Article

Abbas, G, Tanveer, M, Abbas, ZH, Waqas, M, Baker, T and Al-Jumeily, D (2021) A secure remote user authentication scheme for 6LoWPAN-based Internet of Things. PLoS One, 16 (11). ISSN 1932-6203

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 multi-client social networking apps on iOS devices. Forensic Science International: Digital Investigation, 36. ISSN 2666-2817

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

Al-Khafajiy, M, Otoum, S, Baker, T, Asim, M, Maamar, Z, Aloqaily, M, Taylor, MJ and Randles, M (2021) Intelligent Control and Security of Fog Resources in Healthcare Systems via a Cognitive Fog Model. ACM Transactions on Internet Technology, 21 (3). pp. 1-23. ISSN 1533-5399

Al-Room, K, Iqbal, F, Baker, T, Shah, B, Yankson, B, Mac Dermott, A and Hung, P (2021) Drones Forensics: A Case Study of Digital Forensic Investigations Conducted on Common Drone Models. International Journal of Digital Crime and Forensics (IJDCF), 13 (1). ISSN 1941-6210

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

Aldhaibani, OA, Raschella, A, Mohi-Ud-din, G and MacKay, M (2021) A User Prioritisation Algorithm for Horizontal Handover in Dense WLANs. International Journal of Wireless Information Networks. ISSN 1068-9605

Aldraimli, M, Soria, D, Grishchuck, D, Ingram, S, Lyon, R, Mistry, A, Oliveira, J, Samuel, R, Shelley, LEA, Osman, S, Dwek, MV, Azria, D, Chang-Claude, J, Gutiérrez-Enríquez, S, De Santis, MC, Rosenstein, BS, De Ruysscher, D, Sperk, E, Symonds, RP, Stobart, H et al, Vega, A, Veldeman, L, Webb, A, Talbot, CJ, West, CM, Rattay, T and Chaussalet, TJ (2021) A data science approach for early-stage prediction of Patient's susceptibility to acute side effects of advanced radiotherapy. Computers in Biology and Medicine, 135. ISSN 0010-4825

Alevizos, L, Thong Ta, V and Hashem Eiza, M (2021) Augmenting Zero Trust Architecture to Endpoints Using Blockchain: A State-of-the-art Review. Security and Privacy. ISSN 2475-6725

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

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

Baker, JL and Einav, I (2021) Deep velocimetry: Extracting full velocity distributions from projected images of flowing media. Experiments in Fluids, 62 (5). ISSN 0723-4864

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

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

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

Devaney, DJ, Ronkainen, NJ, Nesti, MS, Littlewood, MA and Richardson, DJ (2021) The Philosophical Underpinning of Athlete Lifestyle Support: An Existential-Humanistic Perspective. Sport Psychologist, 36 (1). pp. 29-39. ISSN 1543-2793

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

Eiza, M, Okeke, RI, Dempsey, J and Ta, V-T (2021) Keep Calm and Carry on with Cybersecurity @Home: A Framework for Securing Homeworking IT Environment. International Journal on Cyber Situational Awareness, 5 (1). pp. 1-25. ISSN 2057-2182

Feng, S, Phillips, DJ, White, T, Sayal, H, Aley, PK, Bibi, S, Dold, C, Fuskova, M, Gilbert, SC, Hirsch, I, Humphries, HE, Jepson, B, Kelly, EJ, Plested, E, Shoemaker, K, Thomas, KM, Vekemans, J, Villafana, TL, Lambe, T, Pollard, AJ et al, Voysey, M, Oxford COVID Vaccine Trial Group, , Tahmasebi, F and Smith, A (2021) Correlates of protection against symptomatic and asymptomatic SARS-CoV-2 infection. Nature Medicine, 27 (11). pp. 2032-2040. ISSN 1078-8956

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

Friston, S, Griffith, E, Swapp, D, Lrondi, C, Jjunju, F, Ward, R, Marshall, A and Steed, A (2021) Quality of Service Impact on Edge Physics Simulations for VR. IEEE Transactions on Visualization and Computer Graphics, 27 (5). pp. 2691-2701. ISSN 1077-2626

Galvain, T, Patel, S, Kabiri, M, Tien, S, Casali, G and Pournaras, DJ (2021) Cost-effectiveness of bariatric and metabolic surgery, and implications of COVID-19 in the United Kingdom. Surgery for Obesity and Related Diseases, 17 (11). pp. 1897-904. ISSN 1550-7289

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

Haglan, HM, Mahmoud, AS, Al-Jumaili, MH and Aljaaf, AJ (2021) New ideas and framework for combating COVID-19 pandemic using IoT technologies. Indonesian Journal of Electrical Engineering and Computer Science, 22 (3). pp. 1565-1572. ISSN 2502-4752

Hasan, MK, Ahsan, MS, Mamun, AA, Shah Newaz, SH and Lee, GM (2021) Human face detection techniques: A comprehensive review and future research directions. Electonics, 10 (19). ISSN 2079-9292

Hassan, SA, Akbar, S, Rehman, A, Saba, T, Kolivand, H and Bahaj, SA (2021) Recent Developments in Detection of Central Serous Retinopathy through Imaging and Artificial Intelligence Techniques – A Review. IEEE Access, 9. pp. 168731-168748. ISSN 2169-3536

Heseltine, T, Murray, S, Ortega Martorell, S, Olier-Caparroso, I, Lip, GYH and Khoo, S (2021) Associations of Hepatosteatosis with Cardiovascular Disease in HIV Positive and HIV Negative Patients: The Liverpool HIV-Heart Project. Journal of Acquired Immune Deficiency Syndromes, 87 (5). pp. 1221-1227. ISSN 1525-4135

Hosenie, Z, Bloemen, S, Groot, P, Lyon, R, Scheers, B, Stappers, B, Stoppa, F, Vreeswijk, P, De Wet, S, Wolt, MK, Körding, E, McBride, V, Le Poole, R, Paterson, K, Pieterse, DLA and Woudt, P (2021) MeerCRAB: MeerLICHT classification of real and bogus transients using deep learning. Experimental Astronomy, 51 (2). pp. 319-344. ISSN 0922-6435

Howard, C, Czanner, G, Helliwell, B and Rowe, FJ (2021) Adaptation to post-stroke homonymous hemianopia - a prospective longitudinal cohort study to identify predictive factors of the adaptation process. Disability and Rehabilitation, 44 (18). pp. 5152-5161. ISSN 0963-8288

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

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

Khalil, S, Hassan, A, Alaskar, H, Khan, W and Hussain, A (2021) Fuzzy Logical Algebra and Study of the Effectiveness of Medications for COVID-19. Mathematics, 9 (22).

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

Khan, W, Hussain, A, Khan, SA, Al-Jumailey, M, Nawaz, R and Liatsis, P (2021) Analysing the Impact of Global Demographic Characteristics over the COVID-19 Spread Using Class Rule Mining and Pattern Matching. Royal Society Open Science, 8 (1). ISSN 2054-5703

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

Ko, SK, Niskanen, R and Potapov, I (2021) Reachability problems in low-dimensional nondeterministic polynomial maps over integers. Information and Computation, 281. ISSN 0890-5401

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

Kolivand, H, Joudaki, S, Sunar, MS and Tully, D (2021) An Implementation of Sign Language Alphabet Hand Posture Recognition using Geometrical Features through Artificial Neural Network (Part 2). Neural Computing and Applications, 33. pp. 13885-13907. ISSN 0941-0643

Krishna Adithya, V, Williams, BM, Czanner, S, Kavitha, S, Friedman, DS, Willoughby, CE, Venkatesh, R and Czanner, G (2021) Effunet-spagen: An efficient and spatial generative approach to glaucoma detection. Journal of Imaging, 7 (6). p. 92.

Lee, GM (2021) A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust. Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications, 124. pp. 68-79. ISSN 0167-739X

Lee, GM (2021) Next Generation of SDN in Cloud-Fog for 5G and Beyond-Enabled Applications: Opportunities and Challenges. Network, 1 (1). pp. 28-49. ISSN 2673-8732

Liu, C, Ren, P, Zhou, B, Zhang, JF, Fang, H and Ji, Z (2021) Investigation on the implementation of stateful minority logic for future in-memory computing. IEEE Access, 9. pp. 168648-168655. ISSN 2169-3536

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

Markus, A, Biro, M, Kecskemeti, G and Kertesz, A (2021) Actuator behaviour modelling in IoT-Fog-Cloud simulation. PeerJ Computer Science, 7. ISSN 2376-5992

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

Olier, I, Orhobor, OI, Dash, T, Davis, AM, Soldatova, LN, Vanschoren, J and King, RD (2021) Transformational machine learning: Learning how to learn from many related scientific problems. Proceedings of the National Academy of Sciences, 118 (49). ISSN 0027-8424

Olier, I, Ortega-Martorell, S, Pieroni, M and Lip, GYH (2021) How machine learning is impacting research in atrial fibrillation: Implications for risk prediction and future management. Cardiovascular Research, 117 (7). pp. 1700-1717. ISSN 0008-6363

Overton, CE, Wilkinson, RR, Loyinmi, A, Miller, JC and Sharkey, KJ (2021) Approximating Quasi-Stationary Behaviour in Network-Based SIS Dynamics. Bulletin of Mathematical Biology, 84 (1). ISSN 0092-8240

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

Pletz, J, Allen, T, Madden, JC, Cronin, MTD and Webb, SD (2021) A Mechanistic Model to Study the Kinetics and Toxicity of Salicylic Acid in the Kidney of Four Virtual Individuals. Computational Toxicology, 19. ISSN 2468-1113

Pollack, E, Johnston, S, Petraiuolo, WJ, Roy, S and Galvain, T (2021) Economic analysis of leak complications in anastomoses performed with powered versus manual circular staplers in left-sided colorectal resections: A us-based cost analysis. ClinicoEconomics and Outcomes Research, 13. pp. 531-540. ISSN 1178-6981

Ponto, R, Kecskemeti, G and Mann, ZA (2021) Comparison of workload consolidation algorithms for cloud data centers. Concurrency and Computation: Practice and Experience, 33 (9). ISSN 1532-0626

Rahman, FH, Newaz, SHS, Au, TW, Suhaili, WS, Mahmud, MAP and Lee, GM (2021) EnTruVe: ENergy and TRUst-aware Virtual Machine Allocation in VEhicle Fog Computing for Catering Applications in 5G. Future Generation Computer Systems, 126. pp. 196-210. ISSN 0167-739X

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

Rehman, A, Haseeb, K, Saba, T and Kolivand, H (2021) M-SMDM: A model of security measures using Green Internet of Things with Cloud Integrated Data Management for Smart Cities. Environmental Technology & Innovation, 24. ISSN 2352-1864

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

Reilly, D, Taylor, MJ, Fergus, P, Chalmers, C and Thompson, S (2021) Misper-Bayes: A Bayesian Network Model for Missing Person Investigations. IEEE Access, 9. pp. 49990-50000. ISSN 2169-3536

Rinaldi, F, Raschella, A and Pizzi, S (2021) 5G NR system design: a concise survey of key features and capabilities. Springer Wireless Networks. ISSN 1022-0038

Saba, T, Akbar, S, Kolivand, H and Ali Bahaj, S (2021) Automatic detection of papilledema through fundus retinal images using deep learning. Microscopy Research and Technique, 84 (12). pp. 3066-3077. ISSN 1097-0029

Sanchez, BA, Zolotas, A, Rodriguez, HH, Kolovos, D, Paige, RF, Cooper, JC and Hampson, J (2021) Runtime translation of OCL-like statements on Simulink models: Expanding domains and optimising queries. Software and Systems Modeling, 20 (6). pp. 1889-1918. ISSN 1619-1366

Shahzad, MN, Ali, H, Saba, T, Rehman, A, Kolivand, H and Ali Bahaj, S (2021) Identifying patients with PTSD utilizing resting-state fMRI data and neural network approach. IEEE Access, 9. pp. 107941-107954. ISSN 2169-3536

Shams, F, Abbas, A, Khan, W, Khan, US and Nawaz, R (2021) A death, infection, and recovery (DIR) model to forecast the COVID-19 spread. Computer Methods and Programs in Biomedicine Update, 2. ISSN 2666-9900

Sharifian, F, Schneider, D, Arnau, S and Wascher, E (2021) Decoding of cognitive processes involved in the continuous performance task. International Journal of Psychophysiology, 167. pp. 57-68. ISSN 0167-8760

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

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

Taylor, MJ, Appleton, D, Fielding, J and Oakford, G (2021) Fire injury analysis. Fire and Materials. ISSN 0308-0501

Taylor, MJ, Appleton, D, Fielding, J and Oakford, G (2021) An exploration of householder injuries sustained fighting dwelling fires. Fire Safety Journal, 127. ISSN 0379-7112

Taylor, MJ, Appleton, D, Oakford, G and Fielding, J (2021) Population trends and fire prevention in Merseyside UK. Fire Technology, 57. pp. 1783-1802. ISSN 0015-2684

Taylor, MJ and Hegarty, R (2021) Digital evidence in fog computing systems. Computer Law and Security Review, 41. ISSN 0267-3649

Thong Ta, V and Hashem Eiza, M (2021) DataProVe: Fully Automated Conformance Verification Between Data Protection Policies and System Architectures. Proceedings on Privacy Enhancing Technologies (PoPETs), 2022 (1). pp. 565-585. ISSN 2299-0984

Ward, RJ, Jjunju, FPM, Kabenge, I, Wanyenze, R, Griffith, EJ, Banadda, N, Taylor, S and Marshall, A (2021) FluNet: An AI-Enabled Influenza-like Warning System. IEEE Sensors Journal, 21 (21). pp. 24740-24748. ISSN 1530-437X

Yuan, Y, Liang, C, Chen, X, Baker, T and Fu, X (2021) Adaptive Fuzzy Game-based Energy Efficient Localization in 3D Underwater Sensor Networks. ACM Transactions on Internet Technology, 22 (2). ISSN 1533-5399

Book Section

Chalmers, C and Fergus, P (2021) Energy Sobriety: A Behaviour Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters. In: Towards Energy Smart Homes Algorithms, Technologies, and Applications. Springer Nature, pp. 21-47. ISBN 9783030764777

Fergus, P and Chalmers, C (2021) Energy Sobriety: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters. In: Towards Energy Smart Homes: Algorithms, Technologies and Applications. Springer, pp. 21-47. ISBN 978-3-030-76476-0

Conference or Workshop Item

Abdulredha, M, Muhsin, AA, Al-Janabi, A, Alajm, BN, Gkantou, M, Amoako-Attah, J, Al-Jumeily, D, Mustafina, J and AlKhayyat, A (2021) Using SF and CKD as cement replacement materials for producing cement mortar. In: IOP Conference Series: Materials Science and Engineering , 1058 (1). 012007-012007. (1st Conference on Science and Technology for Early Career Researchers and Postgraduate Students (STEPS 2020), 20-22 December 2020, Erbil, Iraq).

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).

Chalmers, C, Fergus, P, Wich, SA and Longmore, SN (2021) Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning. In: International Joint Conference on Neural Networks . (International Joint Conference on Neural Networks Virtual Event, 18-22 July 2021, Virtual Event).

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).

Iqbal, F, Motylinski, M and Mac Dermott, AM (2021) Discord Server Forensics: Analysis and Extraction of Digital Evidence. In: 2021 11th IFIP International Conference on New Technologies, Mobility and Security (NTMS) . (Cybercrime Investigation and Digital Forensics Workshop. 11th IFIP International Conference on New Technologies, Mobility and Security, Paris, France, 19 April 2021 - 21 April 2021, Paris, France).

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.

Li, D, Chen, Y, Guizani, M and Lee, GM (2021) NOMA-based Joint Allocation and Offloading Strategy of Communication and Computing Resources. 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).

Lisboa, PJG, Saralajew, S, Vellido, A and Villmann, T (2021) The Coming of Age of Interpretable and Explainable Machine Learning Models. In: ESANN 2021 proceedings European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . (ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 06 October 2021 - 08 October 2021, Online).

Mao, N, Chen, Y, Guizani, M and Lee, GM (2021) Graph Mapping Offloading Model Based on Deep Reinforcement Learning With Dependent Task. 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).

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).

Men, L and Zhao, D (2021) AudioMostly - Designing Sonic Privacy of Virtual Reality Musical Instruments. In: ICPS Proceedings . pp. 93-100. (Audio Mostly 2021, 01 September 2021 - 03 September 2021, Virtual Event).

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).

Semukhin, P, Kiefer, S and Widdershoven, C (2021) Linear-Time Model Checking Branching Processes. In: LIPIcs : Leibniz International Proceedings in Informatics , 203 (6). 6:1-6:16. (32nd International Conference on Concurrency Theory (CONCUR 2021), 24 August 2021 - 27 August 2021, Virtual Event).

Walters, B, Ortega-Martorell, S, Olier, I and Lisboa, PJG (2021) The partial response SVM. In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . (ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 06 October 2021 - 08 October 2021, Online).

Ward, R, Rahman, S, Wuerger, S and Marshall, A (2021) Predicting the colour associated with odours using an electronic nose. In: Proceedings of the 1st Workshop on Multisensory Experiences - SensoryX'21 . (ACM International Conference on Interactive Media Experience, June 21-23, 2021, NY, USA).

Williams, J, Mac Dermott, AM, Stamp, K and Iqbal, F (2021) Forensic Analysis of Fitbit Versa: Android vs iOS. In: 2021 IEEE Security and Privacy Workshops (SPW) . (Systematic Approaches to Digital Forensic Engineering. IEEE Symposium on Security and Privacy 2021, 27 May 2021 - 28 May 2021, Hyatt Regency, United States).

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.

Thesis

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

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.

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

Kleanthous, N (2021) Intelligent strategies for sheep monitoring and management. Doctoral thesis, Liverpool John Moores University.

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

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