A

Adewuyi, AA, Cheng, H, Shi, Q, Cao, J, Wang, X and Zhou, B (2021) SC-TRUST: A Dynamic Model for Trustworthy Service Composition in the Internet of Things. IEEE Internet of Things Journal. ISSN 2327-4662

Akinbi, A and Ojie, E (2021) Forensic analysis of open-source XMPP/Jabber multi-client instant messaging apps on Android smartphones. SN Applied Sciences, 3 (4). ISSN 2523-3963

Akinbi, O, Forshaw, MJ and Blinkhorn, V (2021) Contact tracing apps for the COVID-19 pandemic: a systematic literature review of challenges and future directions for neo-liberal societies. Health Information Science and Systems, 9. ISSN 2047-2501

Al-Hamar, Y, Kolivand, H, Tajdini, M, Saba, T and Ramachandran, V (2021) Enterprise Credential Spear-phishing attack detection. Computers and Electrical Engineering, 94. ISSN 0045-7906

Alanezi, A, Abd-El-Atty, B, Kolivand, H, Abd El-Latif, AA, Abd El-Rahiem, B, Sankar, S and S. Khalifa, H (2021) Securing Digital Images through Simple Permutation-Substitution Mechanism in Cloud-Based Smart City Environment. Security and Communication Networks, 2021. ISSN 1939-0114

Aldhaibani, OA, AL-Jumaili, MH, Raschella, A, Kolivand, H and Preethi, AP (2021) A centralized architecture for autonomic quality of experience oriented handover in dense networks. Computers and Electrical Engineering, 94. ISSN 0045-7906

Aljaaf, AJ, Mohsin, TM, Al-Jumeily, D and Alloghani, M (2021) A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ. Journal of Biomedical Informatics, 118. ISSN 1532-0464

Alsmadi, H (2021) Long-term Follow-up of Hydrocephalus Patients and Prediction of Risk Factors using Machine Learning. Doctoral thesis, Liverpool John Moores University.

Alwan, JK, Hussain, A, Abd, DH, Sadiq, AT, Khalaf, M and Liatsis, P (2021) Political Arabic Articles Orientation Using Rough Set Theory with Sentiment Lexicon. IEEE Access. ISSN 2169-3536

B

Banton, M (2021) A Deep Learning-based Approach to Identifying and Mitigating Network Attacks Within SDN Environments Using Non-standard Data Sources. Doctoral thesis, Liverpool John Moores University.

Bell, PC and Hirvensalo, M (2021) On injectivity of quantum finite automata. Journal of Computer and System Sciences, 122. pp. 19-33. ISSN 0022-0000

Bell, PC, Potapov, I and Semukhin, P (2021) On the Mortality Problem: From Multiplicative Matrix Equations to Linear Recurrence Sequences and Beyond. Information and Computation. ISSN 0890-5401

Bell, PC and Semukhin, P (2021) Decision Questions for Probabilistic Automata on Small Alphabets. In: Leibniz International Proceedings in Informatics, LIPIcs , 202. (46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021), 23-27 August 2021, Tallinn, Estonia).

C

Cardoso, R, Kourtis, G, Dennis, LA, Dixon, C, Farrell, M, Fisher, M and Webster, M (2021) A Review of Verification and Validation for Space Autonomous Systems. Current Robotics Reports. ISSN 2662-4087

D

Dawson, L and Akinbi, A (2021) Challenges and opportunities for wearable IoT forensics: TomTom Spark 3 as a case study. Forensic Science International: Reports. ISSN 2665-9107

Doull, KE, Chalmers, C, Fergus, P, Longmore, SN, Piel, AK and Wich, SA (2021) An Evaluation of the Factors Affecting 'Poacher' Detection with Drones and the Efficacy of Machine-Learning for Detection. Sensors, 21 (12). ISSN 1424-8220

F

Fisher, M, Cardoso, RC, Collins, EC, Dadswell, C, Dennis, LA, Dixon, C, Farrell, M, Ferrando, A, Huang, X, Jump, M, Kourtis, G, Lisitsa, A, Luckcuck, M, Luo, S, Page, V, Papacchini, F and Webster, M (2021) An Overview of Verification and Validation Challenges for Inspection Robots. Robotics, 10 (2). ISSN 2218-6581

G

Ghareeb, S, Hussain, A, Khan, W, Al-Jumeily, D, Baker, T and Al Jumeily, R (2021) Dataset of student level prediction in UAE. Data in Brief, 35. ISSN 2352-3409

Ghous, M, Abbas, ZH, Hassan, AK, Abbas, G, Baker, T and Al-Jumeily, D (2021) Performance Analysis and Beamforming Design of a Secure Cooperative MISO-NOMA Network. Sensors, 21 (12). ISSN 1424-8220

H

Harper, M, Ghali, F, Hussain, A and Al-Jumeily, D (2021) Challenges in Data Capturing and Collection for Physiological Detection of Dementia-Related Difficulties and Proposed Solutions. In: Lecture Notes in Computer Science , 12838.. pp. 162-173. (International Conference on Intelligent Computing, 12-15th August 2021, Shenzhen, China).

Harper, M, Ghali, F, Hussain, A and Al-Jumeily, D (2021) Review of Methods for Data Collection Experiments with People with Dementia and the Impact of COVID-19. In: Lecture Notes in Computer Science , 12838. pp. 132-147. (International Conference on Intelligent Computing, 12-15th August 2021, Shenzhen, China).

I

Irshad, A, Abbas, ZH, Ali, Z, Abbas, G, Baker, T and Al-Jumeily, D (2021) Wireless Powered Mobile Edge Computing Systems: Simultaneous Time Allocation and Offloading Policies. Electronics, 10 (8). ISSN 2079-9292

J

Ju, W, Lewis, C, Laws, A, Evans, M and Bradley, PS (2021) The Validity and Reliability of an Integrated Approach for Quantifying Match Physical-Tactical Performance. Biology of Sport, 39 (2). pp. 253-261. ISSN 0860-021X

K

Kemp, I (2021) Patient Reported Outcome Measures in Interventional Cardiology: Listen to the Patient. Doctoral thesis, Liverpool John Moores University.

Khan, W, Alusi, S, Tawfik, H and Hussain, A (2021) The relationship between non-motor features and weight-loss in the premanifest stage of Huntington's disease. PLoS One, 16 (7). ISSN 1932-6203

Kieu, STH, Bade, A, Hijazi, MHA and Kolivand, H (2021) COVID-19 Detection Using Integration of Deep Learning Classifiers and Contrast-Enhanced Canny Edge Detected X-Ray Images. IT Professional, 23 (4). pp. 51-56. ISSN 1520-9202

Koay, KL, Webster, M, Dixon, C, Gainer, P, Syrdal, D, Fisher, M and Dautenhahn, K (2021) Use and usability of software verification methods to detect behaviour interference when teaching an assistive home companion robot: A proof-of-concept study. Paladyn, Journal of Behavioral Robotics, 12 (1). pp. 402-422. ISSN 2080-9778

Kurowski, M, Babski, R, Duncan, S, Perrotin, M and Webster, M (2021) Model Checking for Formal Verification of Space Systems. In: Model Based Space Systems and Software Engineering (MBSE2021), 29 September 2021 - 30 September 2021, Virtual.

L

Liu, Y, Fang, F, Wang, T, Li, J, Sheng, Y and Zhang, G (2021) Multi-scale Grid Network for Image Deblurring with High-frequency Guidance. The IEEE Transactions on Multimedia. ISSN 1520-9210 (Accepted)

M

Mao, N, Chen, Y, Guizani, M and Lee, GM (2021) Spatiotemporal Location Differential Privacy for Sparse Mobile Crowdsensing. In: 2021 International Wireless Communications and Mobile Computing (IWCMC) . (17th Int. Wireless Communications & Mobile Computing Conference - IWCMC 2021, 28 June 2021 - 02 July 2021, Harbin, China).

N

Nooripour, R, Hosseinian, S, Hussain, A, Annabestani, M, Maadal, A, Radwin, LE, Hassani-Abharian, P, Pirkashani, NG and Khoshkonesh, A (2021) How Resiliency and Hope Can Predict Stress of Covid-19 by Mediating Role of Spiritual Well-being Based on Machine Learning. Journal of Religion and Health. ISSN 0022-4197

Numani, A, Ali, Z, Abbas, ZH, Abbas, G, Baker, T and Al-Jumeily, D (2021) Smart Application Division and Time Allocation Policy for Computational Offloading in Wireless Powered Mobile Edge Computing. Mobile Information Systems, 2021. ISSN 1574-017X

Núñez-Gil, IJ, Olier, I, Feltes, G, Viana-Llamas, MC, Maroun-Eid, C, Romero, R, Fernández-Rozas, I, Uribarri, A, Becerra-Muñoz, VM, Alfonso-Rodriguez, E, García-Aguado, M, Elola, J, Castro-Mejía, A, Pepe, M, Garcia-Prieto, JF, Gonzalez, A, Ugo, F, Cerrato, E, Bondia, E, Raposeiras, S et al, Mendez, JLJ, Espejo, C, Masjuan, ÁL, Marin, F, López-Pais, J, Abumayyaleh, M, Corbi-Pascual, M, Liebetrau, C, Ramakrisna, H, Estrada, V, Macaya, C and HOPE COVID-19 investigators (Cols appendix), (2021) Renin-Angiotensin system inhibitors effect before and during hospitalization in COVID-19 outcomes: final analysis of the international HOPE COVID-19 (Health Outcome Predictive Evaluation for COVID-19) Registry. American Heart Journal, 237. pp. 104-115. ISSN 0002-8703

O

Olier-Caparroso, I, Sansom, A, Lisboa, P and Ortega-Martorell, S (2021) Using MLP partial responses to explain in-hospital mortality in ICU. In: 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI) . (2020 International Conference on Data Analytics for Business and Industry, 26 October 2020 - 27 October 2020, Sakheer, Bahrain).

P

Page, V, Dadswell, C, Webster, M, Jump, M and Fisher, M (2021) Towards the Determination of Safe Operating Envelopes for Autonomous UAS in Offshore Inspection Missions. Robotics, 10 (3). ISSN 2218-6581

R

Raschella, A, Aldhaibani, OA, Pizzi, S, MacKay, M, Bouhafs, F, Araniti, G, Shi, Q and Lucas-Estañ, MDC (2021) A Centralized Win-Win Cooperative Framework for Wi-Fi and 5G Radio Access Networks. Wireless Communications and Mobile Computing, 2021. ISSN 1530-8669

Reilly, B, Morgan, O, Czanner, G and Robinson, MA (2021) Automated Classification of Changes of Direction in Soccer Using Inertial Measurement Units. Sensors, 21 (14). ISSN 1424-8220

S

Sneddon, A (2021) Multiscale Modelling of Xenobiotic Transport Through Biotissues. Doctoral thesis, Liverpool John Moores University.

Sood, D, Czanner, G, Somerville, T, Sood, I and Rowe, FJ (2021) Standard automated perimetry using size III and size V stimuli in advanced stage glaucoma: an observational cross-sectional comparative study. BMJ Open, 11 (9). ISSN 2044-6055

Stamp, K (2021) THE DEVELOPMENT OF A MULTIMODAL NEUROADAPTIVE GAMING TECHNOLOGY TO DISTRACT FROM PAINFUL EXPERIENCES. Doctoral thesis, Liverpool John Moores University.

T

Ta, Q, Ting, J, Harwood, S, Browning, N, Simm, A, Ross, K, Olier, I and Al-Kassas, R (2021) Chitosan nanoparticles for enhancing drugs and cosmetic components penetration through the skin. European Journal of Pharmaceutical Sciences. ISSN 0928-0987

Z

Zhang, T, Dennis, LA and Webster, M (2021) AsteroidX: An Asteroid Exploration Simulation and Visualisation Tool. In: Advances in Space Robotics and Back to Earth 2021 at IROS 2021, 01 October 2021 - 01 October 2021, Prague.