Roberto Rocchetta

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analysis of RUL dynamics and uncertainty via time transformation.
Reliab. Eng. Syst. Saf.
Pierre Dersin, Roberto Rocchetta
2026 J jnl
Nonlinear reconciliation: Error reduction theorems.
Trans. Mach. Learn. Res.
Lorenzo Nespoli, Anubhab Biswas, Roberto Rocchetta, Vasco Medici
2025 J jnl
Influence Learning in Complex Systems.
Trans. Mach. Learn. Res.
Elena Congeduti, Roberto Rocchetta, Frans A. Oliehoek
2024 J jnl
A Survey on Scenario Theory, Complexity, and Compression-Based Learning and Generalization.
IEEE Trans. Neural Networks Learn. Syst.
Roberto Rocchetta, Alexander Mey, Frans A. Oliehoek
2024 J jnl
Uncertainty analysis and interval prediction of LEDs lifetimes.
Reliab. Eng. Syst. Saf.
Roberto Rocchetta, Zhouzhao Zhan, Willem D. van Driel, Alessandro Di Bucchianico
2022 J jnl
A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds.
Eng. Appl. Artif. Intell.
Roberto Rocchetta, Qi Gao, Dimitrios Mavroeidis, Milan Petkovic
2021 J jnl
A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds.
Reliab. Eng. Syst. Saf.
Roberto Rocchetta, Luis G. Crespo
2021 — conf
Constructing Consonant Predictive Beliefs from Data with Scenario Theory.
ISIPTA
Marco de Angelis, Roberto Rocchetta, Ander Gray, Scott Ferson
2020 J jnl
A post-contingency power flow emulator for generalized probabilistic risks assessment of power grids.
Reliab. Eng. Syst. Saf.
Roberto Rocchetta, Edoardo Patelli
2020 J jnl
A scenario optimization approach to reliability-based design.
Reliab. Eng. Syst. Saf.
Roberto Rocchetta, Luis G. Crespo, Sean P. Kenny
2017 — conf
Stochastic analysis and reliability-cost optimization of distributed generators and air source heat pumps.
ICSRS
Roberto Rocchetta, Edoardo Patelli
2015 J jnl
Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions.
Reliab. Eng. Syst. Saf.
Roberto Rocchetta, Yanfu Li, Enrico Zio