Outputs (75)

Deep HDR hallucination for inverse tone mapping (2021)
Journal Article
Marnerides, D., Bashford-Rogers, T., & Debattista, K. (2021). Deep HDR hallucination for inverse tone mapping. Sensors, 21(12), Article 4032. https://doi.org/10.3390/s21124032

Inverse Tone Mapping (ITM) methods attempt to reconstruct High Dynamic Range (HDR) information from Low Dynamic Range (LDR) image content. The dynamic range of well-exposed areas must be expanded and any missing information due to over/under-exposure... Read More about Deep HDR hallucination for inverse tone mapping.

On the emergence of intersexual selection: Arbitrary trait preference improves female-male coevolution (2021)
Journal Article
Bull, L. (2021). On the emergence of intersexual selection: Arbitrary trait preference improves female-male coevolution. Artificial Life, 27(1), 15-25. https://doi.org/10.1162/artl_a_00335

Sexual selection is a fundamental aspect of evolution for all eukaryotic organisms with mating types. This article suggests intersexual selection is best viewed as a mechanism with which to compensate for the unavoidable dynamics of coevolution betwe... Read More about On the emergence of intersexual selection: Arbitrary trait preference improves female-male coevolution.

Geo-AI to aid disaster response by memory-augmented deep reservoir computing (2021)
Journal Article
Demertzis, K., Iliadis, L., & Pimenidis, E. (2021). Geo-AI to aid disaster response by memory-augmented deep reservoir computing. Integrated Computer-Aided Engineering, 28(4), 383-398. https://doi.org/10.3233/ICA-210657

It is a fact that natural disasters often cause severe damage both to ecosystems and humans. Moreover, man-made disasters can have enormous moral and economic consequences for people. A typical example is the large deadly and catastrophic explosion i... Read More about Geo-AI to aid disaster response by memory-augmented deep reservoir computing.

Genre analysis of movies using a topic model of plot summaries (2021)
Journal Article
Matthews, P., & Glitre, K. (2021). Genre analysis of movies using a topic model of plot summaries. Journal of the Association for Information Science and Technology, 72(12), 1511-1527. https://doi.org/10.1002/asi.24525

Genre plays an important role in the description, navigation, and discovery of movies, but it is rarely studied at large scale using quantitative methods. This allows an analysis of how genre labels are applied, how genres are composed and how these... Read More about Genre analysis of movies using a topic model of plot summaries.

A novel contract theory-based incentive mechanism for cooperative task-offloading in electrical vehicular networks (2021)
Journal Article
Kazmi, S. M., Dang, T. N., Yaqoob, I., Manzoor, A., Hussain, R., Khan, A., …Salah, K. (2022). A novel contract theory-based incentive mechanism for cooperative task-offloading in electrical vehicular networks. IEEE Transactions on Intelligent Transportation Systems, 23(7), 8380-8395. https://doi.org/10.1109/tits.2021.3078913

The proliferation of compute-intensive services in next-generation vehicular networks will impose an unprecedented computation demand to meet stringent latency and resource requirements. Vehicular edge or fog computing has been a widely adopted solut... Read More about A novel contract theory-based incentive mechanism for cooperative task-offloading in electrical vehicular networks.

OntoBioethics: A framework for the agile development of bioethics ontologies in pandemics, applied to COVID-19 (2021)
Journal Article
Odeh, M., Kharbat, F. F., Yousef, R., Odeh, Y., Tbaishat, D., Hakooz, N., …Mansour, A. (2021). OntoBioethics: A framework for the agile development of bioethics ontologies in pandemics, applied to COVID-19. Frontiers in Medicine, 8, Article 619978. https://doi.org/10.3389/fmed.2021.619978

Background: Few ontological attempts have been reported for conceptualizing the bioethics domain. In addition to limited scope representativeness and lack of robust methodological approaches in driving research design and evaluation of bioethics onto... Read More about OntoBioethics: A framework for the agile development of bioethics ontologies in pandemics, applied to COVID-19.

On-device computational caching-enabled augmented reality for 5G and beyond: A contract-theory-based incentive mechanism (2021)
Journal Article
Dang, T. N., Kim, K., Khan, L. U., Kazmi, S. M. A., Han, Z., & Hong, C. S. (2021). On-device computational caching-enabled augmented reality for 5G and beyond: A contract-theory-based incentive mechanism. IEEE Internet of Things, 8(24), 17382-17394. https://doi.org/10.1109/JIOT.2021.3080709

Recently, we have witnessed an increasing demand in augmented reality (AR)-based fifth-generation (5G) and beyond applications, such as smart gaming, smart navigation, smart military wearable, and smart industries. These AR-based applications require... Read More about On-device computational caching-enabled augmented reality for 5G and beyond: A contract-theory-based incentive mechanism.

Autoencoding with a classifier system (2021)
Journal Article
Preen, R. J., Wilson, S. W., & Bull, L. (2021). Autoencoding with a classifier system. IEEE Transactions on Evolutionary Computation, 25(6), 1079 - 1090. https://doi.org/10.1109/TEVC.2021.3079320

Autoencoders are data-specific compression algorithms learned automatically from examples. The predominant approach has been to construct single large global models that cover the domain. However, training and evaluating models of increasing size com... Read More about Autoencoding with a classifier system.

Towards optimized one-step clustering approach in wireless sensor networks (2021)
Journal Article
Merabtine, N., Djenouri, D., Zegour, D., Bounnssairi, A., & Rahmani, K. (2021). Towards optimized one-step clustering approach in wireless sensor networks. Wireless Personal Communications, 120, 1501–1523. https://doi.org/10.1007/s11277-021-08521-0

This paper introduces a nonlinear integer programming model for the clustering problem in wireless sensor networks, with a threefold contribution. First, all factors that may influence the energy consumption of clustering protocols, such as cluster-h... Read More about Towards optimized one-step clustering approach in wireless sensor networks.

Are artificial dendrites useful in neuro-evolution? (2021)
Journal Article
Bull, L. (2022). Are artificial dendrites useful in neuro-evolution?. Artificial Life, 27(2), 75-79. https://doi.org/10.1162/artl_a_00338

The significant role of dendritic processing within neuronal networks has become increasingly clear. This letter explores the effects of including a simple dendrite-inspired mechanism into neuro-evolution. The phenomenon of separate dendrite activati... Read More about Are artificial dendrites useful in neuro-evolution?.