Computer Science and Engineering

Singh, R. and Kiss, T. 2022. Edge-Cloud Synergy: Unleashing the Potential of Parallel Processing for Big Data Analytics. IEEE IEMCON 2022 - 13th IEEE Annual Information Technology, Electronics and Mobile Communication Conference. on-line event 12 - 15 Oct 2022 IEEE . https://doi.org/10.1109/IEMCON56893.2022.9946590

Mohammad Harris, Hongwei Wu, Wenbin Zhang and Angelopoulou, A. 2022. Overview of Recent Trends in Microchannels for Heat Transfer and Thermal Management Applications. Chemical Engineering and Processing - Process Intensification. 181 109155. https://doi.org/10.1016/j.cep.2022.109155

Economou, Daphne, Mentzelopoulos, Markos, Ingram, Jack, Martinez-Mukimov, Timur, Primkulova, Shirin and Abduvaliev, Said 2022. Work-in-progress-Gamifying the process of Learning Sign Language in VR. IEEE . https://doi.org/10.23919/ilrn55037.2022.9815988

Keleri, Maritina, Economou, Daphne and Ferguson, Jeffrey 2022. Doctoral Colloquium—Artmaking: From a Hands-On Process to a VR Translation. IEEE . https://doi.org/10.23919/ilrn55037.2022.9815907

Gerard, F. Jeane, Mentzelopoulos, Markos, Economou, Daphne, Khalish, Zeeshan, Ingram, Jack and Ashley, Edwards 2022. Work-In-Progress—CrimOPS-Gamified Virtual Simulations for Authentic Assessment in Criminology. 8th International Conference of the Immersive Learning Research Network (iLRN 2022)). Vienna, Austria 30 May - 04 Jun 2022 IEEE . https://doi.org/10.23919/ilrn55037.2022.9815942

Sarker, Md Tusher, Economou, Daphne and Eardley, Alison 2022. Doctoral Colloquium—Treasure Hunt AR for Enhancing Visiting Experience in Cultural Sites. 2021 7th International Conference of the Immersive Learning Research Network (iLRN). https://doi.org/10.23919/ilrn55037.2022.9815888

Vali, Masoumeh, Salimifard, Khodakaram, Gandomi, Amir H and Chaussalet, Thierry J 2022. Application of job shop scheduling approach in green patient flow optimization using a hybrid swarm intelligence. Computers & industrial engineering. 172, p. 108603. https://doi.org/10.1016/j.cie.2022.108603

Bowman, K., Fudge, G., Gambier, W., Elauiy, M., Hembury, T., Rengaraj, S., Jobling-Purser, B., Fudge, T., Kale, I. and Kyazze, G. 2022. Pilot scale electromethanogenic reactor treating brewery wastewater - progress to commercial implementation. 4th Annual ECR Conference. Jubilee Conference Centre, University of Nottingham 12 - 14 Sep 2022 EBNet.

Jovanovic, Mioljub, Cabarkapa, Milan and Budimir, Djuradj 2022. Network Service Assurance and Telemetry optimisation using Heuristics. WSEAS TRANSACTIONS ON COMMUNICATIONS. 21, pp. 244-249. https://doi.org/10.37394/23204.2022.21.29

Yin, F., Yin, X., Zhou, J., Zhang, X., Zhang, R.., Ibeke, E., Iwendi, M.G. and Shah, M. 2022. Tourism cloud management system: the impact of smart tourism. Journal of Cloud Computing. 11 (1) 37. https://doi.org/10.1186/s13677-022-00316-3

Vali, M., Salimifard, K., Gandomi, A.H. and Chaussalet, T.J. 2022. Care process optimization in a cardiovascular hospital: an integration of simulation–optimization and data mining. Annals of Operations Research. 318, pp. 685-712. https://doi.org/10.1007/s10479-022-04831-z

Aldraimli, Mahmoud, Osman, Sarah, Grishchuck, Diana, Ingram, Samuel, Lyon, Robert, Mistry, Anil, Oliveira, Jorge, Samuel, Robert, Shelley, Leila E A, Soria, Daniele, Dwek, Miriam V, Aguado-Barrera, Miguel E, Azria, David, Chang-Claude, Jenny, Dunning, Alison, Giraldo, Alexandra, Green, Sheryl, Gutiérrez-Enríquez, Sara, Herskind, Carsten, van Hulle, Hans, Lambrecht, Maarten, Lozza, Laura, Rancati, Tiziana, Reyes, Victoria, Rosenstein, Barry S, de Ruysscher, Dirk, de Santis, Maria C, Seibold, Petra, Sperk, Elena, Symonds, R Paul, Stobart, Hilary, Taboada-Valadares, Begoña, Talbot, Christopher J, Vakaet, Vincent J L, Vega, Ana, Veldeman, Liv, Veldwijk, Marlon R, Webb, Adam, Weltens, Caroline, West, Catharine M, Chaussalet, Thierry J, Rattay, Tim and REQUITE consortium 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) 100890. https://doi.org/10.1016/j.adro.2021.100890

Al-shaikhli, Dhuha, Jin, Li, Porter, Alan and Tarczynski, Andrzej 2022. Visualising weekly learning outcomes (VWLO) and the intention to continue using a learning management system (CIU): the role of cognitive absorption and perceived learning self-regulation. Education and Information Technologies. 27. https://doi.org/10.1007/s10639-021-10703-z

Yerashenia, N., Chan You Fee, D. and Bolotov, A. 2022. Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes. 24th IEEE International Conference on Business Informatics (IEEE CBI 2022). Amsterdam 15 - 17 Jun 2022 IEEE . https://doi.org/10.1109/CBI54897.2022.00013

Bonmati Coll, E., Hu, Y., Grimwood, A., Johnson, G.J., Goodchild, G., Keane, M.G., Gurusamy, K., Davidson, B., Clarkson, M.J., Pereira, S.P. and Barratt, D.C. 2022. Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. IEEE Transactions on Medical Imaging. 41 (6), pp. 1311-1319. https://doi.org/10.1109/tmi.2021.3139023

Villarini, B. and Asaturyan, H. 2022. AI Driven IoT Web-Based Application for Automatic Segmentation and Reconstruction of Abdominal Organs from Medical Images. International Conference on Distributed Computing in Sensor Systems (DCOSS). Los Angeles, California 30 May - 01 Jul 2022 IEEE . https://doi.org/10.1109/DCOSS54816.2022.00045

Singh, R., Kovacs, J. and Kiss, T. 2022. To Offload or Not? An Analysis of Big Data Offloading Strategies from Edge to Cloud. IEEE World AI IoT Congress 2022. Seattle, USA 06 - 09 Jun 2022 IEEE . https://doi.org/10.1109/AIIoT54504.2022.9817276

Kiss, T., Terstyanszky, G., Arjun, R., Sardesai, S., Goertz, M. D. and Wangenheim, M. 2022. Supply chain simulation as a service to increase adaptation capability in manufacturing. ANNSIM 2022 - Annual Modeling and Simulation Conference. San Diego, California, USA 17 - 20 Jul 2022 IEEE . https://doi.org/10.23919/ANNSIM55834.2022.9859375

Dilna, K.T., Anitha, J., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08757-8_5

Smera Premkumar, K., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08757-8_15

Nazyrova, N., Chaussalet, T.J. and Chahed, S. 2022. Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding approach. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08757-8_12

Surendran, R., Anitha, J., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08754-7_6

Kiss, T., Terstyanszky, G. and Arjun, R. 2022. An Industry Gateway for Rapid Reconfiguration of Manufacturing Processes. IWSG 2022. Trento, Italy 15 - 17 Jun 2022

Deslauriers, J., Arjun, R., Kovács, J. and Kiss, T. 2022. Everyday orchestration with Docker on Kubernetes. IWSG 2022. Trento, Italy 15 - 17 Jun 2022

Kiss, T., Pierantoni, G., Kagialis, D., Bolotov, A., Chan You Fee, D., Belehaki, A. and Galkin, I. 2022. Sharing Data Collections and Models for Ionosphere, Thermosphere and Plasmasphere Research. IWSG 2022. Trento, Italy 15 - 17 Jun 2022

Zambrano, V., Mueller-Roemer, J., Sandberg, M., Talasila, P., Zanin, D, Larsen, P., Loeschner, E., Thronicke, W., Pietraroia, D., Landolfi, G., Fontana, A., Laspalas, M., Antony, J., Poser, V., Kiss, T., Bergweiler, S., Pena Serna, S., Izquierdo, S., Viejo, I., Juan, A., Serrano, F. and Stork, A. 2022. Industrial Digitalization in the Industry 4.0 era: Classification, Reuse and Authoring of Digital Models on Digital Twin Platforms. Array. 14 100176. https://doi.org/10.1016/j.array.2022.100176

Ramasamy, L.K., Khan, F., Shah, M., Prasad , B.V.V.S., Iwendi, C. and Biamba, C. 2022. Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring. Sensors. 22 (3) 1076. https://doi.org/10.3390/s22031076

Dedy Rahman Wijay, Farah Afian, Anditya Arifianto, Dewi Rahmawati and Kodogiannis, V. 2022. Ensemble machine learning approach for electronic nose signal processing. Sensing and Bio-Sensing Research. 36 100495. https://doi.org//10.1016/j.sbsr.2022.100495

Triantaphillidou, S., Jarvis, J. and Gupta, G. 2022. Contrast discrimination in images of natural scenes. Journal of the Optical Society of America A. 39 (6), pp. B50-B64. https://doi.org/10.1364/JOSAA.447390

Marosi, A.C., Márk Emodi, Hajnal, A., Lovas, R., Kiss, T., Valerie Poser, Antony, J., Bergweiler, S., Hamzeh, H., Deslauriers, J. and Kovacs, J. 2022. Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing. Future Internet. 14 (4) e114. https://doi.org/10.3390/fi14040114

Van Zwanenberg, O. 2022. Camera Spatial Frequency Response Derived from Pictorial Natural Scenes. PhD thesis University of Westminster School of Computer Science and Engineering https://doi.org/10.34737/vvqxq

Ulla Faiz, M. and Kale, I. 2022. Removal of multiple artifacts from ECG signal using cascaded multistage adaptive noise cancellers. Array. 14 100133. https://doi.org/10.1016/j.array.2022.100133

Bolotov, A. Bolotov, A. (ed.) 2022. Proceedings of the 5th Student-STAFF Research Conference. University of Westminster.

Ogunbiyi, Oluniyi 2022. Contextual and Ethical Issues with Predictive Process Monitoring. PhD thesis University of Westminster School of Computer Science and Engineering https://doi.org/10.34737/vqy62

Bolotov, Alexander 2022. On the Expressive Power of the Normal Form for Branching-Time Temporal Logics. Electronic Proceedings in Theoretical Computer Science. 358, pp. 254-269. https://doi.org/10.4204/eptcs.358.19

Deslauriers, J., Kovacs, J. and Kiss, T. 2022. Abstractions of Abstractions: Metadata to Infrastructure-as-Code. FIST 2022 - 1st International Workshop on the Foundations of Infrastructure Specification and Testing, In conjunction with the 19TH IEEE International Conference on Software Architecture (ICSA 2022). On-line 12 - 15 Mar 2022 IEEE . https://doi.org/10.1109/icsa-c54293.2022.00051

Pandey, Sanjib Raj, Smith, Alan, Gall, Edmund Nigel, Bhatnagar, Ajay and Chaussalet, Thierry 2022. A Conceptual Framework to Predict Mental Health Patients' Zoning Classification. Studies in Health Technology and Informatics. 289, pp. 321-324. https://doi.org/10.3233/SHTI210924

Jenkin Winston, J., Hemmanth, J., Angelopoulou, A. and Kapetanios, E. 2022. Hybrid deep convolutional neural models for iris image recognition. Multimedia Tools and Applications. 81, pp. 9481-9503. https://doi.org/10.1007/s11042-021-11482-y

Aldraimli, M., Nazyrova, N., Djumanov, A., Sobirov, I. and Chaussalet, T.J. 2022. A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit . Sotirov, S.S., Pencheva, T., Kacprzyk, J., Atanassov, K.T., Sotirova, E. and Staneva, G. (ed.) International Symposium on Bioinformatics and Biomedicine. Burgas, Bulgaria 08 - 10 Oct 2020 Springer. https://doi.org/10.1007/978-3-030-96638-6_2

Ogunbiyi, O., Basukoski, A. and Chaussalet, T.J. 2022. Comparative analysis of clustering-based remaining-time predictive process monitoring approaches. International Journal of Business Process Integration and Management. 10 (3/4), pp. 230-241. https://doi.org/10.1504/IJBPIM.2021.124023