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Performance evaluation of RPL metrics in environments with strained transmission ranges.

Conference Proceeding
Thomson, C., Wadhaj, I., Romdhani, I., & Al-Dubai, A. (2017)
Performance evaluation of RPL metrics in environments with strained transmission ranges. In 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA). https://doi.org/10.1109/aiccsa.2016.7945687
An examination of existing studies in the area of Routing Protocol for Low-Power and Lossy Networks (RPL) implementation in wireless sensor networks (WSNs) reveals a consisten...

Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines

Journal Article
Mocanu, D. C., Bou Ammar, H., Puig, L., Eaton, E., & Liotta, A. (2017)
Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines. Pattern Recognition, 69, 325-335. https://doi.org/10.1016/j.patcog.2017.04.017
Estimation, recognition, and near-future prediction of 3D trajectories based on their two dimensional projections available from one camera source is an exceptionally difficul...

5G innovations for new business opportunities

Report
Sébastien Bedo, J., Eddine El Ayoubi, S., Filippou, M., Gavras, A., Giustiniano, D., Iovanna, P., …Tjelta, T. (2017)
5G innovations for new business opportunities. Brussels: European Commission / 5G PPP
5G is the next generation mobile network that enables innovation and supports progressive change across all vertical industries and across our society1. Through its Radio Acce...

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...

Spatial anomaly detection in sensor networks using neighborhood information

Journal Article
Bosman, H. H., Iacca, G., Tejada, A., Wörtche, H. J., & Liotta, A. (2017)
Spatial anomaly detection in sensor networks using neighborhood information. Information Fusion, 33, 41-56. https://doi.org/10.1016/j.inffus.2016.04.007
The field of wireless sensor networks (WSNs), embedded systems with sensing and networking capability, has now matured after a decade-long research effort and technological ad...

5G empowering vertical industries

Report
Thuemmler, C. (2016)
5G empowering vertical industries. Brussels: European Commission
Supported by the 5G empowering vertical industries With 5G, networks will be transformed into intelligent orchestration platforms. By cementing strong relationships between ve...

EU-China joint white paper on the Internet of Things

Working Paper
(CAICT), C. A. O. I. A. C. T. & DG Connect, E. C. (2016)
EU-China joint white paper on the Internet of Things
This paper reflects the outcome of several years of the IoT international cooperation between the EU and China and documents the state-of-the-art on IoT development in both re...

An architecture for designing Future Internet (FI) applications in sensitive domains: Expressing the software to data paradigm by utilizing hybrid cloud technology

Conference Proceeding
Sotiriadis, S., Petrakis,, E. G. M., Covaci, . S., Zampognaro, P., Georga, E., & Thuemmler, C. (2014)
An architecture for designing Future Internet (FI) applications in sensitive domains: Expressing the software to data paradigm by utilizing hybrid cloud technology. In 13th IEEE International Conference on BioInformatics and BioEngineering, 1-6. doi:10.1109/bibe.2013.6701578
The emergency of cloud computing and Generic Enablers (GEs) as the building blocks of Future Internet (FI) applications highlights new requirements in the area of cloud servic...

Applying the Software-to-Data Paradigm in Next Generation E-Health Hybrid Clouds

Conference Proceeding
Thuemmler, C., Mueller, J., Covaci, S., Magedanz, T., de Panfilis, S., Jell, T., …Gavras, A. (2013)
Applying the Software-to-Data Paradigm in Next Generation E-Health Hybrid Clouds. In 2013 Tenth International Conference on Information Technology: New Generations (ITNG),, 459-463. https://doi.org/10.1109/itng.2013.77
Health care providers have over years continuously rejected Public Cloud technology for understandable concerns regarding privacy and confidentiality. The pick up rate on clou...