Article

Al Hamid, A, Beckett, R, Wilson, M, Jalal, Z, Cheema, E, Al-Jumeily OBE, D, Coombs, T, Ralebitso Senior, T and Assi, S (2024) Gender Bias in Diagnosis, Prevention, and Treatment of Cardiovascular Diseases: A Systematic Review. Cureus: Journal of Medical Science, 16 (2). pp. 1-16.

Al Hamid, A, McGuinness, R, Al-Jumeily OBE, D and Assi, S (2024) Effects and Toxicity of Hallucinogenic New Psychoactive Substances From the Perspectives of e-Psychonauts. Journal of Drug Issues. ISSN 0022-0426

Alatrany, AS, Khan, W, Hussain, A, Kolivand, H and Al-Jumeily OBE, D (2024) An explainable machine learning approach for Alzheimer’s disease classification. Scientific Reports, 14.

Alhassan, Y, Siekmann, I and Petrovskii, S (2024) Mathematical model of oxygen minimum zones in the vertical distribution of oxygen in the ocean. Scientific Reports, 14.

Ali, AH, Gbashi, EK, Alaskar, H and Hussain, AJ (2024) A Lightweight Image Encryption Algorithm Based on Secure Key Generation. IEEE Access, 12. pp. 95871-95883.

Ali, IR and Kolivand, H (2024) Expressive Sign Language System for Deaf Kids with MPEG-4 Approach of Virtual Human Character. Journal of Ambient Intelligence and Humanized Computing. ISSN 1868-5137

Ali, W, Overton, CE, Wilkinson, RR and Sharkey, KJ (2024) Deterministic epidemic models overestimate the basic reproduction number of observed outbreaks. Infectious Disease Modelling, 9 (3). pp. 680-688. ISSN 2468-0427

Amrollahi, D, Bartocci, E, Kenison, G, Kovacs, L, Moosbrugger, M and Stankovic, M (2024) (Un)Solvable loop analysis. FORMAL METHODS IN SYSTEM DESIGN. ISSN 0925-9856

Asghari, AH (2024) Mirza Nezam de Gaffary: The Loneliest Mathematician. Mathematical Culture and Thought, 42 (2). pp. 221-263. ISSN 1022-6443

Assi, S, Abbas, I, Tang, L, Rowlands, S, Wilson, M, Coombs, T, Arafat, B, Al-Hamid, M and Al-Jumeily, D (2024) Evaluating the detection of cocaine and its impurities concealed inside fruit- and vegetable- food products using handheld spatially offset Raman spectroscopy. Vibrational Spectroscopy, 131. pp. 1-10. ISSN 1873-3697

Baker, C, Fairclough, S, Ogden, RS, Barnes, R and Tootill, J (2024) Trait impulsivity influences behavioural and physiological responses to threat in a virtual environment. Scientific Reports, 14.

Bellfield, RAA, Olier, I, Lotto, R, Jones, ID, Dawson, EA, Li, G, Tuladhar, AM, Lip, GYH and Ortega-Martorell, S (2024) AI-based derivation of atrial fibrillation phenotypes in the general and critical care populations. eBioMedicine, 107. ISSN 2352-3964

Bellfield, RAA, Ortega-Martorell, S, Lip, GYH, Oxborough, D and Olier, I (2024) Impact of ECG data format on the performance of machine learning models for the prediction of myocardial infarction. Journal of Electrocardiology, 84. pp. 17-26. ISSN 0022-0736

Billichova, M, Coan, LJ, Czanner, S, Kovacova, M, Sharifian, F and Czanner, G (2024) Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment. PLoS One, 19. e0297190. ISSN 1932-6203

Cai, L, Li, W, Li, H, Zhou, B, He, L, Guo, W and Yang, Z (2024) Incorporation of energy-consumption optimization into multi-objective and robust port multi-equipment integrated scheduling. Transportation Research Part C: Emerging Technologies, 166. p. 1. ISSN 0968-090X

Chernova, N, Mustafina, J, Jayabalan, M and Al-Jumeily, D (2024) Sustainable Learning Process: Assessing the Effectiveness of Teaching Methodology by Analyzing Spatial and Temporal Properties of a Student as a Subject. Sustainability, 16 (11).

Deb, B, Navarro, JF, McRobert, AP and Jarman, I (2024) Finding repeatable progressive pass clusters and application in international football. Journal of Sports Analytics, 9 (4). pp. 289-303. ISSN 2215-020X

Dineley, A, Natalia, F and Sudirman, S (2024) DATA AUGMENTATION FOR OCCLUSION-ROBUST TRAFFIC SIGN RECOGNITION USING DEEP LEARNING. ICIC Express Letters, Part B: Applications, 15 (4). pp. 381-388. ISSN 2185-2766

Feng, Y, Wang, X, Luan, J, Wang, H, Li, H, Li, H, Liu, Z and Yang, Z (2024) A novel method for ship carbon emissions prediction under the influence of emergency events. Transportation Research Part C: Emerging Technologies, 165. ISSN 0968-090X

Fergus, P, Chalmers, C, Longmore, S and Wich, S (2024) Harnessing Artificial Intelligence for Wildlife Conservation. Conservation, 4 (4). pp. 685-702.

Hafi, SJ, Mohammed, MA, Abd, DH, Alaskar, H, Alharbe, NR, Ansari, S, Aliesawi, SA and Hussain, AJ (2024) Image dataset of healthy and infected fig leaves with Ficus leaf worm. Data in Brief, 53. pp. 1-5. ISSN 2352-3409

Halava, V and Niskanen, R (2024) On simulating Turing machines with matrix semigroups with integrality tests. Theoretical Computer Science, 1005. ISSN 0304-3975

Hashem Eiza, M, Thong Ta, V, Shi, Q and Cao, Y (2024) Secure Semi-Automated GDPR Compliance Service with Restrictive Fine-grained Access Control. Security and Privacy. ISSN 2475-6725

Hawker, M and Siekmann, I (2024) "People" meet "Markovians" - Individual-based modelling with hybrid stochastic systems. Journal of Biological Systems. ISSN 0218-3390

Hou, Y, Cao, Y, Xiong, H, Hu, Y and Hashem Eiza, M (2024) Heterogeneous Signcryption Scheme with Group Equality Test for Satellite-enabled IoVs. IEEE Internet of Things Journal. ISSN 2327-4662

Hu, Y, Wu, M, Yuan, M, Wen, Y, Ren, P, Ye, S, Liu, F, Zhou, B, Fang, H, Wang, R, Ji, Z and Huang, R (2024) Accurate prediction of dielectric properties and bandgaps in materials with a machine learning approach. Applied Physics Letters, 125. ISSN 0003-6951

Jamwal, S, Cano, Jose, Lee, G, Tran, NH and Truong, N (2024) A survey on ethereum pseudonymity: Techniques, challenges, and future directions. Journal of Network and Computer Applications. ISSN 1084-8045

Jones, ID, Lane, DA, Lotto, R, Oxborough, D, Neubeck, L, Penson, P, Johnston Smith, E, Santos, A, McGinn, EE, Ajiboye, A, Town, N, Czanner, G, Shaw, A, El-Masr, H and Lip, GYH (2024) Supermarket/Hypermarket Opportunistic Screening for Atrial Fibrillation (SHOPS-AF) using sensors embedded in the handles of supermarket trolleys: A feasibility study. American Heart Journal, 271. pp. 164-177. ISSN 0002-8703

Kelly, NA, Khan, BM, Ayub, MY, Hussain, AJ, Dajani, K, Hou, Y and Khan, W (2024) Video dataset of sheep activity for animal behavioral analysis via deep learning. Data in Brief, 52. ISSN 2352-3409

Khan, W, Topham, L, Alsmadi, H, Al Kafri, A and Kolivand, H (2024) Deep face profiler (DeFaP): Towards explicit, non-restrained, non-invasive, facial and gaze comprehension. Expert Systems with Applications, 254. ISSN 0957-4174

Khater, T, Ansari, S, Saad Alatrany, A, Alaskar, H, Mahmoud, S, Turky, A, Tawfik, H, Almajali, E and Hussain, A (2024) Explainable Machine Learning Model for Alzheimer Detection Using Genetic Data: A Genome-Wide Association Study Approach. IEEE Access, 12. pp. 95091-95105.

Kissling, WD, Evans, JC, Zilber, R, Breeze, TD, Shinneman, S, Schneider, LC, Chalmers, C, Fergus, P, Wich, SA and Geelen, LHWT (2024) Development of a cost-efficient automated wildlife camera network in a European Natura 2000 site. Basic and Applied Ecology, 79. pp. 141-152. ISSN 1439-1791

Kolivand, H, Hamood, SF, Asadianfam, S, Mohd Rahim, MS and Hurst, W (2024) Image encryption framework based on multi-chaotic maps and equal pixel values quantization. Multimedia Tools and Applications. ISSN 1380-7501

Kolivand, H, Hamood, SF, Asadianfam, S and Rahim, MS (2024) Image encryption techniques: A comprehensive review. Multimedia Tools and Applications. ISSN 1380-7501

Kusuma, SW, Natalia, F, Ko, CS and Sudirman, S (2024) Detection of AI-generated anime images using deep learning. ICIC Express Letters, Part B: Applications, 15 (3). pp. 295-301. ISSN 2185-2766

Mahmmod, BM, Flayyih, WN, Abdulhussain, SH, Sabir, FA, Khan, B, Alsabah, M and Hussain, A (2024) Performance enhancement of high degree Charlier polynomials using multithreaded algorithm. Ain Shams Engineering Journal, 15 (5). ISSN 2090-4479

Mahmood, OA, Sulaiman, SO and Al-Jumeily, D (2024) Forecasting for Haditha reservoir inflow in the West of Iraq using Support Vector Machine (SVM). PLoS ONE, 19 (9).

McNally, KF and Kolivand, H (2024) Comparative Analysis of Bitcoin Mining Machines and Their Global Environmental Impact. EAI Endorsed Transactions on Scalable Information Systems, 11.

McNally, KF and Kolivand, H (2024) A Web-Based Augmented Reality System. EAI Endorsed Transactions on Scalable Information Systems. pp. 1-8.

Mitchinson, AJ, Pogson, M, Czanner, G, Conway, D, Wilkinson, RR, Murphy, MF, Siekmann, I and Webb, SD (2024) A stochastic model for topographically influenced cell migration. Journal of Theoretical Biology, 581. ISSN 0022-5193

Mohammed, SH, Al-Jumaily, A, Singh, MSJ, Jimenez, VPG, Jaber, AS, Hussein, YS, Al-Najjar, MMAK and Al-Jumeily, D (2024) A Review on the Evaluation of Feature Selection Using Machine Learning for Cyber-Attack Detection in Smart Grid. IEEE Access, 12. pp. 44023-44042.

Natalia, F, Sudirman, S, Ruslim, D and Al-Kafri, A (2024) Lumbar spine MRI annotation with intervertebral disc height and Pfirrmann grade predictions. PLoS One, 19 (5). pp. 1-27. ISSN 1932-6203

Nguyen, VQ, Ngo, LT, Nguyen, LM, Nguyen, VH and Shone, N (2024) Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection. Knowledge-Based Systems, 301. pp. 1-20. ISSN 0950-7051

Ogden, R, Alatrany, SSJ, Muwafa Falaiyah, A, ALi Sayyid ALdrraji, H, Musa, H, Alatrany, ASS and Al-Jumeily, D (2024) Distortions to the passage of time for annual events: exploring why Christmas and Ramadan feel like they come around more quickly each year. PLoS One, 19 (7).

Ortega-Martorell, S, Olier, I and Lip, GYH (2024) A European network to develop virtual twin technology for personalized stroke management in atrial fibrillation: the TARGET consortium. European Heart Journal. ISSN 0195-668X

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Sedik, A, Kolivand, H and Albeedan, M (2024) An efficient image classification and segmentation method for crime investigation applications. Multimedia Tools and Applications. ISSN 1380-7501

Sumera, K, Ilczak, T, Bakkerud, M, Lane, JD, Pallas, J, Martorell, SO, Sumera, A, Webster, CA, Quinn, T, Sandars, J and Siriwardena, AN (2024) CPR Quality Officer role to improve CPR quality: A multi-centred international simulation randomised control trial. Resuscitation Plus, 17. pp. 1-6.

Tang, S, Dean, E, Fielding, J, Mann, J, Taylor, M, Devereux, G and Hindle, L (2024) Epidemiology of dwelling fires in England 2010-2023. Fire Safety Journal. ISSN 0379-7112

Taylor, M, Dean, E, Reilly, D and Francis, H (2024) Road casualties analysis. Safety and Reliability. pp. 1-15. ISSN 2469-4126

Taylor, M, Fielding, J, Reilly, D and Kwasnica, V (2024) A Bayesian analysis of domestic fire response and fire injury. Fire Safety Journal, 150 (Part A). ISSN 0379-7112

Taylor, M, Francis, H, Fielding, J, Jarman, I and Etchells, T (2024) A chaos theory view of accidental dwelling fire injuries. Fire and Materials. ISSN 0308-0501

Taylor, MJ, Francis, H, Fielding, J and Dean, E (2024) A catastrophe theory view of accidental dwelling fire injuries. International Journal of Emergency Services. ISSN 2047-0894

Ungan, G, Pons-Escoda, A, Ulinic, D, Arús, C, Ortega-Martorell, S, Olier, I, Vellido, A, Majós, C and Julià-Sapé, M (2024) Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous. NMR in Biomedicine. pp. 1-12. ISSN 0952-3480

Wang, R, Liu, Y, Thabane, L, Olier, I, Li, L, Ortega-Martorell, S, Lip, GYH and Li, G (2024) Relationship between trajectories of dietary iron intake and risk of type 2 diabetes mellitus: evidence from a prospective cohort study. Nutrition Journal, 23 (1). p. 15.

Wilson, M, Al‐Hamid, A, Abbas, I, Birkett, JW, Khan, I, Harper, M, Al‐Jumeily, D and Assi, S (2024) Identification of diagnostic biomarkers used in the diagnosis of cardiovascular diseases and diabetes mellitus: A systematic review of quantitative studies. Diabetes, Obesity and Metabolism. ISSN 1462-8902

van Keulen, LZ, Sonnega, RJA, Baas, NRA, Hogervorst, T, Muehlendyck, C, Bourras, P, Ten Kate, TAJ, Galvain, T, Dieleman, S and van Kampen, PM (2024) Evaluating two implant designs in patients undergoing primary total knee arthroplasty using a novel measure of early optimal recovery: a retrospective observational study. Musculoskeletal surgery. ISSN 2035-5106

Conference or Workshop Item

Atherton, P, Topham, L and Khan, W (2024) AI and student feedback. In: EDULEARN24 Proceedings . (Edulearn 2024 - 16th International Conference on Education and New Learning Technologies, 1st Jul -3rd Jul 2024, Palma, Spain).

Hitarth, S, Kenison, G, Kovács, L and Varonka, A (2024) Linear Loop Synthesis for Quadratic Invariants. In: Leibniz International Proceedings in Informatics (LIPIcs) , 289. (41st International Symposium on Theoretical Aspects of Computer Science (STACS 2024), 12th Mar - 14 Mar 2024, Clermont-Ferrand, France).

Iqbal, F, Kazim, A, MacDermott, Á, Ikuesan, R, Hasan, M and Marrington, A (2024) Forensic Investigation of Humanoid Social Robot: A Case Study on Zenbo Robot. In: Proceedings of the 19th International Conference on Availability, Reliability and Security (194). pp. 1-9. (ARES 2024: The 19th International Conference on Availability, Reliability and Security, Jul 30th - Aug 2nd 2024, Vienna, Austria).

Johnston, D, Lee, G, Hanvey, Sorren and MacDermott, Á (2024) Privacy, human rights, and Web 3.0. In: Kaleidoscope Academic Conference Proceedings 2024 . pp. 415-422. (15th ITU Academic Conference Kaleidoscope, 21st Oct - 23rd Oct 2024, New Delhi, India).

Kenison, G (2024) The Threshold Problem for Hypergeometric Sequences with Quadratic Parameters. In: Leibniz International Proceedings in Informatics, LIPIcs , 297. 145:1-145:20. (51st International Colloquium on Automata, Languages, and Programming (ICALP 2024), 8th Jul - 12th Jul 2024, Tallinn, Estonia).

Nguyen, VQ, Ngo, TL, Nguyen, LM, Nguyen, VH and Shone, N (2024) Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection. In: 2023 RIVF International Conference on Computing and Communication Technologies (RIVF) . pp. 289-294. (2023 RIVF IEEE International Conference on Computing and Communication Technologies, 23-25th December 2023, Hanoi, Vietnam).

Rafferty, L and Macdermott, A (2024) Adaptive Defence of the Internet of Things (IoT) using the Belief-Desire-Intention (BDI) Model for Social Robots. In: Proceedings of the 57th Hawaii International Conference on System Sciences . pp. 1722-1732. (Hawaii International Conference on System Sciences (HICSS), 2-6 January 2024, Waikiki, Hawaii).

Rastogi, E, Maheshwari, MK and Jeong, JP (2024) Intelligent O-RAN-Based Proactive Handover in Vehicular Networks. In: 2023 14th International Conference on Information and Communication Technology Convergence (ICTC) . pp. 481-486. (2023 14th International Conference on Information and Communication Technology Convergence (ICTC), 11th Oct - 13th Oct 2023, Jeju Island, Republic of Korea).

Thesis

Al-Jumeily, R (2024) Implementation of an Automated Recommender System for Classification and Prediction of Students’ Performance in a Multi-Educational Systems Using Machine Learning Analytics. Doctoral thesis, Liverpool John Moores University.

Alanezi, A (2024) Smart IoT System Construction of Security Mechanisms Based on Quantum Walks and Chaotic Systems. Doctoral thesis, Liverpool John Moores University.

Albeedan, M (2024) Crime Scene Investigations through Augmented Reality. Doctoral thesis, Liverpool John Moores University.

Bellfield, R (2024) Development of Machine Learning Models with Applications in Cardiovascular Research. Diploma thesis, Liverpool John Moores University.

Hawker, M (2024) Cracking the calcium code: modelling molecular determinants of calcium signalling in health and disease. Doctoral thesis, Liverpool John Moores University.

Madamedon, S (2024) A Total Opportunity Cost Matrix Tiebreaker Vogel’s Approximation Method for Transportation Problems. Doctoral thesis, Liverpool John Moores University.

Rajapura Sreedhar, V (2024) Development of Artificial Intelligence Algorithms in Cardiovascular Research: Case Studies in Atrial Fibrillation and Myocardial Infarction. Doctoral thesis, Liverpool John Moores University.

Topham, L (2024) Person Identity in Gait Patterns: A Spatial-Temporal Approach for Non-Invasive Gait Identification in Realistic Environments Using Deep Machine Learning and Computer Vision. Doctoral thesis, Liverpool John Moores University.