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Al-Jumeily, D, Arshad, D, Tariq, N, Baker, T, Tawfik, H and Asim, M (2022) A Lightweight Trust-enabled Routing in RPL-based IoT Networks Against Sybil Attack. PLoS One, 17 (7). ISSN 1932-6203

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Alatrany, SSJ, Ogden, R, Falaiyah, AM, ALdrraji, HAS and Alatrany, ASS (2022) The passage of time in Iraq during the covid-19 pandemic. PLoS One, 17 (4). ISSN 1932-6203

Aldraimli, M, Osman, S, Grishchuck, D, Ingram, S, Lyon, R, Mistry, A, Oliveira, J, Samuel, R, Shelley, LEA, Soria, D, Dwek, MV, Aguado-Barrera, ME, Azria, D, Chang-Claude, J, Dunning, A, Giraldo, A, Green, S, Gutiérrez-Enríquez, S, Herskind, C, van Hulle, H et al, Lambrecht, M, Lozza, L, Rancati, T, Reyes, V, Rosenstein, BS, de Ruysscher, D, de Santis, MC, Seibold, P, Sperk, E, Symonds, RP, Stobart, H, Taboada-Valadares, B, Talbot, CJ, Vakaet, VJL, Vega, A, Veldeman, L, Veldwijk, MR, Webb, A, Weltens, C, West, CM, Chaussalet, TJ and Rattay, T (2022) Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort. Advances in Radiation Oncology, 7 (3). ISSN 2452-1094

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Ali, MA, Hussain, AJ and Sadiq, AT (2022) Human Body Posture Recognition Approaches. ARO-The Scientific Journal of Koya University, 10 (1). pp. 75-84. ISSN 2410-9355

Ali, MA, Hussain, AJ and Sadiq, AT (2022) Human Fall Down Recognition Using Coordinates Key Points Skeleton. International journal of online and biomedical engineering, 18 (2). pp. 88-104.

Ali Kumar, DSNKP, Shah Newaz, SH, Rahman, FH, Lee, GM, Karmakar, G and Au, T-W (2022) Green Demand Aware Fog Computing: A Prediction-based Dynamic Resource Provisioning Approach. Electronics, 11 (4). ISSN 2079-9292

Almasi, S, Ahmadi, H, Asadi, F, Shahmoradi, L, Arji, G, Alizadeh, M and Kolivand, H (2022) Kinect-Based Rehabilitation Systems for Stroke Patients: A Scoping Review. BioMed Research International, 2022. p. 4339054. ISSN 2314-6133

Aras, S and Lisboa, P (2022) Explainable inflation forecasts by machine learning models. Expert Systems with Applications, 207. ISSN 0957-4174

Bashir, RN, Bajwa, IS, Abbas, MZ, Rehman, A, Saba, T, Bahaj, SA and Kolivand, H (2022) Internet of things (IoT) assisted soil salinity mapping at irrigation schema level. Applied Water Science, 12 (5). ISSN 2190-5487

Bell, PC (2022) Polynomially Ambiguous Probabilistic Automata on Restricted Languages. Journal of Computer and System Sciences. ISSN 0022-0000

Bell, PC and Potapov, I (2022) Towards Uniform Online Spherical Tessellations. Discrete and Computational Geometry: an international journal of mathematics and computer science. ISSN 0179-5376

Bellfield, RAA, Ortega-Martorell, S, Lip, GYH, Oxborough, D and Olier, I (2022) The Athlete’s Heart and Machine Learning: A Review of Current Implementations and Gaps for Future Research. Journal of Cardiovascular Development and Disease, 9 (11). ISSN 2308-3425

Bethell, EJ, Khan, W and Hussain, A (2022) A deep transfer learning model for head pose estimation in rhesus macaques during cognitive tasks: towards a nonrestraint noninvasive 3Rs approach. Applied Animal Behaviour Science. ISSN 0168-1591

Bouhafs, F, Raschella, A, Mackay, M and den Hartog, F (2022) A Spectrum Management Platform Architecture to Enable a Sharing Economy in 6G. Future Internet, 14 (11).

Chidlow, SJ, Randle, LE and Kelly, RA (2022) Predicting physiologically-relevant oxygen concentrations in precision-cut liver slices using mathematical modelling. PLOS ONE, 17 (11).

Coan, L, Williams, B, Venkatesh, KA, Upadhyaya, S, Kafri, AA, Czanner, S, Venkatesh, R, Willoughby, CE, Kavitha, S and Czanner, G (2022) Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review. Survey of ophthalmology. ISSN 0039-6257

Demokri Dizji, P, Joudaki, S and Kolivand, H (2022) A New Traffic Sign Recognition Technique Taking Shuffled Frog-Leaping Algorithm into Account. Wireless Personal Communications. pp. 1-17. ISSN 0929-6212

Dia, I, Ahvar, E and Lee, GM (2022) Performance Evaluation of Machine Learning and Neural Network-based Algorithms for Predicting Segment Availability in AIoT-based Smart Parking. Network, 2 (2). pp. 225-238. ISSN 2673-8732

Edelmann, L, Hempel, M, Podsiadlo, N, Schweizer, N, Tong, C, Galvain, T, Taylor, H and Schüler, M (2022) Reduced Length of Stay Following Patient Pathway Optimization for Primary Hip and Knee Arthroplasty at a Swiss Hospital. ClinicoEconomics and Outcomes Research, 14. pp. 105-117.

Fairclough, SH, Stamp, K and Dobbins, C (2022) Functional Connectivity Across Dorsal And Ventral Attention Networks In Response To Task Difficulty And Experimental Pain. Neuroscience Letters, 793. ISSN 0304-3940

Fawcett, SA, Al Kassas, R, Dykes, IM, Hughes, AT, Ghali, F and Ross, K (2022) A Time to Heal: MicroRNA and Circadian Dynamics in Cutaneous Wound Repair. Clinical Science, 136 (8). pp. 579-597. ISSN 0143-5221

Flora, J, Khan, W, Jin, J, Jin, D, Hussain, A, Dajani, K and Khan, B (2022) Usefulness of Vaccine Adverse Event Reporting System for Machine-Learning Based Vaccine Research: A Case Study for COVID-19 Vaccines. International Journal of Molecular Sciences, 23 (15). p. 8235. ISSN 1661-6596

Galvain, T, Hill, R, Donegan, S, Lisboa, P, Lip, GYH and Czanner, G (2022) Efficacy and Safety of Anticoagulants in Patients with Atrial Fibrillation and History of Falls or Risk of Falls: A Systematic Review and Multilevel Meta-Analysis. Drug Safety, 45 (11). pp. 1349-1362. ISSN 0114-5916

Galvain, T, Hill, R, Donegan, S, Lisboa, P, Lip, GYH and Czanner, G (2022) The management of anticoagulants in patients with atrial fibrillation and history of falls or risk of falls: protocol for a systematic review and meta-analysis. Systematic Reviews, 11 (63). ISSN 2046-4053

Galvain, T, Mantel, J, Kakade, O and Board, TN (2022) Treatment patterns and clinical and economic burden of hip dislocation following primary total hip arthroplasty in England. The Bone & Joint Journal, 104 B (7). pp. 811-819. ISSN 2049-4394

Ghareeb, S, Hussain, A, Al-Jumeily, D, Khan, W, Al Jumeily, R, Baker, T, Al Shammaa, A and Khalaf, M (2022) Evaluating student levelling based on machine learning model’s performance. Discover Internet of Things, 2 (1).

Givnan, S, Chalmers, C, Fergus, P, Ortega-martorell, S and Whalley, T (2022) Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors. Sensors, 22 (9). p. 3166. ISSN 1424-8220

Halava, V, Harju, T, Niskanen, R and Potapov, I (2022) Integer Weighted Automata on Infinite Words. International Journal of Foundations of Computer Science. ISSN 0129-0541

Harwood, R, Bridge, J, Ressel, L, Scarfe, L, Sharkey, J, Czanner, G, Kalra, PA, Odudu, A, Kenny, S, Wilm, B and Murray, P (2022) Murine models of renal ischemia reperfusion injury: An opportunity for refinement using noninvasive monitoring methods. Physiological Reports, 10 (5). ISSN 2051-817X

Hurst, W, Tekinerdogan, B, Alskaif, T, Boddy, A and Shone, N (2022) Securing electronic health records against insider-threats: A supervised machine learning approach. Smart Health, 26. p. 100354. ISSN 2352-6483

Hurst, W, Withington, A and Kolivand, H (2022) Virtual conference design: features and obstacles. Multimedia Tools and Applications. ISSN 1380-7501

Javed, F, Saif-ul-Allah, MW, Ahmed, F, Rashid, N, Hussain, A, Zimmerman, WB and Rehman, F (2022) Kinetics of Biodiesel Production from Microalgae Using Microbubble Interfacial Technology. Bioengineering, 9 (12).

Joeris, A, Kabiri, M, Galvain, T, Vanderkarr, M, Holy, CE, Plaza, JQ, Tien, S, Schneller, J and Kammerlander, C (2022) Cost-Effectiveness of Cement Augmentation Versus No Augmentation for the Fixation of Unstable Trochanteric Fractures. Journal of Bone and Joint Surgery: American Volume, 104 (22). pp. 2026-2034. ISSN 0021-9355

Jones, ID, Lane, DA, Lotto, RR, Oxborough, D, Neubeck, L, Penson, PE, Czanner, G, Shaw, A, Johnston-Smith, E, Santos, A, McGinn, EE, Ajiboye, A, Town, N and Lip, GYH (2022) Supermarket/Hypermarket Opportunistic Screening for Atrial Fibrillation (SHOPS-AF): A Mixed Methods Feasibility Study Protocol. Journal of Personalized Medicine, 12 (4). ISSN 2075-4426

Ju, W, Doran, DA, Hawkins, R, Evans, M, Laws, A and Bradley, P (2022) Contextualised high-intensity running profiles of elite football players with reference to general and specialised tactical roles. Biology of Sport, 40 (1). pp. 291-301. ISSN 0860-021X

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Khan, W, Khan, BM, Yasen, S, Al-Dahiri, A, Al-Jumeily, D, Dajani, K and Hussain, A (2022) COVID-19 Vaccination and Mental Stress within Diverse Sociodemographic Groups. International Journal of Environmental Research and Public Health, 19 (19). p. 12932.

Khudhair, ZS, Zubaidi, SL, Ortega-Martorell, S, Al-Ansari, N, Ethaib, S and Hashim, KS (2022) A Review of Hybrid Soft Computing and Data Pre-Processing Techniques to Forecast Freshwater Quality’s Parameters: Current Trends and Future Directions. Environments, 9 (7). ISSN 2076-3298

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Wu, Y, Al-Jumaili, SJ, Al-Jumeily, D and Bian, H (2022) Prediction of the Nitrogen Content of Rice Leaf Using Multi-Spectral Images Based on Hybrid Radial Basis Function Neural Network and Partial Least-Squares Regression. Sensors, 22 (22). ISSN 1424-8220

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Book Section

Jayabalan, M (2022) Application of Machine Learning to User Behavior-Based Authentication in Smartphone and Web. In: Applications of Machine Learning and Deep Learning for Privacy and Cybersecurity. IGI Global, pp. 73-94.

Mac Dermott, AM and Hung, P (2022) Machine Learning and the Trusted Internet of Things (IoT). In: Phung, D, Webb, GI and Sammut, C, (eds.) Encyclopedia of Machine Learning and Data Science. Springer.

Reilly, D (2022) Bayesian Networks for Decision Support in Emergency Response: A Model for Missing Person Investigations. In: Reilly, Denis, (ed.) Contemporary Issues in Information Systems A Global Perspective. BoD – Books on Demand, London, UK, pp. 35-45. ISBN 9781839694639

Conference or Workshop Item

Bell, PC and Potapov, I (2022) Towards Uniform Online Spherical Tessellations. In: Lecture Notes in Computer Science , 67. pp. 1124-1146. (Computability in Europe, 15 July 2019 - 19 July 2019, Durham, UK).

Choi, T, Kim, H, Kim, J, Yoon, CS and Lee, GM (2022) Quantum key distribution networks for trusted 5G and beyond: An ITU-T standardization perspective. In: 2021 ITU Kaleidoscope: Connecting Physical and Virtual Worlds (ITU K) . (The ITU Kaleidoscope Academic Conferences, 06 December 2021 - 10 December 2021, Online).

Jamil, M, Hassan, B, Ahmed, SS, Maheshwari, M and Sahu, BJR (2022) Deep Learning-Based Cell Outage Detection in Next Generation Networks. In: Intelligent and Cloud Computing Proceedings of ICICC 2021 . pp. 491-500. (International Conference in Innovative Computing and Communication 2021, 20th Feb - 21st Feb 2021, Virtual).

Khan, W, Topham, L, Khan, B, Yasen, S, Al-Dahiri, A, Vellasco, M, Kolivand, H and Hussain, A (2022) Acceptance and Perception of Covid-19 Vaccination for Children. In: 2022 IEEE World Congress on Computational Intelligence . (2022 IEEE World Congress on Computational Intelligence, Padova, Italy).

Kolivand, H, Asadianfam, S and Wrotkowski, D (2022) Investigation on the Impact of Video Games on People Who Use New Technology. In: TIOTC 2021: Emerging Technology Trends in Internet of Things and Computing . pp. 365-379. (International Conference on Emerging Technology Trends in Internet of Things, 6th - 8th June 2021, Erbil, Iraq).

Liu, C, Guo, L, Qiao, Z, Li, J, Ren, P, Ye, S, Zhou, B, Zhang, J, Ji, Z, Wang, R and Huang, R (2022) Realization of NOR logic using Cu/ZnO/Pt CBRAM. In: 6th IEEE Electron Devices Technology and Manufacturing Conference, EDTM . pp. 132-134. (2022 6th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 6th March - 9th March 2022, Oita, Japan).

Mac Dermott, AM, Heath, H and Akinbi, A (2022) Disappearing Messages: Privacy or Piracy? In: CONF-IRM 2022 Proceedings , 10. (the 15th Association for Information Systems (AIS) International Conference on Information Resources Management (Conf-IRM 2022), Ontario, Canada).

Mac Dermott, AM, Motylinski, M, Iqbal, F, Stamp, K, Hussain, M and Marrington, A (2022) Using deep learning to detect social media ‘trolls’. In: Forensic Science International: Digital Investigation , 43 (301446). (DFRWS APAC 2022, Adelaide, Australia).

Ninh, TP, Hung Nguyen, V, Shone, N and Babenko, M (2022) Function Exclusion in Automated Security Patch Testing Using Chopped Symbolic Execution. In: 2021 18th NAFOSTED Conference on Information and Computer Science (NICS) . (2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 21 December 2021 - 22 December 2021, Hanoi, Vietnam).

Qiao, Z, Li, J, Liu, C, Guo, L, Ren, P, Ye, S, Zhou, B, Zhang, J, Ji, Z, Liu, J, Wang, R and Huang, R (2022) Realization of Logical NOT Based on Standard DRAM Cells for security-centric Compute-in-Memory applications. In: 6th IEEE Electron Devices Technology and Manufacturing Conference, EDTM 2022 . pp. 333-335. (6th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 6th March 2022 - 9th March 2022, Oita, Japan).

Quan, NV, Nguyen, VH, Cao, VL, Le-Khac, N-A and Shone, N (2022) A Robust PCA Feature Selection to Assist Deep Clustering Autoencoder-Based Network Anomaly Detection. In: 20218th NAFOSTED Conference on Information and Computer Science (NICS) . (2021 8th NAFOSTED Conference on Information and Computer Science (NICS) (NICS’21), 21 December 2021 - 22 December 2021, Hanoi, Vietnam).

Walters, B, Ortega Martorell, S, Olier-Caparroso, I and Lisboa, P (2022) Towards interpretable machine learning for clinical decision support. In: Proceedings of the International Joint Conference on Neural Networks . (International Joint Conference on Neural Networks, Padua, Italy).

Wilson, M, Abbas, I, Tang, L, Birkett, JW, Khan, I, Al-Jumeily, D and Assi, S (2022) Field Detection of Cocaine and its Impurities in Human Fingernails Using Portable Attenuated Total-Reflectance Fourier transform Infrared Spectroscopy and Machine Learning Analytics. In: Joint Pharmaceutical Analysis Group (JPAG), London, UK.

Book

Reilly, D (2022) Contemporary Issues in Information Systems A Global Perspective. IntechOpen. ISBN 9781839694639

Thesis

Adewuyi, A (2022) Trust Modelling and Management for Collaborative and Composite Applications in the Internet of Things. Doctoral thesis, Liverpool John Moores University.

Alqarni, A (2022) Contributions to Service Level Agreement (SLA), Negotiation and Monitoring in Cloud Computing. Doctoral thesis, Liverpool John Moores University.

Avramidis, I (2022) Experimental evaluation of a CPU Live Migration on ARM based Bare metal Instances. Doctoral thesis, Liverpool John Moores University.

Ghareeb, S (2022) MACHINE LEARNING MODEL FOR EDUCATION LEVELLING IN MULTICULTURAL COUNTRIES USING UAE AS A CASE STUDY. Doctoral thesis, Liverpool John Moores University.

McCabe, P (2022) Diagnostic and Predictive Modelling in Osteoarthritis using Statistical and Machine Learning Tools. Doctoral thesis, Liverpool John Moores University.

Mitchinson, A (2022) Mathematical modelling for topographically influenced cell migration and the modulating effect of Gap27 on connexin 43 cycling and 2-d scrape wound closure: applications to cutaneous wound healing. Doctoral thesis, Liverpool John Moores University.

Mwansa, M (2022) Modelling and Predicting Energy Usage from Smart Meter Data and Consumer behaviours in Residential Houses. Doctoral thesis, Liverpool John Moores University.

Riley, P (2022) Explainable machine learning models to assist with cancer diagnosis. Doctoral thesis, Liverpool John Moores University.

Yousefi, F (2022) Brain Signal as a New Biometric Authentication Method. Doctoral thesis, Liverpool John Moores University.