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...
A Snapshot of NLG Evaluation Practices 2005 - 2014
Conference Proceeding
Gkatzia, D., & Mahamood, S. (2015)
A Snapshot of NLG Evaluation Practices 2005 - 2014. https://doi.org/10.18653/v1/w15-4708
In this paper we present a snapshot of endto-end NLG system evaluations as presented in conference and journal papers1 over the last ten years in order to better understand th...
Determinants of Next Generation e-Health Network and Architecture Specifications
Conference Proceeding
Thuemmler, C., Paulin, A., & Lim, A. K. (2016)
Determinants of Next Generation e-Health Network and Architecture Specifications. In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), (233-238). https://doi.org/10.1109/HealthCom.2016.7749460
This paper summarizes the determinants for future e-Health network and IT infrastructures in the health care environment. The paper bases on observations conducted as part of ...
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...
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.
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...