Ana Filipa Simão de Almeida

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-01-2018 / 01-02-2025
Roles held in IT:	PhD Student
Former IT thematic line:	Networks and Services
Group:	Network Architectures and Protocols – Av

Publications

6Papers in Journals

A. Almeida, P. Rito, S. Brás Brás, F. Pinto, S. Sargento, Exploring the dynamic symbiosis of urban mobility and 5G networks, Computer Networks, Vol. 258, No., pp. 111024 - 111024, February, 2025 | BibTex
A. Almeida, P. Rito, S. Brás Brás, F. Pinto, S. Sargento, A machine learning approach to forecast 5G metrics in a commercial and operational 5G platform: 5G and mobility, Computer Communications, Vol. 228, No., pp. 107974 - 107974, December, 2024 | BibTex
A. Almeida, S. Brás Brás, S. Sargento, F. Pinto, Focalize K-NN: an imputation algorithm for time series datasets, Pattern Analysis and Applications, Vol. 27, No. 2, pp. -, April, 2024 | BibTex
P. Rito, A. Almeida, A. F. Figueiredo, C. Gomes, P. T. Teixeira, R. Rosmaninho, R. Lopes, D. Dias, G. P. Perna, M. Silva, C Senna, D. Raposo, M. Luís, S. Sargento, A. Oliveira, N.B.C. Carvalho, Aveiro Tech City Living Lab: A Communication, Sensing, and Computing Platform for City Environments, IEEE Internet of Things Journal, Vol. 10, No. 15, pp. 13489 - 13510, August, 2023 | BibTex
A. Almeida, S. Brás Brás, S. Sargento, F. Pinto, Time series big data: a survey on data stream frameworks, analysis and algorithms, Journal of Big Data, Vol. 10, No. 1, pp. 1 - 1, May, 2023 | BibTex
A. Almeida, S. Brás Brás, I.C.O. Oliveira, S. Sargento, Vehicular traffic flow prediction using deployed traffic counters in a city, Future Generation Computer Systems, Vol. 128, No. 7, pp. 429 - 442, March, 2022 | Full text (PDF 1 MB) | BibTex

4Papers in Conferences

A. Almeida, P. Rito, S. Brás Brás, F. Pinto, S. Sargento, A Machine Learning approach to Forecast 5G Data in a Commercial and Operational 5G Platform, IFIP IFIP Wireless On-demand Network systems and Services Conference WONS, Chamounix, France, Vol., pp. -, January, 2024 | BibTex
A. Almeida, P. Rito, S. Sargento, Safe Roads: Traffic Management and Road Safety Platform for Smart Cities, IEEE World Forum on Internet of Things WF-IoT, Aveiro, Portugal, Vol., pp. -, October, 2023 | BibTex
A. Almeida, H. Sousa, P. Figueiredo, M. Monteiro, R. Dias, P. Rito, S. Sargento, Safe Roads: an Integration between Twitter and City Sensing, The 12th International Conference on the Internet of Things, Delft, Netherlands, November, 2022,
| Abstract | BibTex
A. Almeida, S. Brás Brás, S. Sargento, I.C.O. Oliveira, Using bus tracking data to detect potential hazard driving zones, IbPRIA 2022: 10th Iberian Conference on Pattern Recognition and Image Analysis, Aveiro, Portugal, May, 2022,
| Abstract | BibTex

Projects

Acronym	Name	Funding Agency	Start date	Ending date
AVEIRO STEAM City	AVEIRO STEAM City	EU/H2020	01-11-2018	01-05-2022
CityCatalyst	SI I&DT Empresarial (Programas Mobilizadores) Nr. 046119 - Catalisador para cidades sustentáveis	P2020	01-07-2020	30-06-2023