Personal profile
External positions
Support the R&D activities of the institute in the area of Big Data (Institute of Information Systems and Networking (ISIN))
1 Aug 2023 → 31 Dec 2034
Project Reviewer (European Factory Foundation)
1 Feb 2021 → 31 Mar 2021
Keywords
- Fin-tech
- eCommerce
- predictive analytics
- Service Oriented Architecture
- Business Processes
- Artificial Intelligence
- Cloud Computing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Generative explainability for next-generation networks: LLM-augmented XAI with mutual feature interactions
Rezaei, K., Ayoub, O., Troia, S., Lelli, F., Monti, P. & Natalino, C., 20 Oct 2025, 21st International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). Marrakech: IEEE, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile4 Downloads (Pure) -
Natural Language Interpretability for ML-Based QoT Estimation via Large Language Models
Ayoub, O., Natalino, C., Troia, S., Rottondi, C., Andreoletti, D., Lelli, F., Giordano, S. & Monti, P., 6 Jul 2025, 25th Anniversary International Conference on Transparent Optical Networks (ICTON 2025)). Barcelona: IEEE, 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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A Dataset Containing S&P500 Information Security Breaches and Related Financial Firm Performances
Voermans, N. & Lelli, F., Jun 2024, Preprints.org.Research output: Working paper › Other research output
Open Access -
A dataset for studying the relationship between human and smart devices
Lelli, F. & Toivonen, H., 11 Apr 2024, In: Data. 9, 4, 56.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
An extended approach to impact assessment in the Horizon 2020 digital manufacturing domain
Fair, N., Modafferi, S., Gray, B., Chan, J. & Lelli, F., 2024, In: Open Research Europe. 4, 9.Research output: Contribution to journal › Article › Scientific
Open Access
Projects
Datasets
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Dataset supporting the publication 'An Extended Approach to Impact Assessment in the Horizon2020 Digital Manufacturing Domain'
Fair, N. (Creator), Modafferi, S. (Creator), Gray, B. (Creator), Chan, J. (Creator) & Lelli, F. (Creator), University of Southampton, 30 Aug 2023
DOI: 10.5258/SOTON/D2629, https://eprints.soton.ac.uk/481484/
Dataset
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A dataset containing S information security breaches and related financial firm performances
Voermans, N. (Creator) & Lelli, F. (Creator), DataverseNL, 2 Jul 2024
DOI: 10.34894/z2idyz, https://dataverse.nl/citation?persistentId=doi:10.34894/Z2IDYZ
Dataset
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Stock Values and Earnings Call Transcripts: a Sentiment Analysis Dataset
Roozen, D. (Creator) & Lelli, F. (Creator), DataverseNL, 9 Mar 2021
DOI: 10.34894/tje0d0, https://doi.org/10.34894%2Ftje0d0
Dataset
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A dataset containing job descriptions suitable for NLP and NN processing
Pluijmaekers, P. (Creator) & Lelli, F. (Creator), DataverseNL, 13 Sept 2022
DOI: 10.34894/7gbrie, https://dataverse.nl/citation?persistentId=doi:10.34894/7GBRIE
Dataset
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A dataset containing tweets and their meta data for understanding social media conversations around movies during their release
Michielsen, J. (Creator) & Lelli, F. (Creator), DataverseNL, 13 Sept 2022
DOI: 10.34894/6weaur, https://dataverse.nl/citation?persistentId=doi:10.34894/6WEAUR
Dataset