Projects per year
Personal profile
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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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 3 Finished
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SaTC: CORE: Small: Wireless Hardware Analog Encryption for Secure, Ultra Low Power Transmission ofData
Materassi, D. (PI)
THE NATIONAL SCIENCE FOUNDATION
8/1/19 → 7/31/23
Project: Research project
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Rapidly Viable and Sustained Grid Ancillary Services
Materassi, D. (PI) & Salapaka, M. V. (Prior Principal Investigator)
USDOE Advanced Research Projects Agency
7/1/19 → 5/30/23
Project: Research project
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CAREER: Design of in-line controllers for continuously operating networks with structural uncertainties
Materassi, D. (PI)
THE NATIONAL SCIENCE FOUNDATION
6/6/19 → 7/31/22
Project: Research project
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Characterization of minimal network structures modeling stochastic processes
Biparva, D. & Materassi, D., Jul 1 2024, In: IFAC-PapersOnLine. 58, 15, p. 390-395 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Explainable AI: motivations and connections with system identification
Warnick, S., Materassi, D., Vemuru, K., Vatan, F., Petrillo, P. L., Kamara, A. & Henz, B., Jul 1 2024, In: IFAC-PapersOnLine. 58, 15, p. 502-507 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Explaining complex systems: a tutorial on transparency and interpretability in machine learning models (part II)
Materassi, D., Warnick, S., Rojas, C., Schoukens, M. & Cross, E., Jul 1 2024, In: IFAC-PapersOnLine. 58, 15, p. 497-501 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Explaining complex systems: a tutorial on transparency and interpretability in machine learning models (part I)
Materassi, D., Warnick, S., Rojas, C., Schoukens, M. & Cross, E., Jul 1 2024, In: IFAC-PapersOnLine. 58, 15, p. 492-496 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach
Biparva, D. & Materassi, D., 2024, In: Proceedings of Machine Learning Research. 235, p. 4027-4045 19 p.Research output: Contribution to journal › Conference article › peer-review