Computer Science and Engineering

CollegeDesign, Creative and Digital Industries
HeadDr Philip Trwoga
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Tableaux and Sequent Calculi for CTL and ECTL: Satisfiability Test with Certifying Proofs and Models

Journal article

Bolotov, A., Garcia-Closas, M., Lucio, P. and Abuin, A. 2023. Forthcoming. Tableaux and Sequent Calculi for CTL and ECTL: Satisfiability Test with Certifying Proofs and Models. Journal of Logical and Algebraic Methods in Programming. 130 100828. https://doi.org/10.1016/j.jlamp.2022.100828

Linearization of the 5G power amplifier below 6 GHz by DPD Compensation technique

Article

Atanaskovic, Aleksandar, Malec-Ilic, Natasa and Budimir, Djuradj 2022. Linearization of the 5G power amplifier below 6 GHz by DPD Compensation technique. 2022 57th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST). https://doi.org/10.1109/icest55168.2022.9828580

Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes

Conference paper

Yerashenia, Natalia, Chan You Fee, David and Bolotov, Alexander 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

Editorial: Explanation in Human-AI Systems

Edited issue

Kapetanios, D.E., Angelopoulou, A., Smith, D.H., Steuber, V., Woll, B. and Zeller, F. 2022. Editorial: Explanation in Human-AI Systems. Frontiers in Artificial Intelligence. 5 1048568. https://doi.org/10.3389/frai.2022.1048568

A transfer learning-based system for grading breast invasive ductal carcinoma

Journal article

Radhakrishnan Sujatha, Jyotir Moy Chatterjee, Angelopoulou, A., Kapetanios, E., Parvathaneni Naga Srinivasu and Duraisamy Jude Hemanth 2022. A transfer learning-based system for grading breast invasive ductal carcinoma. IET Image Processing. Advanced online publication. https://doi.org/10.1049/ipr2.12660

Clustering stock price volatility using intuitionistic fuzzy sets

Journal article

Urumov, G. and Chountas, P. 2022. Clustering stock price volatility using intuitionistic fuzzy sets . Notes on Intuitionistic Fuzzy Sets. 28 (3), pp. 343-352. https://doi.org/10.7546/nifs.2022.28.3.343-352

Pilot scale electromethanogenic reactor treating brewery wastewater - progress to commercial implementation

Conference poster

Bowman, K., Fudge, G., Gambier, W., Jobling-Purser, B., Fudge, T., Kale, I. and Kyazze, G. 2022. Pilot scale electromethanogenic reactor treating brewery wastewater - progress to commercial implementation. ISMET 8 Global Conference. Chania, Greece 19 - 23 Sep 2022

Edge-Cloud Synergy: Unleashing the Potential of Parallel Processing for Big Data Analytics

Conference paper

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

Overview of Recent Trends in Microchannels for Heat Transfer and Thermal Management Applications

Journal article

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

Work-in-progress-Gamifying the process of Learning Sign Language in VR

Conference paper

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

Doctoral Colloquium—Artmaking: From a Hands-On Process to a VR Translation

Conference item

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

Work-In-Progress—CrimOPS-Gamified Virtual Simulations for Authentic Assessment in Criminology

Conference paper

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

Doctoral Colloquium—Treasure Hunt AR for Enhancing Visiting Experience in Cultural Sites

Article

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

Application of job shop scheduling approach in green patient flow optimization using a hybrid swarm intelligence.

Journal article

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

Pilot scale electromethanogenic reactor treating brewery wastewater - progress to commercial implementation

Conference poster

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.

Network Service Assurance and Telemetry optimisation using Heuristics

Journal article

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

Tourism cloud management system: the impact of smart tourism

Journal article

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

Care process optimization in a cardiovascular hospital: an integration of simulation–optimization and data mining

Journal article

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. Advanced online publication. https://doi.org/10.1007/s10479-022-04831-z

Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort.

Journal article

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

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

Journal article

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

Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes

Conference paper

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

AI Driven IoT Web-Based Application for Automatic Segmentation and Reconstruction of Abdominal Organs from Medical Images

Conference paper

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

To Offload or Not? An Analysis of Big Data Offloading Strategies from Edge to Cloud

Conference paper

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

Supply chain simulation as a service to increase adaptation capability in manufacturing

Conference paper

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

Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model

Conference paper

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

Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation

Conference paper

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

Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding approach

Conference paper

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

Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines

Conference paper

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

An Industry Gateway for Rapid Reconfiguration of Manufacturing Processes

Conference paper

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

Everyday orchestration with Docker on Kubernetes

Conference paper

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

Sharing Data Collections and Models for Ionosphere, Thermosphere and Plasmasphere Research

Conference paper

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

Industrial Digitalization in the Industry 4.0 era: Classification, Reuse and Authoring of Digital Models on Digital Twin Platforms

Journal article

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

Secure Smart Wearable Computing through Artificial Intelligence-Enabled Internet of Things and Cyber-Physical Systems for Health Monitoring

Journal article

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

Ensemble machine learning approach for electronic nose signal processing

Journal article

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

Contrast discrimination in images of natural scenes

Journal article

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

Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing

Journal article

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

Camera Spatial Frequency Response Derived from Pictorial Natural Scenes

PhD thesis

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

Removal of multiple artifacts from ECG signal using cascaded multistage adaptive noise cancellers

Journal article

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

Proceedings of the 5th Student-STAFF Research Conference

Book

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

Contextual and Ethical Issues with Predictive Process Monitoring

PhD thesis

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


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People

Al-Janabi, Mohammed

Senior Lecturer


Barjamovic, Dragana

Assistant Head of School


Basukoski, Artie

Assistant Head of School


Bolotov, Alexander

Principal Lecturer


Bouki, Vassiliki

Principal Lecturer


Chahed, Salma

Senior Lecturer


Charalambous, George

Senior Lecturer


Chen, Huankai

Research Associate


Chondrogianni, Maria

Principal Lecturer


Chountas, Panagiotis

Principal Lecturer


Colom, Anne-Gaelle

Assistant Head of School


Courtenage, Simon

Principal Lecturer


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Research Fellow


Dracopoulos, Dimitris

Senior Lecturer


Economou, Daphne

Senior Lecturer


El Hajjar, Ayman

Senior Lecturer


Ferguson, Jeffrey

Senior Lecturer


Gias, Alim

Research Associate


Giles, Martin

Senior Lecturer


He, Fang

Senior Lecturer


Howells, Paul

Senior Lecturer


Huang, David

Senior Lecturer


Ingram, Jack

Lecturer


Jacobson, Ralph

Emeritus Professor


James, Jade

Lecturer


Jin, Li

Senior Lecturer


Kagialis, Dimitris

Research Associate


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Professor


Kiss, Tamas

Professor


Kolyda, Frantzeska

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Kovacs, Jozsef

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Lukka, Girish

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Ma, Yang

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Mentzelopoulos, Markos

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Smith, Stuart

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Terstyanszky, Gabor

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Trwoga, Philip

Head of School - Comp. Sci. & Eng.


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Van Zwanenberg, Oliver

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Villarini, Barbara

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Yeung, Chee

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