Computer Science and Informatics


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Latest research outputs

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Multi-Agent Collaborative Learning for UAV Enabled Wireless Networks
Xia, Wenchao, Zhu, Y., De Simone, L., Dagiuklas, A., Wong, Kai-Kit and Zhen, Gan (2022). Multi-Agent Collaborative Learning for UAV Enabled Wireless Networks. IEEE Journal on Selected Areas in Communications.

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 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. Journal of Crohn's and Colitis. 16 (Suppl 1), p. i017–i018. https://doi.org/10.1093/ecco-jcc/jjab232.015

Journal article

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. Journal of Crohn's and Colitis. 16 (Suppl 1), p. i015–i017. https://doi.org/10.1093/ecco-jcc/jjab232.014

Journal article

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

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. https://doi.org/10.1049/cmu2.12291

Journal article

Learning the structure of Bayesian networks with ancestral and/or heuristic partition
Tan, X., Gao, X., Wang, Z., Han, H., Liu, X. and Chen, D. (2021). Learning the structure of Bayesian networks with ancestral and/or heuristic partition. Information Sciences. https://doi.org/10.1016/j.ins.2021.10.052

Journal article

The primary visual cortex of Cetartiodactyls: organization, cytoarchitectonics and comparison with perissodactyls and primates.
Graïc, J., Peruffo, A., Corain, L., Finos, L., Grisan, E. and Cozzi, B. (2021). The primary visual cortex of Cetartiodactyls: organization, cytoarchitectonics and comparison with perissodactyls and primates. Brain structure & function. https://doi.org/10.1007/s00429-021-02392-8

Journal article

Intelligent Processing and IT Tools of E-Commerce Data,Information and Knowledge
Honghao G., J. Kim, W. Hussain, Iqbal, M. and Y. Duan (ed.) (2021). Intelligent Processing and IT Tools of E-Commerce Data,Information and Knowledge. Springer International Publishing AG.

Book

Volunteer Task Recommender in Humanitarian Supply Chain for Effective Disaster Management
Butt, F. L., Sarwar, S., Iqbal, M., Safyan, M., Ul Qayyum, Z. and Al Otaib, S. (2021). Volunteer Task Recommender in Humanitarian Supply Chain for Effective Disaster Management. in: Gao, H., Kim, J. Y., Hussain, W., Iqbal, M. and Duan, Y. (ed.) Intelligent Processing and IT Tools of E-Commerce Data, Information and Knowledge Springer Nature. pp. 21 - 44

Book chapter

SO-KDN: A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing
Ghosh, S., El Boudani, B., Dagiuklas, A. and Iqbal, M. (2021). SO-KDN: A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing. 2021 The 4th International Conference on Information Science and Systems. https://doi.org/10.1145/3459955.3460617

Journal article

Deep Learning-based Automated Lip-Reading: A Survey
Fenghour, S., Chen, D., Guo, K., Li, B. and Xiao, P. (2021). Deep Learning-based Automated Lip-Reading: A Survey. IEEE Access. https://doi.org/10.1109/ACCESS.2021.3107946

Journal article

Deep Learning Causal Attributions of Breast Cancer
Chen, D., Hajderanj, L., Mallet, S., Camenen, P., Li, B., Hao, R. and Zhao, E. (2021). Deep Learning Causal Attributions of Breast Cancer. in: Arai, K. (ed.) Intelligent Computing, Proceedings of the 2021 Computing Conference, Lecture Notes in Networks and Systems, Vol 285, Intelligent Computing (A. Kohei, Editor) Springer.

Book chapter

Digital Loyalty Programmes: Pull Strategies in B2B Channel Marketing
Marjan, A., Graham, C., Bruce, M. and Mitchell, A. (2021). Digital Loyalty Programmes: Pull Strategies in B2B Channel Marketing. Advances in Marketing, Customer Relationship Management, and E-Services. https://doi.org/10.4018/978-1-7998-8003-5.ch004

Journal article

EkmEx - An Extended Framework for Labeling an Unlabeled Fault Dataset
Rizwan, M., Nadeem, A., Sarwar, S., Iqbal, M., Safyan, M. and Ul Qayyum, Z. (2021). EkmEx - An Extended Framework for Labeling an Unlabeled Fault Dataset. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-021-11441-7

Journal article

A Dynamic and Scalable User-centric Route Planning Algorithm Based on Polychromatic Sets Theory
Li, P., Wang, X., Gao, H., Xu, X., Iqbal, M. and Dahal, K. (2021). A Dynamic and Scalable User-centric Route Planning Algorithm Based on Polychromatic Sets Theory. IEEE Transactions on Intelligent Transportation Systems. pp. 1-11. https://doi.org/10.1109/TITS.2021.3085026

Journal article

Robust, Resilient and Reliable Architecture for V2X Communication
Khan, M.A., Ghosh, S., Busari, S.A., Huq, K.M.S., Dagiuklas, A., Mumtaz, S., Iqbal, M. and Rodriguez, J. (2021). Robust, Resilient and Reliable Architecture for V2X Communication. IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2021.3084519

Journal article

Autoencoder Based Anomaly Detection for SCADA Networks
Nazir, S., Patel, S. and Patel, D. (2021). Autoencoder Based Anomaly Detection for SCADA Networks. International Journal of Artificial Intelligence and Machine Learning. 11 (2), pp. 83-99. https://doi.org/10.4018/ijaiml.20210701.oa6

Journal article

6G Vision: Towards Future Collaborative Cognitive Communication (3C) Systems
Shahzadi S., Iqbal, M. and Riaz Chaudhry N. (2021). 6G Vision: Towards Future Collaborative Cognitive Communication (3C) Systems. IEEE Communications Standards Magazine. 5 (2), pp. 60-67. https://doi.org/10.1109/MCOMSTD.001.2000044

Journal article

A novel data-driven approach to support decision-making during production scale-up of assembly systems
Alkan, B. (2021). A novel data-driven approach to support decision-making during production scale-up of assembly systems. Journal of Manufacturing Systems. 59, pp. 577-595. https://doi.org/10.1016/j.jmsy.2021.03.018

Journal article

Identifying Optimal Granularity Level of Modular Assembly Supply Chains Based on Complexity-Modularity Trade-Off
Alkan, B., Bullock, S. and Galvin, K. (2021). Identifying Optimal Granularity Level of Modular Assembly Supply Chains Based on Complexity-Modularity Trade-Off. IEEE Access. 9, pp. 57907 - 57921. https://doi.org/10.1109/ACCESS.2021.3072955

Journal article

Exploring entrepreneurial pivoting and the factors that trigger pivots by tech startups
Sala, P.K., Philbin, S. and Barikzai, S. (2021). Exploring entrepreneurial pivoting and the factors that trigger pivots by tech startups. TEMSCON’21: 2021 IEEE Technology & Engineering Management Conference – Europe.. Virtual Conference 17 - 21 May 2021 IEEE.

Conference paper

Towards An SDN Assisted IDS
Sutton, R., Ludwiniak, R., Pitropakis, N., Chrysoulas, C. and Dagiuklas, A. (2021). Towards An SDN Assisted IDS. IFIP NTMS Workshop on CyberSecurity on Hardware 2021. Paris 19 - 21 Apr 2021 International Federation for Information Processing (IFIP).

Conference paper

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