Computer Science and Informatics

Type	Division
School	Engineering

Latest research outputs

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Skin Capacitive Image Stitching and Occlusion Measurements

Ciortea, L. I., Chen, D. and Xiao, P. (2023). Skin Capacitive Image Stitching and Occlusion Measurements. Cosmetics. 10 (1), p. 32. https://doi.org/10.3390/cosmetics10010032

Journal article

Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surface

Dagiuklas, A. (2023). Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surface. IEEE WCNC. Scotland 26 - 29 Mar 2023 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/wcnc55385.2023.10118891

Conference presentation

An Intelligent model for supporting Edge Migration for Virtual Function Chains in Next Generation Internet of Things

Tsakanikas, V., Dagiuklas, A., Iqbal, M., Wang, X. and Mumtaz, S. (2023). An Intelligent model for supporting Edge Migration for Virtual Function Chains in Next Generation Internet of Things. Scientific Reports. 13 (1063). https://doi.org/10.1038/s41598-023-27674-5

Journal article

A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 1 Evaluation Report

Thomas, N., Frings, D., Flood, C., Grisan, E., Wood, K., Daly, N. and Sharma, S. (2022). A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 1 Evaluation Report. London South Bank University.

Project report

The pandemic brain: Neuroinflammation in non-infected individuals during the COVID-19 pandemic

Brusaferri, L., Alshelh, Z., Martins, D., Kim, M., Weerasekera, A., Housman, H., Morrissey, E.J., Knight, P.C., Castro-Blanco, K.A., Albrecht, D.S., Tseng, C-E., Zürcher, N.R., Ratai, E-M., Akeju, O., Makary, M.M., Catana, C., Mercaldo, N.D., Hadjikhani, N., Veronese, M., Turkheimer, F., Rosen, B.R., Hooker, J.M. and Loggia, M.L. (2022). The pandemic brain: Neuroinflammation in non-infected individuals during the COVID-19 pandemic. Brain, behavior, and immunity. 102, pp. 89-87. https://doi.org/10.1016/j.bbi.2022.02.018

Journal article

Optical coherence elastography based on inverse compositional Gauss-Newton digital volume correlation with second-order shape function

Wu, H., Wang, J., Catano, J.A.A., Sun, C. and Li, Z. (2022). Optical coherence elastography based on inverse compositional Gauss-Newton digital volume correlation with second-order shape function. Optics Express. 30 (23), pp. 41954-41968. https://doi.org/10.1364/OE.473898

Journal article

Atomistic Investigation of Titanium Carbide Ti8C5 under Impact Loading

Xia, K., Zhan, H., Shao, J., Wang, J., Zheng, Z., Zhang, X. and Li, Z. (2022). Atomistic Investigation of Titanium Carbide Ti8C5 under Impact Loading. Metals. 12 (11), p. 1989. https://doi.org/10.3390/met12111989

Journal article

The Need to Shift from Morphological to Structural Assessment for Carotid Plaque Vulnerability

Xiang, Y., Huang, X., Mendieta, J.B., Wang, J., Paritala, P.K., Lloyd, T. and Li, Z. (2022). The Need to Shift from Morphological to Structural Assessment for Carotid Plaque Vulnerability. Biomedicines. 10 (12), p. 3038. https://doi.org/10.3390/biomedicines10123038

Journal article

Imaging-Based Patient-Specific Biomechanical Evaluation of Atherosclerosis and Aneurysm: A Comparison Between Structural-Only, Fluid-Only and Fluid–Structure Interaction Analysis

Mendieta, J.B., Paritala, P.K., Wang, J. and Li, Z. (2022). Imaging-Based Patient-Specific Biomechanical Evaluation of Atherosclerosis and Aneurysm: A Comparison Between Structural-Only, Fluid-Only and Fluid–Structure Interaction Analysis. International Conference on Medical Image Computing and Computer-Assisted Intervention. Singapore 18 - 22 Sep 2022 Springer. https://doi.org/10.1007/978-3-031-09327-2_4

Conference paper

An Exploratory Framework for Intelligent Labelling of Fault Datasets

Rizwan, M., Habib, Z., Sarwar, S., Iqbal, M., Safyan, M. and Almakhles, D. (2022). An Exploratory Framework for Intelligent Labelling of Fault Datasets. International Conference On Human-Centered Cognitive Systems (HCCS 2022). Shangai, China 17 Dec 2022 - 18 Mar 2023 IEEE. https://doi.org/10.1109/hccs55241.2022.10090366

Conference paper

Skillbot: A Conversational Chatbot based Data Mining and Sentiment Analysis

Islam, B., Iqbal, M. and Ubakanma, G. (2022). Skillbot: A Conversational Chatbot based Data Mining and Sentiment Analysis. International Conference On Human-Centered Cognitive Systems (HCCS 2022). Shangai, China 17 Dec 2022 - 18 Mar 2023 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HCCS55241.2022.10090342

Conference paper

SkillBot: Towards Data Augmentation using Transformer language model and linguistic evaluation

Khatri, S., Iqbal, M. and Ubakanma, G. (2022). SkillBot: Towards Data Augmentation using Transformer language model and linguistic evaluation. International Conference On Human-Centered Cognitive Systems (HCCS 2022). Shangai, China 17 Dec 2022 - 18 Mar 2023 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HCCS55241.2022.10090376

Conference paper

The Metaverse evolution: Toward Future Digital Twin Campuses

Antonijevic, P., Iqbal, M., Ubakanma, G. and Dagiuklas, A. (2022). The Metaverse evolution: Toward Future Digital Twin Campuses. International Conference On Human-Centered Cognitive Systems (HCCS 2022). Shangai, China 17 Dec 2022 - 18 Mar 2023 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HCCS55241.2022.10090250

Conference paper

Comparative Analysis of Data using Machine Learning Algorithms: A hydroponics system use case

Idoje, G., Mouroutoglou, C., Dagiuklas, A., Kotsiras, A., Muddesar, I, and Alefragkis, P. (2022). Comparative Analysis of Data using Machine Learning Algorithms: A hydroponics system use case . Smart Agricultural Technology. 4, p. 100207. https://doi.org/10.1016/j.atech.2023.100207

Journal article

Optimisation Method for Training Deep Neural Networks in Classification of Non- functional Requirements

Sabir, M. (2022). Optimisation Method for Training Deep Neural Networks in Classification of Non- functional Requirements. PhD Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.931wy

PhD Thesis

Estimation of Cortical Bone Strength Using CNN-based Regression Model

Sultan, Hossam H., Grisan, E., Peralta, L. and Harput, S. (2022). Estimation of Cortical Bone Strength Using CNN-based Regression Model. 2022 IEEE International Ultrasonics Symposium (IUS). Venice, Italy 10 - 13 Oct 2022 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ius54386.2022.9957568

Conference paper

Motion Correction Using Deep Learning Neural Networks - Effects of Data Representation

Zaydullin, R., Bharath, A.A., Grisan, E., Christensen-Jeffries, K., Bai, W. and Tang, M-X. (2022). Motion Correction Using Deep Learning Neural Networks - Effects of Data Representation. 2022 IEEE International Ultrasonics Symposium (IUS). Venice, Italy 10 - 13 Oct 2022 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ius54386.2022.9958903

Conference paper

Enabling Artificial Intelligence Analytics on The Edge

Tsakanikas, V. (2022). Enabling Artificial Intelligence Analytics on The Edge . PhD Thesis https://doi.org/10.18744/lsbu.92w1z

PhD Thesis

On the benchmarking of ResNet forgery image model using different datasets

Hossain, F. and Dagiuklas, A. (2022). On the benchmarking of ResNet forgery image model using different datasets. Human-Centered Cognitive Systems. Shangai, China 18 Nov - 17 Dec 2022 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HCCS55241.2022.10090275

Conference paper

Computer-Aided Imaging Analysis of Probe-Based Confocal Laser Endomicroscopy With Molecular Labeling and Gene Expression Identifies Markers of Response to Biological Therapy in IBD Patients: The Endo-Omics Study

Iacucci, M., Jeffery, L., Acharjee, A., Grisan, E., Buda, A., Nardone, O.M., Smith, S.C.L., Labarile, N., Zardo, D., Ungar, B., Hunter, S., Mao, R., Cannatelli,R., Shivaji, U.N., Parigi, T.L., Reynolds, G.M., Gkoutos, G.V. and Ghosh, S. (2022). Computer-Aided Imaging Analysis of Probe-Based Confocal Laser Endomicroscopy With Molecular Labeling and Gene Expression Identifies Markers of Response to Biological Therapy in IBD Patients: The Endo-Omics Study. Inflammatory Bowel Diseases. 2022 (izac233), pp. 1-12. https://doi.org/0.1093/ibd/izac233

Journal article

Methods to Improve the Prediction Accuracy and Performance of Ensemble Models

Adegoke, V. (2022). Methods to Improve the Prediction Accuracy and Performance of Ensemble Models. MPhil Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.92856

MPhil Thesis

A Cognitive Routing framework for Self-Organised Knowledge Defined Networks

Ghosh, S. (2022). A Cognitive Routing framework for Self-Organised Knowledge Defined Networks. PhD Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.92851

PhD Thesis

Effective and Trustworthy Dimensionality Reduction Approaches for High Dimensional Data Understanding and Visualization

Hajderanj, L. (2022). Effective and Trustworthy Dimensionality Reduction Approaches for High Dimensional Data Understanding and Visualization. PhD Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.92850

PhD Thesis

Viseme-based Lip-Reading using Deep Learning

Fenghour, S. (2022). Viseme-based Lip-Reading using Deep Learning. PhD Thesis London South Bank University School of Engineering https://doi.org/10.18744/lsbu.9280w

PhD Thesis

A Generic Framework for Deploying Video Analytic Services on the Edge

Tsakanikas, V. and Dagiuklas, A. (2022). A Generic Framework for Deploying Video Analytic Services on the Edge. IEEE Transactions on Cloud Computing. https://doi.org/10.1109/TCC.2022.3218813

Journal article

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

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