Thaina de Castro Saraiva

IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Email: Send Email

http://www.cienciavitae.pt/B317-B403-024E

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Thesis Information

Enabling Full Automation and Intelligent Management of Wireless Networks in 5G and Beyond through Intent-Based Networks, Instituto Superior Técnico, PhD Student, Thaina de Castro Saraiva, Supervisor: P. Vieira, Co-supervisor: A. J. Rodrigues, set-2023 - set-2027

Publications

1Books Chapters

P. Vieira, T. Saraiva, DD Duarte, L. Mata, A smart trouble ticket management approach for mobile networks using unsupervised learning, Chapter in, The road to B5G / 6G Mobile Communication Networks. Technologies and Applications, Chih-Cheng Tseng, AlbenaMihovska, Shao-YuLien, River Publishers, Gistrup, 2025

3Papers in Journals

M. Sousa, T. Saraiva, L. Mata, M. Cilínio, P. Vieira, NEXA-NET: Advancing Knowledge-Driven Autonomy in AI-Native 6G and Beyond Wireless Networks, IEEE Wireless Communications, Vol., No., pp. 1 - 10, 2026 | BibTex
M. Cilínio, T. Saraiva, M. Sousa, P. Vieira, A. J. Rodrigues, An Adaptive Framework for Collective Anomaly Detection in Key Performance Indicators From Mobile Networks, IEEE Access, Vol. 13, No., pp. 105828 - 105849, June, 2025 | BibTex
Alves P. Alves, T. Saraiva, Barandas M. Barandas, DD Duarte, Moreira D. Moreira, R.S. Santos, H. Gamboa, P. Vieira, A Novel Approach for User Equipment Indoor/Outdoor Classification in Mobile Networks, IEEE Access, Vol. 9, No. 1, pp. 162671 - 162686, November, 2021 | Full text (PDF 4 MBs) | BibTex

5Papers in Conferences

M. Sousa, M. Cilínio, T. Saraiva, L. Mata, P. Vieira, COOPER: An Open Dataset of Synthetic Mobile Network Performance Indicators for Reproducible Research, IEEE International conference on Telecommunications ICT, Thessaloniki, Greece, Vol., pp. -, May, 2026 | BibTex
T. Saraiva, M. Sousa, P. Vieira, A. J. Rodrigues, Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications, IEEE Wireless Communications and Networking Conference WCNC, Milan, Italy, Vol., pp. -, March, 2025 | BibTex
T. Saraiva, DD Duarte, L. Mata, P. Vieira, A Smart Trouble Ticket Management Approach for Mobile Networks Using Unsupervised Learning, Wireless Personal Multimedia Communications Symp. - WPMC, Tampa, United States, Vol., pp. -, November, 2023 | BibTex
C. Amaro, T. Saraiva, DD Duarte, P. Vieira, M.P. Queluz, A. J. Rodrigues, Developing a New Simulation and Visualization Platform for Researching Aspects of Mobile Network Performance, Wireless Personal Multimedia Communications Symp. - WPMC, Conference online, December, 2021 | BibTex
T. Saraiva, DD Duarte, P. Vieira, I. Pinto, An Improved BBU/RRU Energy Consumption Predictor for 4G and Legacy Mobile Networks using Mixed Statistical Models, IEEE International Conference on Wireless and Mobile Computing, Networking and Communications WiMob, Hawaii Big Island, United States, February, 2020 | BibTex

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):