Computer Science and Engineering

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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

CrimOPS: Exploring students’ experiences in using virtual simulation for authentic learning and assessment in criminal psychology

Journal article

Gerard, F.J., Ammerer, K., Mentzelopoulos, M. and Economou, D. 2025. CrimOPS: Exploring students’ experiences in using virtual simulation for authentic learning and assessment in criminal psychology. Journal of Criminal Justice Education. 36 (4), pp. 622-640. https://doi.org/10.1080/10511253.2024.2324179

Investigation of the separation zone for split-domain light field visualization

Conference paper

Javidi, K., Martini, M.G. and Kara, P.A. 2024. Investigation of the separation zone for split-domain light field visualization. 28th International Conference on Information Technology (IT). Zabljak, Montenegro 21 - 24 Apr 2024 IEEE . https://doi.org/10.1109/IT61232.2024.10475755

A Light-Field Video Dataset of Scenes with Moving Objects Captured with a Plenoptic Video Camera

Journal article

Kamran Javidi and Maria G. Martini 2024. A Light-Field Video Dataset of Scenes with Moving Objects Captured with a Plenoptic Video Camera. Electronics. 13 (11) 2223. https://doi.org/10.3390/electronics13112223

Machine Learning for Monitoring Vocal Health and Performance of Professional Singers

Conference paper

Jones, S., Reni, S. and Kale, I. 2024. Machine Learning for Monitoring Vocal Health and Performance of Professional Singers. 2024 IEEE International Symposium on Circuits and Systems. Singapore 19 - 22 May 2024 IEEE . https://doi.org/10.1109/iscas58744.2024.10557944

Physical and Digital Adversarial Attacks on Grasp Quality Networks

Conference paper

Naif Wasel Alharthi, Martim Brandão and Naif Alharthi 2024. Physical and Digital Adversarial Attacks on Grasp Quality Networks. 2024 IEEE International Conference on Robotics and Automation (ICRA). Yokohama, Japan 13 - 17 May 2024 IEEE . https://doi.org/10.1109/icra57147.2024.10610886

Facilitating Data-driven Decision-making in Learning Design based on Learning Analytics: A Toolkit Experiment

Conference item

Sooriya-Arachchi, C. 2024. Facilitating Data-driven Decision-making in Learning Design based on Learning Analytics: A Toolkit Experiment. Actionable Learning Analytics Workshop - LAK24 Actionability pre conference workshop of 14th international conference for LAK. Kyoto International Conference Center, Japan 19 Mar 2024

Barriers to Learning Analytics Adoption among Educators in Higher Education: A Survey Study

Workshop item

Sooriya-Arachchi, C. 2024. Barriers to Learning Analytics Adoption among Educators in Higher Education: A Survey Study. Learning Analytics Adoption in Higher Education: A European Perspective - LAK24 Adoption pre conference workshop. Kyoto International Conference Center, Japan 19 Mar 2024

Embedding the Sustainable Development Goals in Computer Science Education

Workshop item

Kolyda, F. 2024. Embedding the Sustainable Development Goals in Computer Science Education. Second Annual Sustainable Development Goals Workshop - Sustainable Development as a Vehicle for Impacting Lives. University of Westminster 04 - 04 Jun 2024 University of Westminster.

Next-Gen Learning: Harnessing Immersive Tech and Gamification

Discussion paper

Mentzelopoulos, M. and Ingram, J. 2024. Next-Gen Learning: Harnessing Immersive Tech and Gamification . CETI University of Westminster.

Design Methodology for Rich Web-based Applications

PhD thesis

Dissanayake, N. 2024. Design Methodology for Rich Web-based Applications. PhD thesis University of Westminster School of Computer Science and Engineering https://doi.org/10.34737/ww439

Random suppression of ECG artifacts using a NLSRLMMN-based cascaded noise canceller

Conference paper

Ulla Faiz, Mohammed Mujahid, Zerguine, Azzedine and Kale, Izzet 2024. Random suppression of ECG artifacts using a NLSRLMMN-based cascaded noise canceller. 58th Asilomar Conference on Signals, Systems, and Computers. Pacific Grove, CA, USA 27 - 30 Oct 2024 IEEE . pp. 1268-1273 https://doi.org/10.1109/ieeeconf60004.2024.10942836

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

An experimental study on the performance of post-Quantum lightweight cryptosystems in the context of IoT/NFC

Conference paper

Alonso India, J., El Hajjar, A. and Kiss, T. 2024. An experimental study on the performance of post-Quantum lightweight cryptosystems in the context of IoT/NFC. The 25th International Web Information Systems Engineering Conference (WISE 2024). Doha, Qatar 02 - 05 Dec 2024 Springer. https://doi.org/0.1007/978-981-96-1483-7_2

On Predictive Big Data Quality

Conference paper

Rhemat, Ismael, Chountas, Panagiotis and Roubert, Francois 2024. On Predictive Big Data Quality. 2024 IEEE 12th International Conference on Intelligent Systems (IS). Varna, Bulgaria 29 - 31 Aug 2024 IEEE . https://doi.org/10.1109/is61756.2024.10705180

Concept Drift Complexity for Assessing Sampling-Induced Concept Drift in Class-Imbalanced Data Streams

Conference paper

Hajmohammed, M., Chountas, Panagiotis and Chaussalet, Thierry J. 2024. Concept Drift Complexity for Assessing Sampling-Induced Concept Drift in Class-Imbalanced Data Streams. 2024 IEEE 12th International Conference on Intelligent Systems (IS). Varna, Bulgaria 29 - 31 Aug 2024 IEEE . pp. 1-5 https://doi.org/10.1109/is61756.2024.10705246

“What you say in the lab, stays in the lab”: A reflexive thematic analysis of current challenges and future directions of digital forensic investigations in the UK

Journal article

Ng, M., James, J. and Bull, R. 2024. “What you say in the lab, stays in the lab”: A reflexive thematic analysis of current challenges and future directions of digital forensic investigations in the UK. Forensic Science International: Digital Investigation. 51 301839. https://doi.org/10.1016/j.fsidi.2024.301839

A Concept Drift Based Approach To Evaluating Model Performance And Theoretical Lifespan

Conference paper

Hajmohammed, Mustafa, Chountas, Panagiotis and Chaussalet, Thierry J. 2024. A Concept Drift Based Approach To Evaluating Model Performance And Theoretical Lifespan. IEEE 14th International Conference on Pattern Recognition Systems (ICPRS). London, United Kingdom 15 - 18 Jul 2024 IEEE . pp. 1-6 https://doi.org/10.1109/icprs62101.2024.10677806

Decentralised Orchestration of Microservices in the Cloud-to-Edge Continuum

Conference paper

Kiss, T., Ullah, A., Kovacs, J., Deslauriers, J., Terstyanszky, G. and Tusa, F. 2024. Decentralised Orchestration of Microservices in the Cloud-to-Edge Continuum. 16th International Workshop on Science Gateways (IWSG2024). Tolouse, France 18 - 20 Jun 2024 Zenodo. https://doi.org/10.5281/zenodo.13863564

PainFusion: Multimodal Pain Assessment from RGB and Sensor Data

Conference paper

Benavent-Lledo,M., Lopez-Valle, M., Ortiz-Perez, D., Mulero-Perez, D., Garcia-Rodriguez, J. and Psarrou, A. 2024. PainFusion: Multimodal Pain Assessment from RGB and Sensor Data. Quintian, H., Corchado, E., Troncoso Lora, A., Perez-Garcia, H., Jove, E,, Calvo Role, J., Martinez de Pison, F., Garcia Bringas, P., Martinez Alvarez, F., Herrero, A. and Fosci, P. (ed.) 19th International Conference on Soft Computing Models in Industrial and Environmental Applications. Salamanca, Spain 09 - 11 Oct 2024 Springer Nature. https://doi.org/10.1007/978-3-031-75013-7_30

Editorial: Methods and protocols in Brain-Computer Interfaces

Edited issue

Anastasia Angelopoulou, Ines Chihi and Jude Hemanth 2024. Editorial: Methods and protocols in Brain-Computer Interfaces. Frontiers in Human Neuroscience. 18:1447973. https://doi.org/10.3389/fnhum.2024.1447973

Design Methodology for Rich Web-based Applications

PhD thesis

Dissanayake, N.R. 2024. Design Methodology for Rich Web-based Applications. PhD thesis University of Westminster Computer Science and Engineering https://doi.org/10.34737/ww439

Preprint: A foggy minefield: Experiences of regulation among developers of AI and other medical software in the UK, survey and focus group study

Other

Henry W.W. Potts, Paulina Bondaronek, Ana Luisa Neves, Alex Bolotov, Lucie Burgess, Jona Shehu, Gabriella Spinellli, Emanuela Volpi and Austen El-Osta 2024. Preprint: A foggy minefield: Experiences of regulation among developers of AI and other medical software in the UK, survey and focus group study. medRxiv. https://doi.org/10.1101/2024.08.25.24312551


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