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...
Detection of Denial-of-Service Attacks Based on Computer Vision Techniques
Journal Article
Tan, Z., Jamdagni, A., He, X., Nanda, P., Liu, R. P., & Hu, J. (2015)
Detection of Denial-of-Service Attacks Based on Computer Vision Techniques. IEEE Transactions on Computers, 64(9), 2519-2533. https://doi.org/10.1109/tc.2014.2375218
Detection of Denial-of-Service (DoS) attacks has attracted researchers since 1990s. A variety of detection systems has been proposed to achieve this task. Unlike the existing ...
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...
Conducting Performance Evaluation of an e-Health Platform
Book
Lo, O., Fan, L., Buchanan, W. J., & Thuemmler, C. (2012)
Conducting Performance Evaluation of an e-Health Platform. In T. Issa, P. Isaías, & P. Kommers (Eds.), Advances in Business Information Systems and Analytics; Information Systems and Technology for Organizations in a Networked Society, 295-315. IGI Global Publishing. doi:10.4018/978-1-4666-4062-7.ch016
For increased awareness and adoption of e-Health implementations, results from evaluation must be catered towards three primary perspectives: organizational, end-user and tech...
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.
Technical evaluation of an e-health platform.
Conference Proceeding
Lo, O., Fan, L., Buchanan, W. J., & Thuemmler, C. (2012)
Technical evaluation of an e-health platform. In M. Macedo (Ed.), Proceedings of the IADIS International Conference e-Health 2012
Methodologies for evaluation of e-Health platforms are still lacking. We propose an e-Health evaluation framework that aims to provide a concise methodology for the evaluation...
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,...
Review of e-Frailty evaluation frameworks.
Presentation / Conference
Smales, A., Buchanan, W. J., & Thuemmler, C. (2015, January)
Review of e-Frailty evaluation frameworks. Paper presented at HIS 2015, Edinburgh
This paper outlines some of the key methods used to evaluate frailty and provide important metrics for the implementation of an e-Frailty framework. Frailty is an emergent pro...