Computer Science and Informatics

Type	Division
School	Engineering

Latest research outputs

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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

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. 227, p. 1195–1225. https://doi.org/10.1007/s00429-021-02392-8

Journal article

Intelligent Processing and IT Tools of E-Commerce Data,Information and Knowledge

Iqbal, M. 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.

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., 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 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

Towards An SDN Assisted IDS

Sutton, R., Ludwiniak, R., Pitropakis, N., Chrysoulas, C. and Dagiuklas, T. (2021). Towards An SDN Assisted IDS. 2021 11th IFIP International Conference on New Technologies, Mobility and Security (NTMS). https://doi.org/10.1109/ntms49979.2021.9432651

Journal article

The Impact of Supervised Manifold Learning on Structure Preserving and Classification Error: A Theoretical Study

Hajderanj, L., Chen, D. and Weheliye, I. (2021). The Impact of Supervised Manifold Learning on Structure Preserving and Classification Error: A Theoretical Study. IEEE Access. 9. https://doi.org/10.1109/ACCESS.2021.3066259

Journal article

Enhancing Transformer-based language models with Commonsense Representations for Knowledge-driven Machine Comprehension

Li, R., Jiang, Z., Wang, L., Lu, X., Zhao, M. and Chen, D. (2021). Enhancing Transformer-based language models with Commonsense Representations for Knowledge-driven Machine Comprehension. Knowledge-Based Systems. 220, p. 106936. https://doi.org/10.1016/j.knosys.2021.106936

Journal article

Enabling Real-Time AI Edge Video Analytics

Tsakanikas, V. and Dagiuklas, A. (2021). Enabling Real-Time AI Edge Video Analytics. IEEE International Conference on Communications. Montreal 14 - 23 Jun 2021 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICC42927.2021.9500902

Conference paper

A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing

Ghosh, S., El Boudani, B., Dagiuklas, A. and Iqbal, M. (2021). A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing. 4th International Conference on Information Science and Systems ICISS 2021. Edinburugh 17 - 19 Mar 2021 ACM.

Conference paper

Positioning as Service for 5G IoT Networks

El Boudani, B., Kanaris, L., Kokkinis, A., Chrysoulas, C., Dagiuklas, A. and Stavrou, S. (2021). Positioning as Service for 5G IoT Networks. 2021 Telecoms Conference (ConfTELE). Leiria 10 - 12 Feb 2021 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

A Novel Predictive-Collaborative-Replacement (PCR) Intelligent Caching Scheme for Multi-Access Edge Computing (MECs)

Ugwuanyi, E.E., Iqbal, M. and Dagiuklas, A. (2021). A Novel Predictive-Collaborative-Replacement (PCR) Intelligent Caching Scheme for Multi-Access Edge Computing (MECs). IEEE Access. 9, pp. 37103 - 37115. https://doi.org/10.1109/ACCESS.2021.3058769

Journal article

Deep learning for the prediction of treatment response in depression

Squarcina, L., Villa, F.M., Nobile, M., Grisan, E. and Brambilla, P. (2021). Deep learning for the prediction of treatment response in depression. Journal of Affective Disorders. 281, pp. 618-622. https://doi.org/10.1016/j.jad.2020.11.104

Journal article

Response to Biologics in Ibd Patients Assessed by Computerized Image Analysis of Probe Based Confocal Laser Endomicroscopy With Molecular Labeling

Iacucci, M, Grisan, E, Labarile, N, Nardone, OM, Smith, SCL, Jeffery, L, Cannatelli, R, Ghosh, S and Buda, A (2021). Response to Biologics in Ibd Patients Assessed by Computerized Image Analysis of Probe Based Confocal Laser Endomicroscopy With Molecular Labeling. ESGE Days 2021. Virtual 25 - 27 Mar 2021 Georg Thieme Verlag KG. https://doi.org/10.1055/s-0041-1724759

Conference poster

Deep-Learning Estimation of Perfusion Kinetic Parameters in Contrast-Enhanced Ultrasound Imaging

Grisan, E., Harput, S., Raffeiner, B., Fiocco, U. and Stramare, R. (2021). Deep-Learning Estimation of Perfusion Kinetic Parameters in Contrast-Enhanced Ultrasound Imaging. IEEE International Symposium on Biomedical Imaging - IEEE ISBI. Nice 13 - 16 Apr 2021 Institute of Electrical and Electronics Engineers (IEEE).

Conference paper

User Selection in Reconfigurable Intelligent Surface Assisted Communication Systems

Gan, Xu, Zhong, C., Zhu, Y. and Zhong, Z. (2021). User Selection in Reconfigurable Intelligent Surface Assisted Communication Systems. IEEE Communications Letters. 25 (4), pp. 1353-1357. https://doi.org/10.1109/lcomm.2020.3048782

Journal article

The claustrum of the sheep and its connections to the visual cortex

Pirone, A., Graïc, J., Grisan, E. and Cozzi, B. (2020). The claustrum of the sheep and its connections to the visual cortex. Journal of Anatomy. 238 (1), pp. 1-12. https://doi.org/10.1111/joa.13302

Journal article

The Development of a Skin Image Analysis Tool by Using Machine Learning Algorithms

Xiao, P., Zhang, Xu, Pan, Wei, Ou, Xiang, Bontozoglou, C., Chirikhina, E. and Chen, D. (2020). The Development of a Skin Image Analysis Tool by Using Machine Learning Algorithms. Cosmetics. 7 (3), p. e67. https://doi.org/10.3390/cosmetics7030067

Journal article

Biochemical Characterization of Oyster and Clam Galectins: Selective Recognition of Carbohydrate Ligands on Host Hemocytes and <i>Perkinsus</i> Parasites

Vasta, G., Feng, C., Tasumi, S., Abernathy, K., Bianchet, M., Wilson, I., Paschinger, K., Wang, L., Ghosh, A., Amin, M., Smith, B., Brown, S., Vista, A. and Iqbal, M. (2020). Biochemical Characterization of Oyster and Clam Galectins: Selective Recognition of Carbohydrate Ligands on Host Hemocytes and <i>Perkinsus</i> Parasites. Frontiers in Chemistry. 8. https://doi.org/10.3389/fchem.2020.00098

Journal article

Improved PET/CT Respiratory Motion Compensation by Incorporating Changes in Lung Density

Emond, E.C., Bousse, A., Brusaferri, L., Hutton, B.F. and Thielemans, K. (2020). Improved PET/CT Respiratory Motion Compensation by Incorporating Changes in Lung Density. IEEE Transactions on Radiation and Plasma Medical Sciences. pp. 594 - 602. https://doi.org/10.1109/trpms.2020.3001094

Journal article

Joint Activity and Attenuation Reconstruction From Multiple Energy Window Data With Photopeak Scatter Re-Estimation in Non-TOF 3-D PET

Brusaferri, L., Bousse, A., Emond, E.C., Brown, R., Tsai, Y-J., Atkinson, D., Ourselin, S., Watson, C.C., Hutton, B.F., Arridge, S. and Thielemans, K. (2020). Joint Activity and Attenuation Reconstruction From Multiple Energy Window Data With Photopeak Scatter Re-Estimation in Non-TOF 3-D PET. IEEE Transactions on Radiation and Plasma Medical Sciences. pp. 410 - 421. https://doi.org/10.1109/trpms.2020.2978449

Journal article

Optical coherence tomography-based patient-specific coronary artery reconstruction and fluid–structure interaction simulation

Wang, J., Paritala, P.K., Mendieta, J.B., Komori, Y., Raffel, O.C., Gu, Y. and Li, Z. (2020). Optical coherence tomography-based patient-specific coronary artery reconstruction and fluid–structure interaction simulation. Biomechanics and Modeling in Mechanobiology. 19, pp. 7-20. https://doi.org/10.1007/s10237-019-01191-9

Journal article

Characterization of the Atherosclerotic Plaque Tissue

Paritala, P.K., Yarlagadda, T., Mendieta, J.B., Wang, J., Gu, Y., Li, Z. and Yarlagadda, P.K.D.V. (2020). Characterization of the Atherosclerotic Plaque Tissue. Advanced Materials Letters. 11 (5). https://doi.org/10.5185/amlett.2020.051507

Journal article

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