Decentralized dynamic understanding of hidden relations in complex networks
Journal Article
Mocanu, D. C., Exarchakos, G., & Liotta, A. (2018)
Decentralized dynamic understanding of hidden relations in complex networks. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-19356-4
Almost all the natural or human made systems can be understood and controlled using complex networks. This is a difficult problem due to the very large number of elements in s...
A topological insight into restricted Boltzmann machines
Journal Article
Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M., & Liotta, A. (2016)
A topological insight into restricted Boltzmann machines. Machine Learning, 104(2-3), 243-270. https://doi.org/10.1007/s10994-016-5570-z
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic feature...
Norms and standards in modular medical architectures.
Conference Proceeding
Fricker, S., Fiedler, M., Grottland, A., Jell, T., Magedanz, T., Thuemmler, C., …Paulin, A. (2014)
Norms and standards in modular medical architectures. In 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom) (IEEE Healthcom 2013), (382-387). https://doi.org/10.1109/HealthCom.2013.6720705
Recent Internet of Things (IoT) research has been aiming at interoperability of devices and the integration of sensor networks. The Future Internet - Private Public Partnershi...
Health: RFID makes surgery safer.
Book
Mival, O., Thuemmler, C., Schneider, A., Paulin, A., Kranzfelder, M., & Hasan, A. (2013)
Health: RFID makes surgery safer. In P. Cousin (Ed.), Internet of Things: Success Stories, 54-60. Internet of Things Council
This document presents a novel technique to reduce the risk of forgotten surgical towels in surgery. It is an application of IoT in field of healthcare. Integrating RFID tags ...
A social-technological alignment matrix.
Conference Proceeding
Thuemmler, C., Mival, O., Lim, A. K., Holanec, I., & Fricker, S. (2015)
A social-technological alignment matrix. In 2014 IEEE 16th International Conference on e-Health Networking, Applications and Services (Healthcom), 200-205. https://doi.org/10.1109/healthcom.2014.7001841
This paper refers to the term " implementation " as the Especially in health care this has proven to be a very critical phase Although strategies such as requirements engineer...
Integrating assisted living with primary and secondary health care.
Presentation / Conference
Buchanan, W. J., Fan, L., Ekonomou, E., Lo, O., Uthmani, O., & Thuemmler, C. (2012, May)
Integrating assisted living with primary and secondary health care. Paper presented at Data Handling in Health and Social Care: Striking the balance between confidentiality, security and information sharing, Edinburgh
This presentation outlines the Cloud4Health platform.
IoT for a shock warning system
Working Paper
Brogan, J., Thuemmler, C., Mival, O., & Fricker, S. (2014)
IoT for a shock warning system
This technical paper details the interdependencies between Internet of Things (IoT) and latest Future Internet (FI) technology, demonstrated by using the example of a smart co...
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks
Journal Article
Savaglio, C., Pace, P., Aloi, G., Liotta, A., & Fortino, G. (2019)
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks. IEEE Access, 7, 29355-29364. https://doi.org/10.1109/access.2019.2902371
High-density communications in wireless sensor networks (WSNs) demand for new approaches to meet stringent energy and spectrum requirements. We turn to reinforcement learning,...
Resilience of Video Streaming Services to Network Impairments
Journal Article
Torres Vega, M., Perra, C., & Liotta, A. (2018)
Resilience of Video Streaming Services to Network Impairments. IEEE Transactions on Broadcasting, 64(2), 220-234. https://doi.org/10.1109/tbc.2017.2781125
When dealing with networks, performance management through conventional quality of service (QoS)-based methods becomes difficult and is often ineffective. In fact, quality eme...
An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0
Journal Article
Pace, P., Aloi, G., Gravina, R., Caliciuri, G., Fortino, G., & Liotta, A. (2019)
An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0. IEEE Transactions on Industrial Informatics, 15(1), 481-489. https://doi.org/10.1109/tii.2018.2843169
Edge computing paradigm has attracted many interests in the last few years as a valid alternative to the standard cloud-based approaches to reduce the interaction timing and t...