Computer Science and Engineering

CollegeDesign, Creative and Digital Industries
HeadDr Philip Trwoga
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GNSS pre-correlation waveform feature extraction methods for multipath-afflicted signal classification

MPhil thesis

Moustakas, Panagiotis 2025. GNSS pre-correlation waveform feature extraction methods for multipath-afflicted signal classification. MPhil thesis University of Westminster Computer Science and Engineering https://doi.org/10.34737/wzw9x

Fuzzy Amplitudes and Kernels in Fractional Brownian Motion: Theoretical Foundations

Journal article

Urumov, G., Panagiotis Chountas and Chaussalet, T.J. 2025. Fuzzy Amplitudes and Kernels in Fractional Brownian Motion: Theoretical Foundations. Symmetry. 17 (4) 550. https://doi.org/10.3390/sym17040550

Soil moisture forecasting from sensors-based soil moisture, weather and irrigation observations: A systematic review

Journal article

Ivanova, I. 2025. Soil moisture forecasting from sensors-based soil moisture, weather and irrigation observations: A systematic review. Smart Agricultural Technology. 10 100692. https://doi.org/10.1016/j.atech.2024.100692

Preprint: Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum (full version)

Other

Ullah, A., Markus, A., Aslam, H. I., Kiss, T., Kovacs, J., Deslauriers, J., Murphy, A.L., Wamg, Y. and Kao, O. 2025. Preprint: Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum (full version). arXiv. https://doi.org/10.48550/arXiv.2504.00761

Guided ultrasound acquisition for nonrigid image registration using reinforcement learning

Journal article

Shaheer U. Saeed, João Ramalhinho, Nina Montaña-Brown, Ester Bonmati, Stephen P. Pereira, Brian Davidson, Matthew J. Clarkson and Yipeng Hu 2025. Guided ultrasound acquisition for nonrigid image registration using reinforcement learning. Medical Image Analysis. 102 103555. https://doi.org/10.1016/j.media.2025.103555

An experiential learning approach to embedding ESD via authentic assessment: Providing the environment in which sustainability competences will begin to flourish

Conference paper

Kolyda, F. 2025. An experiential learning approach to embedding ESD via authentic assessment: Providing the environment in which sustainability competences will begin to flourish. Sustainability Symposium 2025: From embedding to embodying ESD. Virtual 18 Mar 2025 Advance HE.

Cloud and NB-IoT Integration for Automatic Meter Reading in Smart Grids: A Conceptual Implementation Framework and Requirements

Conference paper

Maksimović, M., Forcan, M., Malović, M., Bošković, M.Č., Vuković, G. and Budimir, D. 2025. Cloud and NB-IoT Integration for Automatic Meter Reading in Smart Grids: A Conceptual Implementation Framework and Requirements. 24th International Symposium INFOTEH-JAHORINA. Jahorina, RS, B&H 19 - 21 Mar 2025 IEEE .

Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum

Conference paper

Ullah, A., Markus, A., Aslan, H. I., Kiss, T., Kovács, J., Deslauriers, J., Murphy, A. L., Wang, Y. and Kao, O 2025. Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum. ICFEC 2025. Tromso, Norway 19 - 22 May 2025 IEEE .

Charting the Future of XR in the European Union: Trends, Research Priorities, and Collaborative Opportunities

Conference paper

Economou, D. 2025. Charting the Future of XR in the European Union: Trends, Research Priorities, and Collaborative Opportunities . 11th International Conference of the Immersive Learning Research Network, iLRN 2025 - iLEAD Proceedings. Chicago, Illinois 15 - 19 Jun 2025 Immersive Learning Research Network.

AI²LM-HE Panel Session: Advancing Interactive & Immersive Learning Media in Higher Education – Insights from a Systematic Expert Review

Conference paper

Economou, D., Mitelpunkt, D., McKenna, H., MacDowell, P., Nikou, S. and Doumanis, I. 2025. AI²LM-HE Panel Session: Advancing Interactive & Immersive Learning Media in Higher Education – Insights from a Systematic Expert Review. 11th International Conference of the Immersive Learning Research Network, iLRN 2025 - iLEAD Proceedings. Chicago, Illinois 15 - 19 Jun 2025 Immersive Learning Research Network.

Serious Games design for Higher Education: Aligning Bloom’s Taxonomy, Cognitive Theory of Multimedia Learning, and Gamification for effective learning

Book chapter

Economou, D. and Bouki, V. 2025. Serious Games design for Higher Education: Aligning Bloom’s Taxonomy, Cognitive Theory of Multimedia Learning, and Gamification for effective learning. in: Research on E-Learning and ICT in Education: Technological, Pedagogical, and Instructional Perspectives Springer International Publishing.

Blind Brother: Attribute-Based Selective Video Encryption

Conference paper

Frimpong, E., Liu, B., Nuoskala, C. and Michalas, A. 2025. Blind Brother: Attribute-Based Selective Video Encryption. 15th ACM Conference on Data and Application Security and Privacy (CODASPY'25). Pittsburgh, PA, USA 04 - 06 Jun 2025 ACM.

Introduction to the Special Issue on Big Data and the Internet of Things in Complex Information Systems

Edited issue

Chang, V., Kacsuk, Péter, Wills, Gary and Behringer, Reinhold 2025. Introduction to the Special Issue on Big Data and the Internet of Things in Complex Information Systems. Big Data. 13 (1), pp. 1-2. https://doi.org/10.1089/big.2024.0132

Preprint: Fuzzy Fractal Brownian Motion: Extensions and Applications

Other

Georgy Urumov, Panagiotis Chountas and Thierry Chaussalet 2025. Preprint: Fuzzy Fractal Brownian Motion: Extensions and Applications. Preprints.org. https://doi.org/10.20944/preprints202501.2068.v1

Enhanced CATBraTS for Brain Tumour Semantic Segmentation

Journal article

El Badaoui, R., Bonmati Coll, E., Psarrou, A., Asaturyan, H. and Villarini, B. 2025. Enhanced CATBraTS for Brain Tumour Semantic Segmentation. Journal of Imaging. 11 (1), p. 8. https://doi.org/10.3390/jimaging11010008

Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation

Journal article

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J.M.B. Gayo, Nina Montaña-Brown, Ester Bonmati, Stephen P. Pereira, Brian Davidson, Dean C. Barratt, Matthew J. Clarkson and Yipeng Hu 2025. Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47 (2), pp. 825-839. https://doi.org/10.1109/TPAMI.2024.3474094

Convergence of Kac-Moody Eisenstein series over a function field

Journal article

Oliver, T., Lee, K.-H. and Liu, D. 2025. Convergence of Kac-Moody Eisenstein series over a function field. Selecta Mathematica. 31 (39). https://doi.org/10.1007/s00029-025-01031-y

Integrating plasmasphere, ionosphere and thermosphere observations and models into a standardised open access research environment: The PITHIA-NRF international project

Journal article

Belehaki, A., Häggström, I., Kiss, T., Galkin, I., Tjulin, A., Miháliková, M, Enell, C, Pierantoni, G., Chen, Y, Sipos, G., Bruinsma, S., Pierrard, V., Altadill, D., Segarra, A., Navas-Portella, V., Pica, E., Spogli, L., Alfonsi, L., Cesaroni, C., Romano, V., Mainella, S., Vermicelli, P., Verhulst, T., Poedts, S., Hernández-Pajares, M., Buresova, D., Rusz, J, Chum, J, Darrouzet, F., Botek, E., Rothkaehl, H, Matyjasiak, B., Pożoga, M., Grzesiak, M, Chan You Fee, D., Kagialis, D., Tsagouri, I., Thanasou2, A., Herekakis, T., Chevalier, J., Bergeot, N., Winant, A., Mevius, M., Witvliet, B., Graffigna, V., Marchaudon, A., Wenzel, D., Kriegel, M., Matzka, J., Kervalishvili, K., Raita, T., Hynönen, R. and Watermann, J. 2025. Integrating plasmasphere, ionosphere and thermosphere observations and models into a standardised open access research environment: The PITHIA-NRF international project. Advances in Space Research. 75 (3), pp. 3082-3114. https://doi.org/10.1016/j.asr.2024.11.065

Murmurations of Dirichlet characters

Journal article

Oliver, T., Lee, K.-H. and Pozdnyakov, A. 2025. Murmurations of Dirichlet characters. International Mathematics Research Notices. 2025 (1) rnae277. https://doi.org/10.1093/imrn/rnae277

Automated Generation of Deployment Descriptors for Managing Microservices-based Applications in the Cloud to Edge Continuum

Journal article

Deslauriers, J., Kovács, J., Kiss, T., Stork, A., Pena Serna, S. and Ullah, A. 2025. Automated Generation of Deployment Descriptors for Managing Microservices-based Applications in the Cloud to Edge Continuum. Future Generation Computer Systems. 166 107628. https://doi.org/10.1016/j.future.2024.107628

Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors

Journal article

Christian Nnaemeka Egwim, Hafiz Alaka, Youlu Pan, Balogun, H., Saheed Ajayi, Abdul Hye and Oluwapelumi Oluwaseun Egunjobi 2025. Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors. Journal of Engineering, Design and Technology. 23 (2), pp. 640-665. https://doi.org/10.1108/JEDT-07-2022-0379

Boruta-grid-search least square support vector machine for NO2 pollution prediction using big data analytics and IoT emission sensors

Journal article

Balogun, H., Alaka, H. and Egwim, C.N. 2025. Boruta-grid-search least square support vector machine for NO2 pollution prediction using big data analytics and IoT emission sensors. Applied Computing and Informatics. 21 (1/2), pp. 101-113. https://doi.org/10.1108/aci-04-2021-0092

Exploring Faculty and Student Perspectives on Generative AI: Implications for Classrooms of the Future

Journal article

Saunders, G., Bonmati Coll, E., Klemming, A., Sev, K. and Specht, D. 2024. Exploring Faculty and Student Perspectives on Generative AI: Implications for Classrooms of the Future. Review of Education Studies. 2 (4), pp. 55-76. https://doi.org/10.71002/res.v4n2p55

Analysis and Application of DPD Compensation Technique and Combined Linearization Approach on Dual Band PA for 5G Signals

Conference paper

Aleksandra Ðorić, Nataša Maleš Ilić, Aleksandar Atanasković and Djuradj Budimir 2024. Analysis and Application of DPD Compensation Technique and Combined Linearization Approach on Dual Band PA for 5G Signals. 2024 4th International Conference on Artificial Intelligence and Signal Processing (AISP). Vijayawada, India 26 - 28 Oct 2024 IEEE . https://doi.org/10.1109/aisp61711.2024.10870691

The Inception of Electronic Digital Computing

Conference paper

Getov, Vladimir S. 2024. The Inception of Electronic Digital Computing. 2024 International Conference Automatics and Informatics (ICAI). Varna, Bulgaria 10 - 12 Oct 2024 IEEE . pp. 19-23 https://doi.org/10.1109/icai63388.2024.10851642

A Hybrid Adaptive Object Identification Algorithm for Neglected Tropical Disease Diagnosis

Conference paper

Turgul, Serhan, Reni, Saumya, Kale, Izzet, Shrivastava, Jaya and Chiodini, Peter L. 2024. A Hybrid Adaptive Object Identification Algorithm for Neglected Tropical Disease Diagnosis. 2024 E-Health and Bioengineering Conference (EHB). IASI, Romania 14 - 15 Nov 2024 IEEE . pp. 1-4 https://doi.org/10.1109/ehb64556.2024.10805592

Point Intervention: Improving ACVP Test Vector Generation Through Human Assisted Fuzzing

Conference paper

Gridin, I. and Michalas, A. 2024. Point Intervention: Improving ACVP Test Vector Generation Through Human Assisted Fuzzing. Point Intervention: Improving ACVP Test Vector Generation Through Human Assisted Fuzzing. Mytilene, Lesvos, Greece 26 - 28 Aug 2024 Springer.

Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training

Conference paper

Khan, T., Budzys, M., Nguyen, K. and Michalas, A. 2024. Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training. Privacy Enhancing Technologies Symposium 2024. Bristol, UK 15 - 20 Jul 2024 Proceedings on Privacy Enhancing Technologies. https://doi.org/10.56553/popets-2024-0072

Rainbow Over Clouds: A Lightweight Pairing-free Multi-Replica Multi-Cloud Public Auditing Scheme

Conference paper

Rabaninejad, R., Michalas, A. and Kanhere, S. 2024. Rainbow Over Clouds: A Lightweight Pairing-free Multi-Replica Multi-Cloud Public Auditing Scheme. The 19th International Conference on Risks and Security of Internet and Systems (CRiSIS'24). Aix-en-Provence, France 26 - 28 Nov 2024 Springer.

SPADE: Digging into Selective and PArtial DEcryption using Functional Encryption

Conference paper

Nuoskala, C., Abdinasibfar, H. and Michalas, A. 2024. SPADE: Digging into Selective and PArtial DEcryption using Functional Encryption. The 20th EAI International Conference on Security and Privacy in Communication Networks (SecureComm’24). Dubai, United Arab Emirates 28 - 30 Oct 2024 EAI.

Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning

Conference paper

Khan, T., Budzys, M. and Michalas, A. 2024. Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning. The 29th ACM Symposium on Access Control Models and Technologies. San Antonio, TX, USA 15 - 17 May 2024 Association for Computing Machinery (ACM). https://doi.org/10.1145/3649158.3657039

FE[r]Chain: Enforcing Fairness in Blockchain Data Exchanges Through Verifiable Functional Encryption

Conference paper

Nuoskala, C., Rabbaninejad, R., Dimitriou, T. and Michalas, A. 2024. FE[r]Chain: Enforcing Fairness in Blockchain Data Exchanges Through Verifiable Functional Encryption. The 29th ACM Symposium on Access Control Models and Technologies. San Antonio, TX, USA 15 - 17 May 2024 Association for Computing Machinery (ACM). https://doi.org/10.1145/3649158.3657049

GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption

Conference paper

Frimpong, E., Nguyen, K., Budzys, M., Khan, T. and Michalas, A. 2024. GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption. Michalas, A. (ed.) 39th ACM/SIGAPP Symposium On Applied Computing (SAC'24). Avila, Spain 08 - 12 Apr 2024 Association for Computing Machinery (ACM). https://doi.org/10.1145/3605098.3635983

Performance Analysis of Post-OFDM Waveforms in 5G Wireless Environments

Conference poster

Kasule, M. and Budimir, D. 2024. Performance Analysis of Post-OFDM Waveforms in 5G Wireless Environments. Asia Pacific Microwave Conference (APMC2024). Bali, Indonesia 17 - 20 Nov 2024

Automated debugging mechanisms for orchestrated cloud infrastructures with active control and global evaluation

Journal article

Kovacs, J., Ligetfalvi, B. and Lovas, R. 2024. Automated debugging mechanisms for orchestrated cloud infrastructures with active control and global evaluation. IEEE Access. 12, pp. 143193-143214. https://doi.org/10.1109/ACCESS.2024.3467228

Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration

Journal article

Pintye, I., Kovacs, J. and Lovas, R. 2024. Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration. Journal of Grid Computing. 4 (22), p. 31. https://doi.org/10.1007/s10723-024-09783-1

You & AI: A Research Computing Hackathon

Conference poster

James DesLauriers, Katerina Michalickova, John Pinney, Liam Gao and Chris Cooling 2024. You & AI: A Research Computing Hackathon. 2024 36th International Conference on Software Engineering Education and Training (CSEE&T). Würzburg, Germany 29 Jul - 01 Aug 2024 https://doi.org/10.1109/cseet62301.2024.10663012

Reviewing Computer Science and Software Engineering Concepts through a Game Development Course

Conference paper

Umair Azfar Azfar Khan 2024. Reviewing Computer Science and Software Engineering Concepts through a Game Development Course. UKICER '24: the 2024 Conference on United Kingdom & Ireland Computing Education Research. Manchester, United Kingdom 05 - 06 Sep 2024 ACM. https://doi.org/10.1145/3689535.3689548

Enhanced Image-Based Malware Classification Using Transformer-Based Convolutional Neural Networks (CNNs)

Journal article

Ashawa, M., Owoh, N., Hosseinzadeh, S. and Osamor, Jude 2024. Enhanced Image-Based Malware Classification Using Transformer-Based Convolutional Neural Networks (CNNs). Electronics. 13 (20) 4081. https://doi.org/10.3390/electronics13204081

Malware Detection Based on API Call Sequence Analysis: A Gated Recurrent Unit–Generative Adversarial Network Model Approach

Journal article

Owoh, Nsikak, Adejoh, J., Hosseinzadeh, S., Ashawa, M., Osamor, Jude and Qureshi, Ayyaz 2024. Malware Detection Based on API Call Sequence Analysis: A Gated Recurrent Unit–Generative Adversarial Network Model Approach. Future Internet. 16 (10), p. 369. https://doi.org/10.3390/fi16100369


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