a systemic approach to autonomic systems engineering Rozenblit J, ONeill T, Peng J. 12TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON THE ENGINEERING OF COMPUTER-BASED SYSTEMS, PROCEEDINGS, 12th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems :465-472 >DOI >Link

Randles M, Taleb-Bendiab A, Miseldine P, Laws A. 2005. Adjustable deliberation of self-managing systems Rozenblit J, ONeill T, Peng J. 12TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON THE ENGINEERING OF COMPUTER-BASED SYSTEMS, PROCEEDINGS, 12th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems :449-456 >DOI >Link

Badr N, Taleb-Bendiab A, Randles M, Reilly D. 2004. Deliberative model for self-adaptation middleware using architectural dependency 15TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 15th International Conference on Database and Expert Systems Applications (DEXA 2004) :752-756 >Link

Baker T, Hussien A, Randles M, Taleb-Bendiab A. Supporting Elastic Cloud Computation with Intention Description Language http://www.cms.livjm.ac.uk/pgnet2010/MakeCD/Papers/2010074.pdf, The 11th Annual Conference on the Convergence of Telecommunications, Networking & Broadcasting

Bhih A, Johnson P, Nguyen T, Randles M. Decentralized Iterative Community Clustering Approach (DICCA) 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) :1-7 >DOI

Alsrheed F, El Rhalibi A, Randles M, Merabti M. Automated Service Level Agreement Negotiation for Cloud Robotics The 7th Saudi Students Conference (SSC2014)

Baker T, Randles MJ, Taleb-Bendiab A. Towards the Automated Engineering of Dependable Adaptive Services 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) N/A :823-828 >DOI

Journal article

Kendrick P, Criado N, Hussain A, Randles M. 2018. A Self-Organising Multi-Agent System For Decentralised Forensic Investigations Expert Systems with Applications, 102 :12-26 >DOI

Iram S, Fergus P, Jumeily DA, Hussain A, Randles M. 2015. A classifier fusion strategy to improve the early detection of neurodegenerative diseases International Journal of Artificial Intelligence and Soft Computing, 5 :23-23 >DOI

Randles M, Lamb D, Attwood A. 2014. Agents' MonitoringApproach for Big Data Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), :192-197 >DOI >Link

Kurdi R, Randles M. 2014. Proposed Design for an E-government Web Portal Application using Cloud Computing Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), :317-322 >DOI >Link

Baker T, Ngoko Y, Tolosana-Calasanz R, Rana OF, Randles M. 2014. Energy Efficient Cloud Computing Environment Via Autonomic Meta-Director Framework Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), :198-203 >DOI >Link

Al-Askar H, Lamb DJ, Hussain A, Al-Jumeily D, Randles M, Fergus P. 2013. Predicting Financial Time Series Data Using Artificial Immune System-Inspired Neural Networks International Journal of Artificial Intelligence and Soft Computing,

Baker T, Mackay M, Randles M, Taleb-Bendiab A. 2013. Intention-oriented programming support for runtime adaptive autonomic cloud-based applications Computers and Electrical Engineering, 39 :2400-2412 >DOI

Baker T, Mackay M, Randles M, Taleb-Bendiab A. 2013. Intention-oriented programming support for runtime adaptive autonomic cloud-based applications Computers and Electrical Engineering, >DOI

Fergus P, Attwood A, Dobbins C, Stratton G, Hussain A, Al-Jumeily D, Randles M. 2012. Monitoring and measuring physical activity and sedentary behaviour International Journal of Healthcare Technology and Management, 13 :283-303 >DOI

Baker T, Taleb-Bendiab A, Randles M, Hussien A. 2012. Understanding elasticity of cloud services compositions Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012, :231-232 >DOI

Reina D, Johnson P, Randles M, Barrero F, Toral S. 2012. Dynamic communication architecture for intelligent rail network governance 15th International Power Electronics and Motion Control Conference and Exposition, EPE-PEMC 2012 ECCE Europe, >DOI

Fergus P, Iram S, Al-Jumeily D, Randles M, Attwood A. 2012. Home-Based Health Monitoring and Measurement for Personalised Healthcare JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2 :35-43 >DOI >Link

Baker T, Randles M, Taleb-Bendiab A. 2012. Towards the automated engineering of dependable adaptive services Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, :823-828 >DOI

Randles M, Taleb-Bendiab A. 2011. Monitoring and observation for large scale complex systems using network graphs Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :535-540 >DOI

Lamb D, Randles M, Taleb-Bendiab A. 2010. Global observation for distributed autonomic networks Proceedings of the 7th IEEE International Conference and Workshop on Engineering of Autonomic and Autonomous Systems, EASe 2010, :79-88 >DOI

Randles M, Lamb D, Taleb-Bendiab A. 2010. A comparative study into distributed load balancing algorithms for cloud computing 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010, :551-556 >DOI

Randles M, Lamb D, Odat E, Taleb-Bendiab A. 2010. Distributed redundancy and robustness in complex systems Journal of Computer and System Sciences, In Press, Corrected Proof :--- >DOI

Lamb DJ, Randles M, Taleb-Bendiab A. 2009. Scalability Concerns in Runtime Observation for Autonomic Cloud Service Management International Transactions on Systems Science and Applications, 5 :369-381

Baker T, Taleb-Bendiab A, Randles M. 2009. Auditable intention-oriented web applications using PAA auditing/accounting paradigm Frontiers in Artificial Intelligence and Applications, 201 :61-70 >DOI

Randles M, Lamb D, Taleb-Bendiab A. 2009. Autonomic provisioning for mobile commerce Frontiers in Artificial Intelligence and Applications, 201 :71-80 >DOI

Randles M, Lamb D, Taleb-Bendlkb A. 2008. Autonomic Monitoring in Large-Scale Digital Ecosystems via Self-Organisation 2008 2ND IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, :77-82 >Link

Randles M, Zhu H, Taleb-Bendiab A. 2007. A Formal Approach to the Engineering of Emergence and its Recurrence Proc. of EEDAS, 2007

Lamb DJ, Randles M, Taleb-Bendiab A. 2007. Software Engineering Concerns in Observing Networks of Autonomic Systems System and Information Sciences Notes Journal, 2 :101-104

Miseldine P, Taleb-Bendiab A, England D, Randles M. 2007. Addressing the need for adaptable decision processes within healthcare software Informatics for Health and Social Care, 32 :35-41 >DOI

Miseldine P, Taleb-Bendiab A, England D, Randles M. 2007. Addressing the need for adaptable decision processes within healthcare software. Med Inform Internet Med, 32 :35-41 >DOI >Link

Randles M, Taleb-Bendiab A, Miseldine P. 2006. Addressing the signal grounding problem for autonomic systems 2006 International Conference on Autonomic and Autonomous Systems, ICAS'06, >DOI

BHIH A, Johnson P, RANDLES M. EM Clustering Approach for Multi-Dimensional Analysis of Big Data Set International Journal of Engineering Research & Technology (IJERT), 4 :553-557

Touray B, Johnson P, Randles M. Biased Random Energy-Efficient Routing Algorithm (BREERA). The International Journal of Engineering Science and Technology (IJEST),

Randles M, Abu-Rahmeh O, Johnson P, Taleb-Bendiab A. Biased random walks on resource network graphs for load balancing The Journal of Supercomputing, >DOI >Link

Chapters

Lamb D, Randles M, Al-Jumeily D. 2013. Recommender Systems: Network Approaches Multimedia Services in Intelligent Environments :65-79 Springer 978-3-319-00371-9 >DOI

Randles M, Johnson P, Radi N. Assured Decision and Meta-Governance for Mobile Medical Support Systems Al-Jumeily D. Applied Computing in Medicine and Health

Book

Agudo JE, Branki C, Cross B, Diaz G, Dorloff F-D, Randles MJ, Taleb-Bendiab A. 2009. Techniques and Applications for Mobile Commerce 9781607500520

Branki C, Taleb-Bendiab A, Randles M. 2008. Techniques and Applications for Mobile Commerce Ios Pr Inc 9781586038267