Computer Science and Informatics

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Latest research outputs

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Viseme Embeddings for Commonly Confused Words in Lip-Reading
Fenghour, S., Chen, D., Guo, K. and Xiao, P. (2023). Viseme Embeddings for Commonly Confused Words in Lip-Reading. the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023). Tenerife, Canary Islands, Spain 19 - 20 Jul 2023 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

Artificial Intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis
Iacucci, M., Parigi, T.L., del Amor, R., Meseguer, P., Mandelli, G., Bozzola, A., Bazarova, A., Bhandari, P., Bisschops, R., Danese, S., De Hertogh, G., Ferraz, J.G., Goetz, M., Grisan, E., Gui, X., Hayee, B., Kiesslich, R., Lazarev, M., Panaccione, R., Parra-Blanco, A., Pastorelli, L., Rath, T., Royset, E.S., Tontini, G.E., Vath, M., Zardo, D., Ghosh, S., Naranjo, V. and Villanacci, V. (2023). Artificial Intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis. Gastroenterology. https://doi.org/10.1053/j.gastro.2023.02.031

Journal article

Data Driven Machine Learning Model for Condition Monitoring and Anomaly Detection in Power Grids
Saleem, K., Alkan, B. and Dudley-Mcevoy, S. (2023). Data Driven Machine Learning Model for Condition Monitoring and Anomaly Detection in Power Grids. 2023 IEEE Power & Energy Society General Meeting. Orlando, Florida, US 10 - 16 Jul 2023 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

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).

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

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. 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

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).

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).

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).

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

Conference paper

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

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

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