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Outputs (98)

Multi-Agent Deep Deterministic Policy Gradient Algorithm for Peer-to-Peer Energy Trading Considering Distribution Network Constraints (2021)
Journal Article
Samende, & Fan. (2021). Multi-Agent Deep Deterministic Policy Gradient Algorithm for Peer-to-Peer Energy Trading Considering Distribution Network Constraints. Astronomical Journal, https://doi.org/10.48550/arXiv.2108.09053

In this paper, we investigate an energy cost minimization problem for prosumers participating in peer-to-peer energy trading. Due to (i) uncertainties caused by renewable energy generation and consumption, (ii) difficulties in developing an accurate... Read More about Multi-Agent Deep Deterministic Policy Gradient Algorithm for Peer-to-Peer Energy Trading Considering Distribution Network Constraints.

Enhancement of medical images using fuzzy logic (2021)
Journal Article
Ahmed Fadil, Y., Al-Bander, B., & Radhi, H. Y. (2021). Enhancement of medical images using fuzzy logic. Indonesian Journal of Electrical Engineering and Computer Science, 23(3), 1478 - 1478. https://doi.org/10.11591/ijeecs.v23.i3.pp1478-1484

Image enhancement is one of the most critical subjects in computer vision and image processing fields. It can be considered as means to enrich the perception of images for human viewers. All kinds of images typically suffer from different problems su... Read More about Enhancement of medical images using fuzzy logic.

Interval-Valued Regression - Sensitivity to Data Set Features (2021)
Presentation / Conference Contribution
Kabir, S., & Wagner, C. (2021, July). Interval-Valued Regression - Sensitivity to Data Set Features. Presented at 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Luxembourg, Luxembourg

Regression represents one of the most basic building blocks of data analysis and AI. Despite growing interest in interval-valued data across various fields, approaches to establish regression models for interval-valued data which address and handle t... Read More about Interval-Valued Regression - Sensitivity to Data Set Features.

A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks (2021)
Presentation / Conference Contribution
Hasan, M. M., Jahan, M., Kabir, S., & Wagner, C. (2021, July). A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks. Presented at 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Luxembourg, Luxembourg

Trust estimation of vehicles is vital for the correct functioning of Vehicular Ad Hoc Networks (VANETs) as it enhances their security by identifying reliable vehicles. However, accurate trust estimation still remains distant as existing works do not... Read More about A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks.

Interleaved Deep Artifacts-Aware Attention Mechanism for Concrete Structural Defect Classification. (2021)
Journal Article
Mandal, B. (2021). Interleaved Deep Artifacts-Aware Attention Mechanism for Concrete Structural Defect Classification. IEEE Transactions on Image Processing, 6957 - 6969. https://doi.org/10.1109/TIP.2021.3100556

Automatic machine classification of concrete structural defects in images poses significant challenges because of multitude of problems arising from the surface texture, such as presence of stains, holes, colors, poster remains, graffiti, marking and... Read More about Interleaved Deep Artifacts-Aware Attention Mechanism for Concrete Structural Defect Classification..

Museums of the Future: Heritage Experiences in the Reality-Virtuality Continuum (2021)
Presentation / Conference Contribution
Woolley, S., Collins, T., Rhodes, R., & Polack, F. (2021, July). Museums of the Future: Heritage Experiences in the Reality-Virtuality Continuum. Presented at 34th British Human Computer Interaction Conference, London, UK - University of West London

In this paper we reflect on the interplay and the disconnects between real and virtual heritage experiences, and the fragmented nature of digital experiences. We consider the important engagement potential that virtual interactions bring to small les... Read More about Museums of the Future: Heritage Experiences in the Reality-Virtuality Continuum.

Using Card Sorting to Design Faceted Navigation Structures (2021)
Presentation / Conference
De Quincey, E., & Mitchell, J. (2021, July). Using Card Sorting to Design Faceted Navigation Structures. Presented at 34th British HCI Conference, London, UK

This paper describes how a variation of card sorting- ‘repeated single-criterion sorting’, can be applied to the information architecture design of digital music services. 52 respondents were asked to sort, using their own choice of criteria, 12 popu... Read More about Using Card Sorting to Design Faceted Navigation Structures.

A new method of contrast enhancement of musculoskeletal ultrasound imaging based on fuzzy inference technique (2021)
Journal Article
Jabbar, S. I., Aladi, A. Q., Day, C., & Chadwick, E. (2021). A new method of contrast enhancement of musculoskeletal ultrasound imaging based on fuzzy inference technique. Biomedical Physics & Engineering Express, 7(5), 055003. https://doi.org/10.1088/2057-1976/ac0dce

Improving the clarity and visual quality of Musculoskeletal Ultrasound Images (MUI) can help clinicians to detect diseases more easily and accurately. In this work, we described how to enhance the contrast of MUI locally based on a fuzzy inference sy... Read More about A new method of contrast enhancement of musculoskeletal ultrasound imaging based on fuzzy inference technique.

Art for Computer Scientists: Processing as an Open-Source Art Medium for Computer Science Undergraduates (2021)
Presentation / Conference
(2021, July). Art for Computer Scientists: Processing as an Open-Source Art Medium for Computer Science Undergraduates. Presented at Electronic Visualisation & the Arts (EVA) 2021, London

Art undergraduates increasingly engage in the design and coding of digital media and generative art, for example, using the open-source Processing library and Integrated Development Environment (IDE) created for visual artists. An equivalent cross-ov... Read More about Art for Computer Scientists: Processing as an Open-Source Art Medium for Computer Science Undergraduates.