Article

Al-Shabandar, R, Hussain, A, Laws, A, Keight, R and Lunn, J (2017) Towards the Differentiation of Initial and Final Retention in Massive Open Online Courses. Lecture Notes in Computer Science, 10361. ISSN 0302-9743

Ali, HH, Sunar, MS and Kolivand, H (2017) Realistic real-time rendering of light shafts using blur filter: considering the effect of shadow maps. Multimedia Tools and Applications. ISSN 1380-7501

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Cao, B, Zhao, J, Yang, P, Lv, Z, Liu, X, Kang, X, Yang, S and Kang, K (2017) Distributed Parallel Cooperative Coevolutionary Multi-Objective Large-Scale Immune Algorithm for Deployment of Wireless Sensor Networks. Future Generation Computer Systems. ISSN 0167-739X

Chen, S, Qiu, B, Zhao, F, Li, C and Du, H (2017) Fast Compressed Sensing MRI Based on Complex Double-Density Dual-Tree Discrete Wavelet Transform. International Journal of Biomedical Imaging, 2017. ISSN 1687-4188

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Dean, E, Taylor, MJ and Reilly, D (2017) Internet of Things cooking safety. Fire Risk Management Journal. pp. 19-22.

Dean, E, Taylor, MJ and Reilly, D (2017) Keeping an Eye. Fire Risk Management Journal. ISSN 1478-3576

Dobbins, C and Denton, P (2017) MyWallMate: An Investigation into the Use of Mobile Technology in Enhancing Student Engagement. TechTrends. ISSN 1559-7075

Dobbins, C, Rawassizadeh, R and Momeni, E (2017) Detecting Physical Activity within Lifelogs towards Preventing Obesity and Aid Ambient Assisted Living. Neurocomputing, 230 (22). pp. 110-132. ISSN 0925-2312

Fergus, P, Hussain, A, Al-Jumeily, D, Huang, D and Bouguila, N (2017) Classification of Caesarean Section and Normal Vaginal Deliveries Using Foetal Heart Rate Signals and Advanced Machine Learning Algorithms. BioMedical Engineering OnLine, 16 (89). ISSN 1475-925X

Fergus, P, Selvaraj, M and Chalmers, C (2017) Machine learning Ensemble Modelling to classify caesarean section and vaginal delivery types using cardiotocography traces. Computers in Biology and Medicine, 93 (1). pp. 7-16. ISSN 0010-4825

Garg, S, Aryal, J, Wang, H, Shah, T, Kecskemeti, G and Ranjan, R (2017) Cloud computing based bushfire prediction for cyber-physical emergency applications. Future Generation Computer Systems. ISSN 0167-739X

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Goudoulakis, E, El Rhalibi, A and Merabti, M (2017) A Novel Multi-Agent Planning System for Digital Interactive Storytelling. ACM Computers in Entertainment, 14 (1). ISSN 1544-3574

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Kajit, S, Kolivand, H, Madani, R and Salehinia, M (2017) Utilizing “Augmented Reality” Technology to Illustrate Residential Open Space Greenery. International Journal of Applied Engineering Research, 12 (16). pp. 6022-6028. ISSN 0976-4259

Kecskemeti, G, Casale, G, Jha, DN, Lyon, J and Ranjan, R (2017) Modelling and Simulation Challenges in Internet of Things. IEEE Cloud Computing, 4 (1). pp. 62-69. ISSN 2325-6095

Khalaf, M, Hussain, A, Keight, R, Al-Jumeily, D, Fergus, P, Keenan, R and Tso, P (2017) Machine Learning approaches to the application of Disease Modifying Therapy for Sickle Cell using Classification Models. NEUROCOMPUTING, 228. pp. 154-164. ISSN 0925-2312

Kimovski, D, Marosi, AC, Gec, S, Saurabh, N, Kertesz, A, Kecskemeti, G, Stankovski, V and Prodan, R (2017) Distributed Environment for Efficient Virtual Machine Image Management in Federated Cloud Architectures. Concurrency and Computation: Practice and Experience. ISSN 1532-0626

Kolivand, H, Al-Rousan, R and Shahrizal Sunar, M (2017) Geometry-based shading for shape depiction Enhancement,. Multimedia Tools and Applications. ISSN 1380-7501

Kolivand, H, Sunar, MS, Rehman, A, Almazyad, AS and Saba, T (2017) Outdoor 3D illumination in real time environments: A novel approach. Journal of Information Hiding and Multimedia Signal Processing, 8 (1). pp. 208-217. ISSN 2073-4212

Lee, GM (2017) Towards a Dynamic Discovery of Smart Services in the Social Internet of Things. Computers and Electrical Engineering, 58. pp. 429-443. ISSN 0045-7906

Lee, GM, Truong, NB, Lee, H and Askwith, RJ (2017) Toward a Trust Evaluation Mechanism for in the Social Internet of Things. Sensors, 17 (6). ISSN 1424-8220

Li, R, Liu, L, Sheng, Y and Zhang, G (2017) A heuristic convexity measure for 3D meshes. The Visual Computer, 33 (6-8). pp. 903-912. ISSN 0178-2789

MacCormick, IJC, Zheng, Y, Czanner, S, Zhao, Y, Diggle, PJ, Harding, SP and Czanner, G (2017) Spatial statistical modelling of capillary non-perfusion in the retina. Scientific Reports, 7. ISSN 2045-2322

Markus, A, Kertesz, A and Kecskemeti, G (2017) Cost-Aware IoT Extension of DISSECT-CF. Future Internet, 3 (9). ISSN 1999-5903

Mölder, AL, Persson, J, El-Schich, Z, Czanner, S and Gjörloff-Wingren, A (2017) Supervised classification of etoposide-treated in vitro adherent cells based on noninvasive imaging morphology. Journal of Medical Imaging, 4 (2). ISSN 2329-4302

Raschella, A, Bouhafs, F, Deepak, GC and MacKay, M (2017) QoS Aware Radio Access Technology Selection Framework in Heterogeneous Networks using SDN. Journal of Communications Networks, 19 (6). pp. 577-586. ISSN 1229-2370

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Shen, Q, Sheng, Y, Chen, C, Zhang, G and Ugail, H (2017) A PDE patch-based spectral method for progressive mesh compression and mesh denoising. The Visual Computer, 34 (11). pp. 1563-1577. ISSN 0178-2789

Tan, CM, Lyon, RJ, Stappers, BW, Cooper, S, Hessels, JWT, Kondratiev, VI, Michilli, D and Sanidas, S (2017) Ensemble candidate classification for the LOTAAS pulsar survey. Monthly Notices of the Royal Astronomical Society, 474 (4). pp. 4571-4583. ISSN 0035-8711

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Taylor, MJ, Dean, E, Francis, H, Appleton, D and Jones, M (2017) An exploration of alcohol related fire incidences. Journal of Risk Research. ISSN 1366-9877

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Yang, P, Fan, Q, Yin, H, Min, G, Luo, Y, Lyu, Y, Huang, H and Jiao, L (2017) Video Delivery Networks: Challenges, Solutions and Future Directions. Computers and Electrical Engineering, 66. pp. 332-341. ISSN 0045-7906

Yang, P, Qi, J, Hanneghan, M and Tang, SOT (2017) Multiple Density Maps Information Fusion for Effectively Assessing Intensity Pattern of Lifelogging Physical Activity. Neurocomputing, 220. pp. 199-209. ISSN 0925-2312

Yang, P, Qi, J, Min, G and Xu, L (2017) Advanced Internet of Things for Personalised Healthcare System: A Survey. Pervasive and Mobile Computing, 41. pp. 132-149. ISSN 1574-1192

Yang, Q, Jiang, L, Hao, W, Zhou, B, Yang, P and Lv, Z (2017) PMU Placement in Electric Transmission Networks for Reliable State Estimation against False Data Injection Attacks. IEEE Internet of Things Journal, 4 (6). pp. 1978-1986. ISSN 2327-4662

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Monograph

Raschella, A, Bouhafs, F, Seyedebrahimi, M, Almodovar, J, Saldana, J and Arsal, A (2017) Specification of Cooperative Access Points Functionalities version 2. Project Report. Horizon 2020 European Funding for Research & Innovation.

Conference or Workshop Item

Al-Shabandar, R, Hussain, A, Laws, A, Keight, R and Lunn, J (2017) Machine Learning Approaches to Predict Learning Outcomes in Massive Open Online Courses. In: Neural Networks (IJCNN) . (2017 International Joint Conference on Neural Networks (IJCNN 2017), 14 May 2017 - 19 May 2017, Anchorage, Alaska, USA).

Al-kafri, A, Sudirman, S, Hussain, A, Al-Jumeily, D, Al-Jumaily, M, Al-Rashdan, W, Bashtawi, M and Fergus, P (2017) Lumbar Spine Discs Labeling using Axial View MRI Based on the Pixels Coordinate and Gray Level Features. In: Lecture Notes in Computer Science . pp. 107-116. (2017 International Conference on Intelligent Computing, 07 August 2017 - 10 August 2017, Liverpool, UK).

Alfoudi, ASD, Lee, GM and Dighriri, M (2017) Seamless LTE-WiFi Architecture for Offloading the Overloaded LTE with Efficient UE Authentication. In: Developments in eSystems Engineering (DeSE), . (DeSE2016, 31 August 2016 - 02 September 2016, Liverpool and Leeds England).

Alloghani, MAMA, Hussain, A, Al-Jumeily, D and AlJaaf, A (2017) Gamification in e-Governance: Development of an online gamified system to enhance government entities services delivery and promote public's awareness. In: International Conference Proceedings Series by ACM . (2017 5th International Conference on Information and Education Technology (ICIET 2017), 10 January 2017 - 12 January 2017, Tokyo, Japan).

Boddy, A, Hurst, W, MacKay, M and El Rhalibi, A (2017) A study into data analysis and visualisation to increase the cyber-resilience of healthcare infrastructures. In: ACM International Conference Proceeding Series . (ACM 1st International Conference on Internet of Things and Machine Learning, 17th-18th October 2017, Liverpool, United Kingdom).

Curbelo Montañez, CA, Fergus, P, Hussain, A and Al-Jumeily, D (2017) Machine Learning Approaches for the Prediction of Obesity using Publicly Available Genetic Profiles. In: Neural Networks (IJCNN) . (2017 International Joint Conference on Neural Network, 14 May 2017 - 19 May 2017, Anchorage, Alaska, USA).

Curbelo Montañez, CA, Fergus, P, Hussain, A, Al-Jumeily, D, Tevfik Dorak, M and Abdullah, R (2017) Evaluation of Phenotype Classification Methods for Obesity using Direct to Consumer Genetic Data. In: Lecture Notes in Computer Science . pp. 350-362. (2017 International Conference on Intelligent Computing, 07 August 2017 - 10 August 2017, Liverpool, UK).

Dobbins, C and Fairclough, SH (2017) A Mobile Lifelogging Platform to Measure Anxiety and Anger During Real-Life Driving. In: 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom’17) . (2017 IEEE International Conference on Pervasive Computing and Communications (PerCom’17), 13 March 2017 - 17 March 2017, Kona, Big Island, Hawaii, USA).

Dobbins, C and Fairclough, SH (2017) Wearable Sensors, Driving and the Visualization of Cardiovascular Stress During Everyday Life. In: The First Biannual Neuroadaptive Technology Conference . p. 65. (1st Neuroadaptive Technology Conference 2017 (NAT’17), 19 July 2017 - 21 July 2017, Berlin, Germany).

Harris, B, Dobbins, C, Fairclough, SH and Lisboa, P (2017) Exploring Wearable Devices for Unobtrusive Stress Monitoring. In: ACM International Conference Proceedings Series . (Second International Conference on Internet of Things, Data and Cloud Computing, 22 – 23 March, 2017, Cambridge, UK).

Henry, JM, Tang, SOT, Hanneghan, M and Carter, C (2017) A Measure of Student Engagement for Serious Games and IoT. In: Springer Lecture Notes in Computer Science (LNCS) series. . pp. 262-270. (Edutainment 2017, 26 June 2017 - 28 June 2017, Bournemouth).

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Hussain, A, Abdulaimma, B, Fergus, P, Al-Jumeily, D, Aday Curbelo Montañez, C, Hind, J and Radi, N (2017) Association Mapping Approach into Type 2 Diabetes using Biomarkers and Clinical Data. In: Intelligent Computing Theories and Application . pp. 325-336. (International Conference on Intelligent Computing, 07 August 2017 - 10 August 2017, Liverpool, UK).

Kecskemeti, G, Hajji, W and Tso, FP (2017) Modelling Low Power Compute Clusters for Cloud Simulation. In: Parallel, Distributed and Network-based Processing . (HPDC 2017: The 25th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2017), 6-8th March 2017, St. Petersburg, Russia).

Kecskemeti, G, Kertesz, A and Nemeth, Z (2017) Cloud Workload Prediction by Means of Simulations. In: Proceedings of the Computing Frontiers Conference . pp. 279-282. (ACM International Conference on Computing Frontiers 2017, 15 May 2017 - 17 May 2017, Siena, Italy).

Keight, R, Al-Jaaf, A, Hussain, A, Al-Jumeily, D, Ozge, A and Mallucci, C (2017) An Intelligent Systems Approach to Primary Headache Diagnosis. In: Lecture Notes in Computer Science . pp. 61-72. (International Conference Intelligent Computing, 07 August 2017 - 10 August 2017, Liverpool).

Keight, R, Al-Jumeily, D, Hussain, A, Al-Jumaily, M and Mallucci, C (2017) Towards the Discrimination of Primary and Secondary Headache: An Intelligent Systems Approach. In: International Journal of Neural Networks . (2017 International Joint Conference on Neural Networks (IJCNN 2017), 14 May 2017 - 19 May 2017, Anchorage, Alaska, USA).

Kendrick, P, Randles, M, Hussain, A and Criado, N (2017) Multi-Agent Systems for Scalable Internet of Things Security. In: Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing . (The second International Conference on Internet of Things, Data and Cloud Computing (ICC 2017), 22 March 2017 - 23 December 2017, Cambridge, UK).

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) Study of Group Route Optimization for IoT enabled Urban Transportation Network. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) . (IEEE CPSCom/GreenCom/iThings/SmartData, 21 June 2017 - 23 June 2017, Exeter, Devon).

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) A Survey on Urban Traffic Optimisation for Sustainable and Resilient Transportation Network. In: Developments in eSystems Engineering (DeSE) . (9th International Conference on Developments in eSystems Engineering (DeSE), 31 August 2016 - 02 September 2016, Liverpool, UK).

Lee, GM (2017) Comparison Data Traffic Scheduling Techniques for Classifying QoS over 5G Mobile Networks. In: The 31st IEEE International Conference on Advanced Information Networking and Applications (AINA-2017), 27 March 2017 - 29 March 2017, Taipei, Taiwan.

Lee, GM (2017) A Computational Model to Evaluate Honesty in Social Internet of Things. In: ACM Symposium on Applied Computing . (The 32nd ACM Symposium on Applied Computing, 03 April 2017 - 06 April 2017, Marrakesh, Morocco).

Lee, GM (2017) Data Traffic Model in Machine to Machine Communications over 5G Network Slicing. In: Developments in eSystems Engineering (DeSE) . (DeSE2016, 31 August 2016 - 02 September 2016, Liverpool and Leeds England).

Lee, GM (2017) Leverage a Trust Service Platform for Data Usage Control in Smart City. In: Global Communications Conference . (IEEE GLOBECOM 2016, 04 December 2016 - 08 December 2016, Washington, DC USA).

Lee, GM (2017) RpR: A Trust Computation Model for Social Internet of Things. In: 2016 Intl IEEE Conferences . (2016 IEEE Smart World Congress, 18 July 2016 - 21 July 2016, Toulouse, France).

Lee, GM (2017) Towards Realizing the Importance of Placing Fog Computing Facilities at the Central Office of a PON. In: Advanced Communication Technology (ICACT) . (ICACT 2017, 19 February 2017 - 22 February 2017, Pyeongchang, Korea).

Lee, GM (2017) Traffic Management in LTE-WiFi Slicing Networks. In: Innovations in Clouds, Internet and Networks (ICIN) . (ICIN 2017, 07 March 2017 - 09 March 2017, Paris, France).

Lee, GM, Kumari, P, Lopez-Benitez, M, Kim, TS and Minhas, AS (2017) Wearable Internet of Things - from Human Activity Tracking to Clinical Integration. In: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) . (The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 11 July 2017 - 15 July 2017, Jeju Island, Korea).

Lee, GM and Truong, NB (2017) Trust Evaluation for Data Exchange in Vehicular Networks. In: IoTDI '17 Proceedings of the Second International Conference on Internet-of-Things Design and Implementation . pp. 325-326. (ACM/IEEE IoTDI 2017 in conjunction with CPS Week, 18 April 2017 - 21 April 2017, Pittsburgh, USA).

Mac Dermott, AM, Shi, Q and Kifayat, K (2017) Distributed attack prevention using Dempster-Shafer theory of evidence. In: Intelligent Computing Methodologies , 10363 (LNCS). pp. 203-212. (International Conference on Intelligent Computing (ICIC 2017), 07 August 2017 - 10 August 2017, Liverpool).

Markus, A, Kecskemeti, G and Kertesz, A (2017) Flexible Representation of IoT Sensors for Cloud Simulators. In: 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2017), 06 March 2017 - 08 March 2017, St. Petersburg, Russia.

McWhirter, PR, Steele, IA, Al-Jumeily, D and Hussain, A (2017) The Classification of Periodic Light Curves from non-survey optimized observational data through Automated Extraction of Phase-based Visual Features. In: Neural Networks (IJCNN) . (2017 International Joint Conference on Neural Networks (IJCNN 2017), 14 May 2017 - 19 May 2017, Anchorage, Alaska, USA).

Newcombe, LS, Yang, P, Carter, CJ and Hanneghan, MB (2017) Internet of Things Enabled Technologies for Behaviour Analytics in Elderly Person Care: A Survey. In: Proceedings of IEEE Smart Data (SmartData) (iThings-GreenCom-CPSCom-SmartData 2017) . (IEEE Smart Data (SmartData) (iThings-GreenCom-CPSCom-SmartData 2017), 21-23 June 2017, Exeter, Devon, UK).

Otebolaku, AM and Lee, GM (2017) Towards Context Classification and Reasoning in IoT. In: Proceedings of the14th International Conference on Telecommunications (ConTEL) . pp. 145-154. (The 14th International Conference on Telecommunications, Zagreb, Croatia 28-30 June 2017, 28 June 2017 - 30 May 2017, Zagreb, Croatia).

O’Hare, D, Hurst, W, Tully, D and El Rhalibi, A (2017) A Study into Autonomous Scanning for 3D Model Construction. In: Springer Lecture Notes in Computer Science (LNCS) series. . pp. 182-190. (The International Conference on E-learning and Games (Edutainment 2017), 26 June 2017 - 28 June 2017, Bournemouth, UK).

Praiwattana, P and El Rhalibi, A (2017) Game-based Crisis Simulation and Generation Framework: Design and Implementation Structure. In: Springer Lecture Notes in Computer Science (LNCS) series. . pp. 75-84. (The International Conference on E-learning and Games (Edutainment 2017), 26 June 2017 - 28 June 2017, Bournemouth , UK).

Qi, J, Yang, P, Hanneghan, M, Latham, K and Tang, SOT (2017) Uncertainty Investigation for Personalised Lifelogging Physical Activity Intensity Pattern Assessment with Mobile Devices. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) . (iThings 2017 : The 10th IEEE International Conference on Internet of Things, 21 June 2017 - 23 June 2017, Exeter, UK).

Randles, M, Johnson, P and Hussain, A (2017) Internet of Things Eco-Systems: Assured Interactivity of Devices and Data Through Cloud Based Team Work. In: International Conference Proceedings Series . (Second International conference on Internet of Things, Data and Cloud Computing (ICC'17), 22 March 2017 - 23 March 2017, Churchill College, University of Cambridge, UK).

Rawassizadeh, R, Dobbins, C, Nourizadeh, M, Ghamchili, Z and Pazzani, M (2017) A Natural Language Query Interface for Searching Personal Information on Smartwatches. In: IEEE International Conference on Pervasive Computing and Communications (PerCom’17) . (IEEE International Conference on Pervasive Computing and Communications (PerCom’17), 13 March 2017 - 17 March 2017, Kona, Big Island, Hawaii, USA).

Savoye, Y (2017) Stokes Coordinates. In: Proceedings of the 33rd Spring Conference on Computer Graphics - SCCG '17 . (the 33rd Spring Conference, 15 May 2017 - 17 May 2017, Mikulov, Czech Republic).

Seyedebrahimi, M, Bouhafs, F, Raschella, A, MacKay, M and Shi, Q (2017) Fine-Grained Radio Resource Management to Control Interference in Dense Wi-Fi Networks. In: IEEE Wireless Communications and Networking Conference (WCNC) . (IEEE Wireless Communications and Networking Conference (WCNC), 19 March 2017 - 22 March 2017, San Francisco, CA).

Truong, NB, Um, TW, Zhou, B and Lee, GM (2017) From Personal Experience to Global Reputation for Trust Evaluation in the Social Internet of Things. In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference . (IEEE GLOBECOM 2017, 04 December 2017 - 08 December 2017, Singapore).

Vu Dinh, P, Tran Nguyen, N, Shone, N, Mac Dermott, AM and Shi, Q (2017) Deep Learning Combined with De - noising Data for Network Intrusion Detection. In: 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES) . (Intelligent and Evolutionary Systems (IES 2017), 15 November 2017 - 17 November 2017, Hanoi, Vietnam).

den Hartog, F, Raschella, A, Bouhafs, F, Kempker, P, Boltjes, B and Seyedebrahimi, M (2017) A pathway to solving the Wi-Fi Tragedy of the Commons in apartment blocks. In: 2017 27TH INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC) . pp. 246-251. (27th International Telecommunication Networks and Applications Conference (ITNAC), 22 November 2017 - 24 November 2017, Melbourne, AUSTRALIA).

Thesis

Alghamdi, MYA (2017) Supporting the Learning of Computer Programming in an Early Years Education. Doctoral thesis, Liverpool John Moores University.

Baharon, MR (2017) Mobile Network and Cloud Based Privacy-Preserving Data Aggregation and Processing. Doctoral thesis, Liverpool John Moores University.

Chalmers, C (2017) Adaptive Health Monitoring Using Aggregated Energy Readings from Smart Meters. Doctoral thesis, Liverpool John Moores University.

Evans, MR (2017) On Self Organising Cyberdynamic Policy. Doctoral thesis, Liverpool John Moores University.

Hughes, GD (2017) Supporting Virtualisation Management through an Object Mapping Declarative Language Framework. Masters thesis, Liverpool John Moores University.

Idowu, IO (2017) Classification Techniques Using EHG Signals for Detecting Preterm Births. Doctoral thesis, Liverpool John Moores University.

Kaky, AJM (2017) Intelligent Systems Approach for Classification and Management of Patients with Headache. Doctoral thesis, Liverpool John Moores University.

Mac Dermott, AM (2017) Collaborative Intrusion Detection in Federated Cloud Environments using Dempster-Shafer Theory of Evidence. Doctoral thesis, Liverpool John Moores University.

Tully, DA (2017) Contributions to Big Geospatial Data Rendering and Visualisations. Doctoral thesis, Liverpool John Moores University.