Computer Science and Informatics

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Latest research outputs

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Legal Education Meets Computer Science: An Interdisciplinary Approach to Teaching LawTech
Russell, A., Otoyo, L., Silver, K. and Unger, A. (2022). Legal Education Meets Computer Science: An Interdisciplinary Approach to Teaching LawTech. in: Thanaraj, A. & Geldhill, K. (ed.) Teaching Legal Education in the Digital Age - Pedagogical Practices to Digitally Empower Law Graduates Routledge. pp. chapter 11

Book chapter

A Virtual Chromoendoscopy Artificial Intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in Ulcerative Colitis
Iacucci, M, Cannatelli, R, Parigi,T.L., Nardone, O.M., Tontini, G.E., Labarile, N, Buda, A., Rimondi, A., Bazarova, A., Bisschops, R., del Amor, R., Meseguer, P., Naranjo, V., PICaSSO Group, Ghosh, S. and Grisan, E. (2022). A Virtual Chromoendoscopy Artificial Intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in Ulcerative Colitis. Endoscopy. https://doi.org/10.1055/a-1960-3645

Journal article

Accelerating colloidal quantum dot innovation with algorithms and automation
Howes, P., Munyebvu, N., Lane, E. and Grisan, E. (2022). Accelerating colloidal quantum dot innovation with algorithms and automation. Materials Advances. https://doi.org/10.1039/d2ma00468b

Journal article

Understanding Cancer Patients with Diagnostically Influential Factors using High Dimensional Data Embedding
Syed, A. S., Hajderanj, L., Guo, K. and Chen, D. (2022). Understanding Cancer Patients with Diagnostically Influential Factors using High Dimensional Data Embedding. in: Imoize, A. L., Hemanth, D. J., Do, D.-T. and Sur, S. N. (ed.) Explainable Artificial Intelligence in Medical Decision Support Systems The Institution of Engineering and Technology (IET).

Book chapter

Aiden: Association-Learning-Based Attack Identification on the Edge of V2X Communication Networks
Alam, M., Chen, Y. and Mumtaz, S. (2022). Aiden: Association-Learning-Based Attack Identification on the Edge of V2X Communication Networks. IEEE Transactions on Green Communications and Networking. https://doi.org/10.1109/TGCN.2022.3188674

Journal article

UAV target tracking method based on deep reinforcement learning
Zhang, H., He, P., zhang, M., Chen, D., Neretin, E. and Li, B. (2022). UAV target tracking method based on deep reinforcement learning. 2022 International Conference on Cyber-physical Social Intelligence. Nanjing, China 21 - 24 Oct 2022

Conference paper

Developing Phoneme-based Lip-reading Sentences System for Silent Speech Recognition
El Bialy, R., Chen, D., Fenghour, S., Hussein, W., Xiao, P., Karam, O. H. and Li, B. (2022). Developing Phoneme-based Lip-reading Sentences System for Silent Speech Recognition. CAAI Transactions on Intelligence Technology. 8 (1), pp. 128-139. https://doi.org/10.1049/cit2.12131

Journal article

Supereye: smart advertisement insertion for online video streaming
Bulkan, U., Dagiuklas, A. and Iqbal, M. (2022). Supereye: smart advertisement insertion for online video streaming. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-022-13469-9

Journal article

The role of NTN in 6G
Dagiuklas, A. and Zhu, Y. (2022). The role of NTN in 6G. https://futurenetworks.ieee.org. Virtual 19 - 21 Jul 2022 Institute of Electrical and Electronics Engineers (IEEE).

Conference presentation

Constrained Multiple Instance Learning for Ulcerative Colitis prediction using Histological Images
del Amor, R., Meseguera, P., Parigi, T.L., Villanacci, V., Colomer, A., Launet, L., Bazarova, A., Tontini, G.E., Bisschops, R., de Hertogh, G., Ferraz, J.G., Götz, M., Gui, Xi., Hayeem, B., Lazarev, M., Panaccione, R., Parra-Blanco, A., Bhandari, P., Pastorelli, L., Rath, T., Synnøve Røyset, E., Vieth, M., Zardo, D., Grisan, E., Ghosh, S., Iacucci, M. and Naranjo, V. (2022). Constrained Multiple Instance Learning for Ulcerative Colitis prediction using Histological Images. Computer methods and programs in biomedicine. 224, p. 107012. https://doi.org/10.1016/j.cmpb.2022.107012

Journal article

An effective context-focused hierarchical mechanism for task-oriented dialogue response generation
Zhao, M., Wang, L., Jiang, Z., Li, R., Lu, X., Hu, Z. and Chen, D. (2022). An effective context-focused hierarchical mechanism for task-oriented dialogue response generation. Computational Intelligence. 38 (5), pp. 1831-1858. https://doi.org/10.1111/coin.12544

Journal article

Securing IoT based Maritime Transportation System through Entropy-based Dual-Stack Machine Learning Framework
Ali, F., Sarwar, S., Shafi, Q.M., Iqbal, M., Safyan, M. and Ul Qayyum, Z. (2022). Securing IoT based Maritime Transportation System through Entropy-based Dual-Stack Machine Learning Framework . IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2022.3177772

Journal article

A Virtual Chromoendoscopy Artificial Intelligence System To Detect Endoscopic And Histologic Remission In Ulcerative Colitis
Iacucci M., Cannatelli, R., Parigi, T.L., Buda, A., Labarile, N., Nardone, O. M., Tontini, G. E., Rimondi, A., Bazarova, A., Bhandari, P., Bisschops, R., De Hertogh, G., Del Amor, R., Ferraz, J. G., Goetz, M., Gui, S. X., Hayee, B., Kiesslich, R., Lazarev, M., Naranjo, V., Panaccione, R., Parra-Blanco, A., Pastorelli, L., Rath, T., Røyset, E. S., Vieth, M., Villanacci, V., Zardo, D., Ghosh, S. and Grisan, E. (2022). A Virtual Chromoendoscopy Artificial Intelligence System To Detect Endoscopic And Histologic Remission In Ulcerative Colitis. Digestive Disease Week - DDW 2022. San Diego (CA) 21 - 24 May 2022

Conference poster

A Virtual Chromoendoscopy Artificial Intelligence System To Detect Endoscopic And Histologic Remission In Ulcerative Colitis
Iacucci, M., Cannatelli, R., Parigi, T.L., Buda, A., Labarile, N., Nardone, O.M., Tontini, G.E., Rimondi, A., Bazarova, A., Bhandari, P., Bisschops, R., De Hertogh, G., del Amor, R., Ferraz, J.G, Goetz, M., Gui, X., Hayee, B., Kiesslich, R., Lazarev, M., Naranjo, V., Panaccione, R., Parra-Blanco, A., Pastorelli, L., Rath, T., Røyset, E.S, Vieth, M., Villanacci, V., Zardo, D., Ghosh, S. and Grisan, E. (2022). A Virtual Chromoendoscopy Artificial Intelligence System To Detect Endoscopic And Histologic Remission In Ulcerative Colitis. ESGE Days 2022. 28 Apr 2022 Georg Thieme Verlag KG. https://doi.org/10.1055/s-0042-1744593

Conference paper

Multi-Agent Collaborative Learning for UAV Enabled Wireless Networks
Xia, W., Zhu, Y., De Simone, L., Dagiuklas, A., Wong, K-K. and Zhen, G. (2022). Multi-Agent Collaborative Learning for UAV Enabled Wireless Networks. IEEE Journal on Selected Areas in Communications. pp. 2630 - 2642. https://doi.org/10.1109/JSAC.2022.3191329

Journal article

The Effect of Sun Tan Lotion on Skin By Using Skin TEWL and Skin Water Content Measurements
Xiao, P. and Chen, D. (2022). The Effect of Sun Tan Lotion on Skin By Using Skin TEWL and Skin Water Content Measurements. MDPI Sensors. 22. https://doi.org/10.3390/s22093595

Journal article

A Comparative Analysis of Deadlock Avoidance and Prevention Algorithms for Resource Provisioning in Intelligent Autonomous Transport Systems over 6G Infrastructure
Ugwuanyi, E., Iqbal, M. and Dagiuklas, A. (2022). A Comparative Analysis of Deadlock Avoidance and Prevention Algorithms for Resource Provisioning in Intelligent Autonomous Transport Systems over 6G Infrastructure. IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2022.3169424

Journal article

A Deep Graph Cut Model for 3D Brain Tumor Segmentation
De, A., Tiwari, M., Grisan, E. and Chowdhury, A.S. (2022). A Deep Graph Cut Model for 3D Brain Tumor Segmentation. 44th International Engineering in Medicine and Biology Conference (EMBC 2022). Glasgow (UK) 11 - 15 Jul 2022 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

Variational Inference for a Recommendation System in IoT Networks Based on Stein’s Identity
Liu, J., Chen, Y., Islam, Sardar M. N. and Alam, M. (2022). Variational Inference for a Recommendation System in IoT Networks Based on Stein’s Identity. Applied Sciences. 12 (4), p. e1816. https://doi.org/10.3390/app12041816

Journal article

Securing Low-Power Blockchain-Enabled IoT Devices Against Energy Depletion Attack
Alsirhani, A., Khan, M.A., Alomari, I, A., Younas, A., Iqbal, M., Hameed Siqqidi, M. and Ali, A. (2022). Securing Low-Power Blockchain-Enabled IoT Devices Against Energy Depletion Attack. ACM Transactions on Internet Technology. https://doi.org/10.1145/3511903

Journal article

An End-to-End Big Data Analytics Platform for IoT-enabled Smart Factories: A Case Study of Battery Module Assembly System for Electric Vehicles
Kahveci, S., Alkan, B., Ahmad, M. and Harrison, R. (2022). An End-to-End Big Data Analytics Platform for IoT-enabled Smart Factories: A Case Study of Battery Module Assembly System for Electric Vehicles. Journal of Manufacturing Systems. 63, pp. 214-223. https://doi.org/10.1016/j.jmsy.2022.03.010

Journal article

A Qualitative Research Study of the Tech Startup Journey through Entrepreneurial Pivoting
Sala, P., Philbin, S. and Barikzai, S. (2022). A Qualitative Research Study of the Tech Startup Journey through Entrepreneurial Pivoting. International Journal of Entrepreneurial Behavior & Research. https://doi.org/10.1108/IJEBR-07-2021-0528

Journal article

OP16 The first virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic remission in Ulcerative Colitis
Iacucci, M, Cannatelli, R, Parigi, TL, Buda, A, Labarile, N, Nardone, OM, Tontini, GE, Rimondi, A, Bazarova, A, Bhandari, P, Bisschops, R, De Hertogh, G, Del Amor, R, Ferraz, JG, Goetz, M, Gui, X, Hayee, B, Kiesslich, R, Lazarev, M, Naranjo, V, Panaccione, R, Parra-Blanco, A, Pastorelli, L, Rath, T, Røyset, ES, Vieth, M, Villanacci, V, Zardo, D, Ghosh, S and Grisan, E. (2022). OP16 The first virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic remission in Ulcerative Colitis. 17th Congress of ECCO - European Crohn’s and Colitis Organisation. 16 - 19 Feb 2022 Oxford University Press (OUP). https://doi.org/10.1093/ecco-jcc/jjab232.015

Conference paper

OP15 A new simplified histology artificial intelligence system for accurate assessment of remission in Ulcerative Colitis
Villanacci, V, Parigi, TL, Del Amor, R, Mesguer Esbrì, P, Gui, X, Bazarova, A, Bhandari, P, Bisschops, R, Danese, S, De Hertogh, G, G Ferraz, JG, Götz, M, Grisan, E., Hayee, B, Kiesslich, R, Lazarev, M, Mandelli, G, Monica, MAT, Panaccione, R, Parra-Blanco, A, Pastorelli, L, Rath, T, Røyset, ES, Shivaji, U, Tontini, GE, Vieth, M, Zardo, D, Ghosh, S, Naranjo, V and Iacucci, M (2022). OP15 A new simplified histology artificial intelligence system for accurate assessment of remission in Ulcerative Colitis. 17th Congress of ECCO - European Crohn’s and Colitis Organisation. 16 - 19 Feb 2022 Oxford University Press (OUP). https://doi.org/10.1093/ecco-jcc/jjab232.014

Conference paper

Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression.
Tavazzi, E., Daberdaku, S., Zandonà, A., Vasta, R., Nefussy, B., Lunetta, C., Mora, G., Mandrioli, J., Grisan, E., Tarlarini, C., Calvo, A., Moglia, C., Drory, V., Gotkine, M., Chiò, A., Di Camillo, B. and Piemonte, Valle d’Aosta Register for ALS (PARALS), for the Emilia Romagna Registry for ALS (ERRALS) (2022). Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression. Journal of neurology. https://doi.org/10.1007/s00415-022-11022-0

Journal article

Chap 9. Making a Racism Reporting Tool: A legal design case study
Unger, A. and Otoyo, L. (2022). Chap 9. Making a Racism Reporting Tool: A legal design case study. in: Design in Legal Education Routledge.

Book chapter

An Adaptive Registration Algorithm for Zebrafish Larval Brain Images
Deb, S, Tiso, N, Grisan, E. and Chowdhury, A.S. (2022). An Adaptive Registration Algorithm for Zebrafish Larval Brain Images. Computer methods and programs in biomedicine. 216, p. 106658. https://doi.org/10.1016/j.cmpb.2022.106658

Journal article

Forgery Image Dataset
Hossain, Faria, Gul, Asim, Raja, Rameez, Dagiuklas, A. and Galkandage, Chathura (2022). Forgery Image Dataset. Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.21227/9dmj-yn86

Dataset

Few-shot Object Recognition based on Three-Way Decision and Active Learning
Li, B., Luo, S., Wang, J., Tian, L. and Chen, D. (2022). Few-shot Object Recognition based on Three-Way Decision and Active Learning. Visual Computer . 37.

Journal article

PICaSSO Histologic Remission Index (PHRI) in Ulcerative Colitis – Development of a Novel Simplified Histological Score for Monitoring Mucosal Healing and Predicting Clinical Outcomes and its Applicability in an Artificial Intelligence System
Gui, X., Bazarova, A., del Amor, R., Vieth, M., de Hertogh, G., Villanacci, V., Zardo, D., Parigi, T. L., Røyset, E., Shivaji, U., Monica, M. A.T., Mandelli, G., Bhandari, P., Danese, S., Ferraz, J., Hayee, B., Lazarev, M., Parra-Blanco, A., Pastorelli, L., Panaccione, R., Rath, T., Tontini, G.E., Ralf, H., Bisschops, R., Grisan, E., Naranjo, V., Ghosh, S. and Iacucci, M. (2022). PICaSSO Histologic Remission Index (PHRI) in Ulcerative Colitis – Development of a Novel Simplified Histological Score for Monitoring Mucosal Healing and Predicting Clinical Outcomes and its Applicability in an Artificial Intelligence System. Gut. https://doi.org/10.1136/gutjnl-2021-326376

Journal article

A Hybrid Extreme Learning Machine Model with Harris Hawks Optimisation Algorithm: An Optimised Model for Product Demand Forecasting Applications
Chaudhuri, K. D. and Alkan, B. (2022). A Hybrid Extreme Learning Machine Model with Harris Hawks Optimisation Algorithm: An Optimised Model for Product Demand Forecasting Applications. Applied Intelligence. https://doi.org/10.1007/s10489-022-03251-7

Journal article

An Effective Conversion of Visemes to Words for High-Performance Automatic Lipreading.
Fenghour, S., Chen, D., Guo, K., Li, B. and Xiao, P. (2021). An Effective Conversion of Visemes to Words for High-Performance Automatic Lipreading. Sensors. 21 (23). https://doi.org/s21237890

Journal article

Resource Management in Multi-Access Edge Computing (MEC)
Ugwuanyi, E. (2021). Resource Management in Multi-Access Edge Computing (MEC). PhD Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.93xz9

PhD Thesis

Resource Management for Intelligent Reflecting Surface Assisted THz-MIMO Network
Ren, L., Zhang, H., Zhu, Y. and Long, K. (2021). Resource Management for Intelligent Reflecting Surface Assisted THz-MIMO Network. 2021 IEEE Global Communications Conference (GLOBECOM). Madrid, Spain 07 - 11 Dec 2021 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/globecom46510.2021.9685295

Conference paper

UAV visual flight control method based on deep reinforcement learning
Bai, S., Li, B., Gan, Z. and Chen, D. (2021). UAV visual flight control method based on deep reinforcement learning. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI). https://doi.org/10.1109/iccsi53130.2021.9736242

Journal article

UAV flight control method based on deep reinforcement learning
Bai, S., Li, B., Gan, Z. and Chen, D. (2021). UAV flight control method based on deep reinforcement learning. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI). Beijing, China 18 Dec 2021 - 20 Mar 2022 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICCSI53130.2021.9736242

Conference paper

A Cognitive Routing Framework for Reliable Communication in IoT for Industry 5.0
Ghosh, S., Dagiuklas, A., Iqbal, M. and Wang, X. (2021). A Cognitive Routing Framework for Reliable Communication in IoT for Industry 5.0. IEEE Transactions on Industrial Informatics. https://doi.org/10.1109/TII.2022.3141403

Journal article

Performance Comparison of Recent Population-based Metaheuristic Optimisation Algorithms in Mechanical Design Problems of Machinery Components
Alkan, B. and Chinnathai, M.K. (2021). Performance Comparison of Recent Population-based Metaheuristic Optimisation Algorithms in Mechanical Design Problems of Machinery Components. MDPI Machines. 9 (12), p. 341.

Journal article

ME‐MADDPG: An efficient learning‐based motion planning method for multiple agents in complex environments
Wan, K., Wu, D., Li, B., Gao, X., Hu, Z. and Chen, D. (2021). ME‐MADDPG: An efficient learning‐based motion planning method for multiple agents in complex environments. International Journal of Intelligent Systems. 37 (3), pp. 2393-2427. https://doi.org/10.1002/int.22778

Journal article

FANET: Smart city mobility off to a flying start with self‐organized drone‐based networks
Siddiqi, M.H., Draz, U., Ali, A., Iqbal, M., Alruwaili, M., Alhwaiti, Y. and Alanazi, S. (2021). FANET: Smart city mobility off to a flying start with self‐organized drone‐based networks. IET COMMUNICATIONS. 16 (10), pp. 1209-1217. https://doi.org/10.1049/cmu2.12291

Journal article

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