A

Abbas, N, Saba, T, Rehman, A, Mehmood, Z, Kolivand, H, Uddin, M and Anjum, A (2018) Plasmodium life cycle stage classification based quantification of malaria parasitaemia in thin blood smears. Microscopy Research and Technique. ISSN 1097-0029

Abbas, RA (2018) Classification of Foetal Distress and Hypoxia Using Machine Learning. Doctoral thesis, Liverpool John Moores University.

Abdlhamed, M (2018) INTRUSION PREDICTION SYSTEM FOR CLOUD COMPUTING AND NETWORK BASED SYSTEMS. Doctoral thesis, Liverpool John Moores University.

Abdulaimma, B, Hussain, A, Fergus, P, Al-Jumeily, D, Lisboa, P, Huang, D-S and Radi, N (2018) Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), 08 July 2018 - 13 April 2018, Brazil).

Abdulazeez, S (2018) Dynamic Load Balancing for Massively Multiplayer Online Games. Doctoral thesis, Liverpool John Moores University.

Al-Kafri, AS, Sudirman, S, Hussain, AJ, Al-Jumeily, D, Fergus, P, Natalia, F, Meidia, H, Afriliana, N, Sophian, A, Al-Jumaily, M, Al-Rashdan, W and Bashtawi, M (2018) Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 08 July 2018 - 13 July 2018, Rio de Janeiro, BRAZIL).

Al-Shabandar, R, Hussain, A, Liatsis, P and Keight, R (2018) Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach. IEEE Access, 6. pp. 73669-73685. ISSN 2169-3536

Al-ani, R, Zhou, B, Shi, Q and Sagheer, A (2018) A Survey on Secure Safety Applications in VANET. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) . (The 16th IEEE Conference on Smart City, 28 June 2018 - 30 June 2018, Exeter, UK).

AlRabiah, H, Allwood, JW, Correa, E, Xu, Y and Goodacre, R (2018) pH plays a role in the mode of action of trimethoprim on Escherichia coli. PLOS ONE, 13 (7).

Aldawsari, B, Baker, T, Asim, M, Maamar, Z, Al-Jumeily, D and Alkhafajiy, M (2018) A Survey of Resource Management Challenges in Multi-cloud Environment: Taxonomy and Empirical Analysis. Azerbaijan Journal of High Performance Computing, 1 (1). pp. 51-56. ISSN 2616-6127

Aldawsari, BMA (2018) An Energy-Efficient Multi-Cloud Service Broker for Green Cloud Computing Environment. Doctoral thesis, Liverpool John Moores University.

Aleem, S, Sheng, B, Li, P, Yang, P and Feng, DD (2018) Fast and Accurate Retinal Identification System: Using Retinal Blood Vasculature Landmarks. IEEE Transactions on Industrial Informatics. ISSN 1551-3203

Alfoudi, A, Dighriri, M, Otebolaku, AM, Pereira, R and Lee, GM (2018) Mobility Management Architecture in Different RATs Based Network Slicing. In: The 32-nd IEEE International Conference on Advanced Information Networking and Applications . (The 32nd IEEE International Conference on Advanced Information Networking and Applications, 16-18th May 2018, Cracow, Poland).

Alfoudi, ASD (2018) SLICING-BASED RESOURCE ALLOCATION AND MOBILITY MANAGEMENT FOR EMERGING WIRELESS NETWORKS. Doctoral thesis, Liverpool John Moores University.

Ali-Gombe, A, Elyan, E, Savoye, Y and Jayne, C (2018) Few-shot Classifier GAN. In: International joint conference on neural networks (IJCNN 2018) . (2018 International Joint Conference on Neural Networks (IJCNN), 8-13 July 2018, Rio de Janeiro, Brazil).

Alrumaithi, AM (2018) PRIORITISATION IN DIGITAL FORENSICS: A CASE STUDY OF ABU DHABI POLICE. Doctoral thesis, Liverpool John Moores University.

Alshabandar, R, Hussain, A, Keight, R, Laws, A and Baker, T (2018) The Application of Gaussian Mixture Models for the Identification of At-Risk Learners in Massive Open Online Courses. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation, 08 July 2018 - 13 July 2018, Brazil).

Asim, M, Yautsiukhin, A, Brucker, A, Baker, T, Shi, Q and Lempereur, B (2018) Security Policy Monitoring of BPMN-based Service Compositions. Journal of Software: Evolution and Process. ISSN 2047-7473

B

Badri, SKA (2018) Critical Infrastructure Automated Immuno-Response System (CIAIRS). Doctoral thesis, Liverpool John Moores University.

Baker, J, Guillard, F, Marks, B and Einav, I (2018) X-ray rheography uncovers planar granular flows despite non-planar walls. Nature Communications, 9 (1). ISSN 2041-1723

Baker, T, Aldawsari, B, Asim, M, Tawfik, H, Maamar, Z and Buyya, R (2018) Cloud-SEnergy: A Bin-Packing Based Multi-Cloud Service Broker for Energy Efficient Composition and Execution of Data-intensive Applications. Sustainable Computing : informatics and systems. ISSN 2210-5379

Baqa, H, Truong, NB, Cresi, N, Lee, GM and Le Gall, F (2018) Quality of Information as an indicator of Trust in the Internet of Things. In: 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) . (IEEE TrustCom-18, 31 July 2018 - 03 August 2018, New York, USA).

Bilal, M, Khan, W, Muggleton, J, Rustighi, E, Jenks, H, Pennock, SR, Atkins, PR and Cohn, A (2018) Inferring the most probable maps of underground utilities using Bayesian mapping model. Journal of Applied Geophysics, 150. pp. 52-66. ISSN 0926-9851

Boodhun, N and Jayabalan, M (2018) Risk prediction in life insurance industry using supervised learning algorithms. Complex & Intelligent Systems, 4 (2). pp. 145-154. ISSN 2199-4536

Bouhafs, F, MacKay, M, Raschella, A, Shi, Q, den Hartog, F, Saldana, J, Munilla, R, Ruiz-Mas, J, Fernández-Navajas, J, Almodovar, J and van Adrichem, N (2018) Wi-5: A Programming Architecture for Unlicensed Frequency Bands. IEEE Communications Magazine, 56 (12). pp. 178-185. ISSN 0163-6804

Bradley, PS, Laws, A and Ade, JD (2018) How AI could help football managers spot weak links in their teams. The Conversation. ISSN 2201-5639

C

Cai, L, Wang, X, Li, K, Cheng, H and Cao, J (2018) Adaptive Caching Strategy Based on Big Data Learning in ICN. Journal of Internet Technology, 19 (6). pp. 1677-1689. ISSN 1607-9264

Cao, B, Kang, X, Zhao, J, Yang, P, Lv, Z and Liu, X (2018) Differential Evolution-based 3D Directional Wireless Sensor Network Deployment Optimization. IEEE Internet of Things, 5 (5). pp. 3594-3605. ISSN 2327-4662

Cao, B, Zhao, J, Yang, P and Lv, Z (2018) 3D Multi-Objective Deployment of an Industrial Wireless Sensor Network for Maritime Applications Utilizing a Distributed Parallel Algorithm. IEEE Transactions on Industrial Informatics. ISSN 1941-0050

Cao, Y, Wang, T, Zhang, X, Kaiwartya, O, Hashem Eiza, M and Putrus, G (2018) Toward Anycasting-Driven Reservation System for Electric Vehicle Battery Switch Service. IEEE Systems Journal, 13 (1). pp. 906-917. ISSN 1932-8184

Chen, Y, Guizani, M, Zhang, Y, Wang, L, Crespi, N, Lee, GM and Wu, T (2018) When Traffic Flow Prediction and Wireless Big Data Analytics Meet. IEEE Network, 33 (3). pp. 161-167. ISSN 0890-8044

Cheng, X, Yang, P and Yang, Y (2018) Open Knowledge Accessing Method in IoT-based Hospital Information System for Medical Record Enrichment. IEEE Access, 6. pp. 15202-15211. ISSN 2169-3536

Curbelo Montañez, CA, Fergus, P, Montañez, AC, Hussain, A, Al-Jumeily, D and Chalmers, C (2018) Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. In: 2018 International Joint Conference on Neural Networks (IJCNN) . (IEEE World Congress on Computational Intelligence, 8th - 13th July 2018, Rio de Janeiro, Brazil).

D

Dobbins, CM and Fairclough, SH (2018) Signal Processing of Multimodal Mobile Lifelogging Data towards Detecting Stress in Real-World Driving. IEEE Transactions on Mobile Computing. ISSN 1536-1233

Dobbins, CM, Fairclough, SH, Lisboa, PJG and Navarro, FFG (2018) A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices. In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) . (2018 IEEE International Conference on Pervasive Computing and Communications (PerCom’18), 19 March 2018 - 23 March 2018, Athens, Greece).

Dobbins, CM and Rawassizadeh, R (2018) Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition. Informatics, 5 (2). ISSN 2227-9709

E

Ebrahim, AY, Kolivand, H, Rehman, A, Rahim, MSM and Saba, T (2018) Features selection for offline handwritten signature verification: State of the art. International Journal of Computational Vision and Robotics, 8 (6). ISSN 1752-9131

Eiza, MH, Shi, Q, Marnerides, AK, Owens, T and Ni, Q (2018) Efficient, Secure and Privacy-Preserving PMIPv6 Protocol for V2G Networks. IEEE Transactions on Vehicular Technology. ISSN 0018-9545

F

Faci, N, Maamar, Z, Baker, T, Ugljanin, E and Sellami, M (2018) In Situ Mutation for Active Things in the IoT Context. In: Proceedings of the 13th International Conference on Software Technologies . pp. 725-732. (13th International Conference on Software Technologies, 26 - 28 July 2018, Porto, Portugal).

Fahim, M, Baker, T, Khattak, AM, Shah, B, Aleem, S and Chow, F (2018) Context Mining of Sedentary Behavior for Promoting Self-Awareness Using Smartphone. Sensors, 18 (3). ISSN 1424-8220

Fang, H, Wang, V and Yamaguchi, M (2018) Dissecting Deep Learning Networks—Visualizing Mutual Information. Entropy, 20 (11). ISSN 1099-4300

Fergus, P, Montanez, C, Abdulaimma, B, Lisboa, P, Chalmers, C and Pineless, B (2018) Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women. IEEE/ACM Transactions on Computational Biology and Bioinformatics. ISSN 1545-5963

G

Ghafir, I, Prenosil, V, Hammoudeh, M, Baker, T, Jabbar, S, Khalid, S and Jaf, S (2018) BotDet: A System for Real Time Botnet Command and Control Traffic Detection. IEEE Access. ISSN 2169-3536

Ghafir, I, Saleem, J, Hammoudeh, M, Faour, H, Prenosil, V, Jaf, S, Jabbar, S and Baker, T (2018) Security Threats to Critical Infrastructure: The Human Factor. Journal of Supercomputing. ISSN 0920-8542

H

Henry, JM (2018) THE DEVELOPMENT OF A MODULAR FRAMEWORK FOR SERIOUS GAMES AND THE INTERNET OF THINGS. Doctoral thesis, Liverpool John Moores University.

Henry, JM, Tang, SOT, Hanneghan, M and Carter, CJ (2018) A Framework for the Integration of Serious Games and the Internet of Things (IoT). In: 2018 IEEE 6th International Conference on Serious Games and Applications for Health (SeGAH) . (6th International Conference on Serious Games and Applications for Health, IEEE SeGAH 2018, 16 May 2018 - 18 May 2018, Vienna, Austria).

Hu, T, Guo, Z, Baker, T and Lan, J (2018) Multi-controller Based Software-Defined Networking: A Survey. IEEE Access. ISSN 2169-3536

Hussain, A and Ahmed, Z (2018) A survey on video compression fast block matching algorithms. Neurocomputing, 335. pp. 215-237. ISSN 0925-2312

Hussain, A, Al-Fayadh, A and Radi, N (2018) Image Compression Techniques: A Survey in Lossless and Lossy algorithms. Neurocomputing. ISSN 0925-2312

Hussain, A, Liatsis, P, Khalaf, M, Tawfik, H and Alaskar, H (2018) A Dynamic Neural Network Architecture with immunology Inspired Optimization for Weather Data Forecasting. Big Data Research. ISSN 2214-5796

J

Jalil, SAH, Haji Abdul Majid, AR, bin Salleh, MR, Rahman, FH, Uddin, MR, Shah Newaz, SH and Lee, GM (2018) Background Traffic Load Aware Video Class-lecture Client Admission in a Bandwidth Constrained Campus Network. In: Computational Intelligence in Information Systems . pp. 117-128. (The 3rd International Conference on Computational Intelligence in Information Systems (CIIS-2018), 16 November 2018 - 18 November 2018, the City of Bandar Seri Begawan, Brunei Darussalam).

Jayasinghe, U, Lee, GM and MacDermott, Á (2018) Trust-Based Data Controller for Personal Information Management. In: 2018 International Conference on Innovations in Information Technology (IIT) . (IEEE 13th International Conference on Innovations in Information Technology, 18 November 2018 - 19 November 2018, AL AIN, UAE).

Jayasinghe, U, Lee, GM, Um, TW and Shi, Q (2018) Machine Learning based Trust Computational Model for IoT Services. IEEE Transactions on Sustainable Computing, 4 (1). pp. 39-52. ISSN 2377-3782

Jayasinghe, U, Otebolaku, AM, Um, TW and Lee, GM (2018) Data centric trust evaluation and predication framework for IoT. In: 2017 ITU Kaleidoscope: Challenges for a Data-Driven Society (ITU K) . (ITU Kaleidoscope 2017, 27 November 2017 - 29 November 2017, Nanjing, China).

Jayasinghe, UUK (2018) Trust Evaluation in the IoT Environment. Doctoral thesis, Liverpool John Moores University.

K

Kaji, S, Kolivand, H, Madani, R, Salehinia, M and Shafaie, M (2018) Augmented Reality in Smart Cities: A Multimedia Approach. Journal of Engineering Technology, 6 (1). pp. 28-45. ISSN 0747-9964

Kamel, A, Sheng, B, Yang, P, Li, P, Shen, R and Feng, DD (2018) Deep Convolutional Neural Networks for Human Action Recognition Using Depth Maps and Postures. IEEE Transactions on Systems, Man and Cybernetics: Systems. ISSN 2168-2216

Kecskemeti, G, Hajnal, A, Marosi, AC, Kovacs, J, Kacsuk, P and Lovas, R (2018) ENTICE VM image analysis and optimised fragmentation. Journal of Grid Computing, 16 (2). pp. 247-263. ISSN 1570-7873

Kecskemeti, G, Markus, A and Kertesz, A (2018) Cost-efficient Datacentre Consolidation for Cloud Federations. In: Proceedings of the 8th International Conference on Cloud Computing and Services Science , 1. (The 8th International Conference on Cloud Computing and Services Science, CLOSER 2018, 19 March 2018 - 21 March 2018, Funchal, Madeira, Portugal).

Kecskemeti, G, Nemeth, Z, Kertesz, A and Ranjan, R (2018) Cloud Workload Prediction based on Workflow Execution Time Discrepancies. Cluster Computing. ISSN 1386-7857

Kendrick, P, Baker, T, Maamar, Z, Hussain, A, Buyya, R and Al-Jumeily, D (2018) An Efficient Multi-Cloud Service Composition Using A Distributed Multiagent-based, Memory-driven Approach. IEEE Transactions on Sustainable Computing. ISSN 2377-3782

Kendrick, P, Criado, N, Hussain, A and Randles, M (2018) A Self-Organising Multi-Agent System For Decentralised Forensic Investigations. Expert Systems with Applications, 102. pp. 12-26. ISSN 0957-4174

Kendrick, PG (2018) A Multi-Agent Approach to Advanced Persistent Threat Detection in Networked Systems. Doctoral thesis, Liverpool John Moores University.

Khalaf, M, Hussain, A, Al-Jumeily, D, Baker, T, Keight, R, Lisboa, P, Alkafri, A and Fergus, P (2018) A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation, 08 July 2018 - 13 July 2018, Brazil).

Khalaf, MI (2018) Machine Learning Approaches and Web-Based System to the Application of Disease Modifying Therapy for Sickle Cell. Doctoral thesis, Liverpool John Moores University.

Khan, W, Crockett, K and Bilal, M (2018) Adaptive framing based similarity measurement between time warped speech signals using Kalman filter. International Journal of Speech Technology, 21 (2). pp. 343-354. ISSN 1381-2416

Kifayat, K, Shi, Q, Askwith, RJ and McWhirter, PR (2018) SQL Injection Attack Classification through the Feature Extraction of SQL Query strings using a Gap-Weighted String Subsequence Kernel. Journal of Information Security and Applications, 40. pp. 199-216. ISSN 2214-2126

Kolivand, H, El Rhalibi, A, Abdulazeez, S and Praiwattana, P (2018) Cultural Heritage in Marker-Less Augmented Reality: A Survey. In: Turcanu-Carutiu, D and Ion, R-M, (eds.) Advanced Methods and New Materials for Cultural Heritage Preservation. Intechopen, London.

Kolivand, H, El Rhalibi, A, Sunar, MS and Saba, T (2018) ReVitAge: Realistic Virtual Heritage Taking Shadows and Sky Illumination into Account. Journal of Cultural Heritage. ISSN 1296-2074

Kolivand, H, Mei Fern, B, Mohd Rahim, MS, Sulong, G, Baker, T and Tully, D (2018) An expert botanical feature extraction technique based on phenetic features for identifying plant species. PLoS ONE. ISSN 1932-6203

Kolivand, H, Saba, T, Rahman, A, Fern, B and Rahim, S (2018) A New Leaf Venation Detection Technique for Plant Species Classification. Arabian Journal for Science and Engineering, 44 (4). pp. 3315-3327. ISSN 1319-8025

Kolivand, H, Sunar, MS, Kakh, S, Al-Rousan, R and Ismahafezi, I (2018) Photorealistic rendering: a survey on evaluation. Multimedia Tools and Applications. ISSN 1380-7501

Kolivand, H, Sunar, MS, Saba, T and Ali, H (2018) ReLiShaft: realistic real-time light shaft generation taking sky illumination into account. Multimedia Tools and Applications. ISSN 1380-7501

Kyffin, JA (2018) Establishing species-specific 3D liver microtissues for repeat dose toxicology and advancing in vitro to in vivo translation through computational modelling. Doctoral thesis, Liverpool John Moores University.

L

Lee, GM, Um, T-W and Choi, JK (2018) AI as a Microservice (AIMS) over 5G networks. In: 2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K) . (ITU Kaleidoscope Conference, 26 November 2018 - 28 November 2018, Santa Fe, Argentina).

Lever, KE (2018) Identifying and Mitigating Security Risks in Multi-Level Systems-of-Systems Environments. Doctoral thesis, Liverpool John Moores University.

Levin, L, Armour, W, Baffa, C, Barr, E, Cooper, S, Eatough, R, Ensor, A, Giani, E, Karastergiou, A, Karuppusamy, R, Keith, M, Kramer, M, Lyon, R, Mackintosh, M, Mickaliger, M, van Nieuwpoort, R, Pearson, M, Prabu, T, Roy, J, Sinnen, O et al, Spitler, L, Spreeuw, H, Stappers, BW, van Straten, W, Williams, C, Wang, H and Wiesner, K (2018) Pulsar Searches with the SKA. Proceedings of the International Astronomical Union, 13 (S337). pp. 171-174. ISSN 1743-9213

Liu, CYJ (2018) Facial identification from online images for use in the prevention of child trafficking and exploitation. Doctoral thesis, Liverpool John Moores University.

Lv, F, Zheng, X, Zhao, F, Wang, J, Wang, Z, Yuan, S, He, Y, Zhang, C and Wang, Z (2018) A 2-40 Gb/s PAM4/NRZ dual-mode wireline transmitter with 4:1 MUX in 65-nm CMOS. Journal of Semiconductor Technology and Science, 18 (2). pp. 270-280. ISSN 1598-1657

Lyon, RJ (2018) Fifty Years of Candidate Pulsar Selection - What next? Proceedings of the International Astronomical Union, 13 (S337). pp. 25-28. ISSN 1743-9213

M

Maamar, Z, Baker, T, Sellami, M, Muhammad, A, Emir, U and Faci, N (2018) Cloud versus Edge: Who Serves the Internet-of-Things Better? Internet Technology Letters. ISSN 2476-1508

Mac Dermott, AM, Baker, T and Shi, Q (2018) IoT Forensics: Challenges For The IoA Era. In: 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS) . (2018 9th IFIP International Conference on New Technologies Mobility and Security (NTMS), 26 February 2018 - 28 February 2018, Paris, France.).

Maines, CL (2018) A Framework for the Extension and Visualisation of Cyber Security Requirements in Modelling Languages. Doctoral thesis, Liverpool John Moores University.

McWhirter, PR (2018) An Automated Pipeline for Variability Detection and Classification for the Small Telescopes Installed at the Liverpool Telescope. Doctoral thesis, Liverpool John Moores University.

McWhirter, PR, Hussain, A, Steele, IA, Al-Jumeily, D and Vellasco, M (2018) GRAPE: Genetic Routine for Astronomical Period Estimation. Monthly Notices of the Royal Astronomical Society, 479 (4). pp. 5196-5213. ISSN 1365-2966

Menschaert, G, Wang, X, Jones, AR, Ghali, F, Fenyo, D, Olexiouk, V, Zhang, B, Deutsch, EW, Ternent, T and Vizcaino, JA (2018) The proBAM and proBed standard formats: enabling a seamless integration of genomics and proteomics data. Genome Biology, 19. ISSN 1474-760X

Michilli, D, Hessels, JWT, Lyon, RJ, Tan, CM, Bassa, C, Cooper, S, Kondratiev, VI, Sanidas, S, Stappers, BW and van Leeuwen, J (2018) Single-pulse classifier for the LOFAR Tied-Array All-sky Survey. Monthly Notices of the Royal Astronomical Society, 480 (3). pp. 3457-3467. ISSN 0035-8711

Moara-Nkwe, K, Shi, Q, Lee, GM and Eiza, MH (2018) A Novel Physical Layer Secure Key Generation and Refreshment Scheme for Wireless Sensor Networks. IEEE Access, 6. pp. 11374-11387. ISSN 2169-3536

Mrabet, A (2018) Factors Affecting Electronic Commerce Acceptance and Usage in Libyan ICT Organizations. Doctoral thesis, Liverpool John Moores University.

N

Nguyen, QH, Johnson, P, Nguyen, TT and Randles, M (2018) Optimized Indoor Positioning for static mode smart devices using BLE. In: 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, 08 October 2017 - 13 October 2017, Montreal, Canada).

Nguyen Viet, H, Nguyen Van, Q, Thi Trang, LL and Shone, N (2018) Using Deep Learning Model for Network Scanning Detection. In: Proceedings of the 4th International Conference on Frontiers of Educational Technologies (18). pp. 117-121. (ICFET '18 Proceedings of the 4th International Conference on Frontiers of Educational Technologies, 25 June 2018 - 27 June 2018, Moscow, Russian Federation).

Nnamoko, NA (2018) Ensemble-based Supervised Learning for Predicting Diabetes Onset. Doctoral thesis, Liverpool John Moores University.

Nnamoko, NA, Hussain, A and England, D (2018) Predicting Diabetes Onset: an Ensemble Supervised Learning Approach. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation, 08 July 2018 - 13 July 2018, Brazil).

O

Otebolaku, AM and Lee, GM (2018) A Framework for Exploiting Internet of Things for Context-Aware Trust-based Personalized Services. Mobile Information Systems. ISSN 1574-017X

Oueida, S, Kotb, Y, Aloqaily, M, Jararweh, Y and Baker, T (2018) An Edge Computing Based Smart Healthcare Framework for Resource Management. Sensors, 18 (12). ISSN 1424-2818

P

Pilavakis, V and Raschella, A (2018) Evaluation results. Project Report. Horizon 2020 European Union Funding for Research & Innovation.

Praiwattana, P (2018) INVESTIGATION INTO GAME-BASED CRISIS SCENARIO MODELLING AND SIMULATION SYSTEM. Doctoral thesis, Liverpool John Moores University.

Q

Qi, J, Yang, P, Hanneghan, M, Tang, SO and Zhou, B (2018) A Hybrid Hierarchical Framework for Gym Physical Activity Recognition and Measurement Using Wearable Sensors. IEEE Internet of Things Journal. ISSN 2327-4662

Qi, J, Yang, P, Waraich, A, Deng, Z, Zhao, Y and Yang, Y (2018) Examining sensor-based physical activity recognition and monitoring for healthcare using Internet of Things: A systematic review. Journal of Biomedical Informatics, 87. pp. 138-153. ISSN 1532-0464

Qurratu aini, D, Sophian, A, Sediono, W, Yusof, HM and Sudirman, S (2018) Visual-based fingertip detection for hand rehabilitation. Indonesian Journal of Electrical Engineering and Computer Science, 9 (2). ISSN 2502-4752

R

Rad, AE, Rahim, MSM, Kolivand, H and Norouzi, A (2018) Automatic computer-aided caries detection from dental x-ray images using intelligent level set. Multimedia Tools and Applications. ISSN 1380-7501

Rahman, FH, Au, TW, Shah Newaz, SH, Suhaili, WS and Lee, GM (2018) Find My Trustworthy Fogs: A Fuzzy-based Trust Evaluation Framework. Future Generation Computer Systems. ISSN 0167-739X

Raschella, A, Bouhafs, F and Saldana, J (2018) Final Specification of Cooperative Functionalities. Project Report. Horizon 2020 European Union Funding for Research & Innovation.

Rehman, A, Abbas, N, Saba, T, Mahmood, T and Kolivand, H (2018) Rouleaux red blood cells splitting in microscopic thin blood smear images via local maxima, circles drawing, and mapping with original RBCs. Microscopy Research and Technique. ISSN 1097-0029

Rehman, A, Abbas, N, Saba, T, Rahman, SIU, Mehmood, Z and Kolivand, H (2018) Classification of acute lymphoblastic leukemia using deep learning. Microscopy Research and Technique, 81 (11). ISSN 1097-0029

S

Saba, T, Rehman, A, Mehmood, Z, Kolivand, H and Sharif, M (2018) Image Enhancement and Segmentation Techniques for Detection of Knee Joint Diseases: A Survey. Current Medical Imaging Reviews, 14 (5). pp. 704-715. ISSN 1573-4056

Saldana, J, Munilla, R, Ruiz-Mas, J, Fernández-Navajas, J, Raschella, A, Almodóvar, J and Eryigit, S (2018) Final specification of the Smart AP solutions. Project Report. Horizion 2020 European Union Funding for Research & Innovation.

Shone, N, Tran Nguyen, N, Vu Dinh, P and Shi, Q (2018) A Deep Learning Approach to Network Intrusion Detection. IEEE Transactions on Emerging Topics in Computational Intelligence, 2 (1). ISSN 2471-285X

T

Tajdini, M (2018) Developing an Advanced IPv6 Evasion Attack Detection Framework. Doctoral thesis, Liverpool John Moores University.

Taylor, MJ, Reilly, D and Wren, C (2018) Internet of things support for marketing activities. Journal of Strategic Marketing. ISSN 0965-254X

Thulnoon, AAT (2018) EFFICIENT RUNTIME SECURITY SYSTEM FOR DECENTRALISED DISTRIBUTED SYSTEMS. Doctoral thesis, Liverpool John Moores University.

Topal, O, Saldana, J, Raschella, A and de Nijs, J (2018) Integration Results. Project Report. Horizon 2020 European Union Funding for Research & Innovation.

Truong, NB (2018) Evaluation of Trust in the Internet Of Things: Models, Mechanisms And Applications. Doctoral thesis, Liverpool John Moores University.

Truong, NB, Um, TW, Zhou, B and Lee, GM (2018) Strengthening the Blockchain-based Internet of Value with Trust. In: 2018 IEEE International Conference on Communications (ICC) . (IEEE International Conference on Communications (ICC), 20 May 2018 - 24 May 2018, Kansas City, USA).

U

Um, TW, Lee, GM and Lee, HW (2018) Trustworthiness Management in Sharing CDN Infrastructure. In: 2018 International Conference on Information Networking (ICOIN) . (ICOIN 2018, 10 January 2018 - 12 January 2018, Chiang Mai, Thailand).

V

Vedadi, S, Abdullah, ZB, Kolivand, H, Cheok, AD and Aris, BB (2018) Impact of Gender on Vocabulary Acquisition Using Augmented Reality Among Iranian Seventh Grades Students. Advanced Science Letters, 24 (6). pp. 4030-4033. ISSN 1936-6612

Viroulet, S, Baker, JL, Rocha, FM, Johnson, CG, Kokelaar, BP and Gray, JMNT (2018) The kinematics of bidisperse granular roll waves. Journal of Fluid Mechanics, 848. pp. 836-875. ISSN 0022-1120

Y

Yang, P (2018) User Profiling in Elderly Healthcare Services in China: Scalper Detection. IEEE Journal of Biomedical and Health Informatics, 22 (6). pp. 1796-1806. ISSN 2168-2194

Yang, P, Cao, B, Zhao, J, Liu, X and Zhang, Y (2018) 3D deployment optimization for Heterogeneous Wireless Directional Sensor Networks on Smart City. IEEE Transactions on Industrial Informatics, 15 (3). pp. 1798-1808. ISSN 1941-0050

Yang, P, Fan, D, Yang, J, Zhang, J, Lv, Z, Huang, H and Qi, J (2018) Effectively Measuring Respiratory Flow with Portable Pressure Data using Back Propagation Neural Network. IEEE Journal of Translational Engineering in Health and Medicine, 6. ISSN 2168-2372

Yang, P, Karambakhsh, A, Bin, S and Li, P (2018) Deep gesture interaction for augmented anatomy learning. International Journal of Information Management. ISSN 0268-4012

Yang, P, Muhammad, K, Ahmad, J, Lv, Z, Bellavista, P and Baik, S (2018) Efficient Deep CNN-Based Fire Detection and Localisation in Video Surveillance Applications. IEEE Transactions on Systems Man and Cybernetics: Systems. ISSN 2168-2216

Yang, P, Shehab, A, Elhoseny, M, Muhammad, K, Sangaiah, A, Huang, H and Hou, G (2018) Secure and Robust Fragile Watermarking Scheme for Medical Images. IEEE Access, 6. pp. 10269-10278. ISSN 2169-3536

Z

Zhou, B, Maines, CL, Tang, SO and Shi, Q (2018) A Framework for the Visualisation of Cyber Security Requirements and its Application in BPMN. In: Parkinson, S, Crampton, A and Hill, R, (eds.) Guide to Vulnerability Analysis for Computer Networks and Systems. Springer, pp. 339-366. ISBN 978-3-319-92624-7

Zhou, B, Maines, CL, Tang, SOT, Shi, Q, Yang, P, Yang, Q and Qi, J (2018) A 3D Security Modelling Platform for Social IoT Environments. IEEE Transactions on Computational Social Systems, 5 (4). pp. 1174-1188. ISSN 2329-924X