Outputs (187)

Sustainable Edge Node Computing Deployments in Distributed Manufacturing Systems (2023)
Journal Article
Goudarzi, S., Soleymani, S. A., Anisi, M. H., Jindal, A., Dinmohammadi, F., & Xiao, P. (2023). Sustainable Edge Node Computing Deployments in Distributed Manufacturing Systems. IEEE Transactions on Consumer Electronics, https://doi.org/10.1109/tce.2023.3328949

The advancement of mobile internet technology has created opportunities for integrating the Industrial Internet of Things (IIoT) and edge computing in smart manufacturing. These sustainable technologies enable intelligent devices to achieve high-perf... Read More about Sustainable Edge Node Computing Deployments in Distributed Manufacturing Systems.

Annotate and retrieve in vivo images using hybrid self-organizing map (2023)
Journal Article
Kaur, P., Malhi, A., & Pannu, H. (2024). Annotate and retrieve in vivo images using hybrid self-organizing map. Visual Computer, 40(8), 5619-5638. https://doi.org/10.1007/s00371-023-03126-z

Multimodal retrieval has gained much attention lately due to its effectiveness over uni-modal retrieval. For instance, visual features often under-constrain the description of an image in content-based retrieval; however, another modality, such as co... Read More about Annotate and retrieve in vivo images using hybrid self-organizing map.

A Differential Diffusion Theory for Participating Media (2023)
Journal Article
Cen, Y., Li, C., Li, F. W. B., Yang, B., & Liang, X. (2023). A Differential Diffusion Theory for Participating Media. Computer Graphics Forum, https://doi.org/10.1111/cgf.14956

We present a novel approach to differentiable rendering for participating media, addressing the challenge of computing scene parameter derivatives. While existing methods focus on derivative computation within volumetric path tracing, they fail to si... Read More about A Differential Diffusion Theory for Participating Media.

Inclusive Digital Storytelling: Artificial Intelligence and Augmented Reality to re-centre Stories from the Margins (2023)
Presentation / Conference Contribution
Nisi, V., James, S., Bala, P., Del Bue, A., & Jardim Nunes, N. (2023, November). Inclusive Digital Storytelling: Artificial Intelligence and Augmented Reality to re-centre Stories from the Margins. Presented at 16th International Conference on Interactive Digital Storytelling, ICIDS 2023, Kobe, Japan

As the concept of the Metaverse becomes a reality, storytelling tools sharpen their teeth to include Artificial Intelligence and Augmented Reality as prominent enabling features. While digitally savvy and privileged populations are well-positioned to... Read More about Inclusive Digital Storytelling: Artificial Intelligence and Augmented Reality to re-centre Stories from the Margins.

Graphs with minimum fractional domatic number (2023)
Journal Article
Gadouleau, M., Harms, N., Mertzios, G. B., & Zamaraev, V. (2024). Graphs with minimum fractional domatic number. Discrete Applied Mathematics, 343, 140-148. https://doi.org/10.1016/j.dam.2023.10.020

The domatic number of a graph is the maximum number of vertex disjoint dominating sets that partition the vertex set of the graph. In this paper we consider the fractional variant of this notion. Graphs with fractional domatic number 1 are exactly th... Read More about Graphs with minimum fractional domatic number.

Two-year recall for people with no diabetic retinopathy: a multi-ethnic population-based retrospective cohort study using real-world data to quantify the effect (2023)
Journal Article
Olvera-Barrios, A., Rudnicka, A. R., Anderson, J., Bolter, L., Chambers, R., Warwick, A. N., Welikala, R., Fajtl, J., Barman, S., Remagnino, P., Wu, Y., Lee, A., Chew, E. Y., Ferris, F. L., Hingorani, A. D., Sofat, R., Egan, C., Tufail, A., & Owen, C. G. (online). Two-year recall for people with no diabetic retinopathy: a multi-ethnic population-based retrospective cohort study using real-world data to quantify the effect. British Journal of Ophthalmology, 1839-1845. https://doi.org/10.1136/bjo-2023-324097

Background/aims: The English Diabetic Eye Screening Programme (DESP) offers people living with diabetes (PLD) annual screening. Less frequent screening has been advocated among PLD without diabetic retinopathy (DR), but evidence for each ethnic group... Read More about Two-year recall for people with no diabetic retinopathy: a multi-ethnic population-based retrospective cohort study using real-world data to quantify the effect.

Neural architecture search: A contemporary literature review for computer vision applications (2023)
Journal Article
Poyser, M., & Breckon, T. P. (2024). Neural architecture search: A contemporary literature review for computer vision applications. Pattern Recognition, 147, 110052. https://doi.org/10.1016/j.patcog.2023.110052

Deep Neural Networks have received considerable attention in recent years. As the complexity of network architecture increases in relation to the task complexity, it becomes harder to manually craft an optimal neural network architecture and train it... Read More about Neural architecture search: A contemporary literature review for computer vision applications.

Intrusion Detection in Critical SD-IoT Ecosystem (2023)
Presentation / Conference Contribution
Algamdi, H., Aujla, G. S., Jindal, A., & Trehan, A. (2023). Intrusion Detection in Critical SD-IoT Ecosystem. In 2023 IEEE International Conference on Communications Workshops (ICC Workshops). https://doi.org/10.1109/iccworkshops57953.2023.10283685

The Internet of Things (IoT) connects physical objects with intelligent decision-making support to exchange information and enable various critical applications. The IoT enables billions of devices to connect to the Internet, thereby collecting and e... Read More about Intrusion Detection in Critical SD-IoT Ecosystem.

Cross-chain Transaction Validation using Lock-and-Key Method for Multi-System Blockchain (2023)
Presentation / Conference Contribution
Kumar, G., Lahiri, S., Dua, A., & Aujla, G. S. (2023). Cross-chain Transaction Validation using Lock-and-Key Method for Multi-System Blockchain. In 2023 IEEE International Conference on Communications Workshops (ICC Workshops). https://doi.org/10.1109/iccworkshops57953.2023.10283771

Blockchains have profoundly impacted finance and administration, but there are several issues with the current blockchain platforms, including a lack of system interoperability. Currently used blockchain application platforms only work within their n... Read More about Cross-chain Transaction Validation using Lock-and-Key Method for Multi-System Blockchain.

PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records (2023)
Journal Article
Farrell, S., Appleton, C., Noble, P. M., & Al Moubayed, N. (2023). PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records. Scientific Reports, 13(1), Article 18015. https://doi.org/10.1038/s41598-023-45155-7

Effective public health surveillance requires consistent monitoring of disease signals such that researchers and decision-makers can react dynamically to changes in disease occurrence. However, whilst surveillance initiatives exist in production anim... Read More about PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records.