Laura Nenzi

Orcid: 0000-0003-2263-9342

Affiliations:
  • University of Trieste, Italy


According to our database1, Laura Nenzi authored at least 36 papers between 2013 and 2024.

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Bibliography

2024
ECATS: Explainable-by-Design Concept-Based Anomaly Detection for Time Series.
Proceedings of the Neural-Symbolic Learning and Reasoning - 18th International Conference, 2024

Is Machine Learning Model Checking Privacy Preserving?
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems, 2024

Adaptable Configuration of Decentralized Monitors.
Proceedings of the Formal Techniques for Distributed Objects, Components, and Systems, 2024

stl2vec: Semantic and Interpretable Vector Representation of Temporal Logic.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
MoonLight: a lightweight tool for monitoring spatio-temporal properties.
Int. J. Softw. Tools Technol. Transf., August, 2023

Context, Composition, Automation, and Communication - The C2AC Roadmap for Modeling and Simulation.
CoRR, 2023

Learning Temporal Logic Formulas from Time-Series Data (Invited Talk).
Proceedings of the 30th International Symposium on Temporal Representation and Reasoning, 2023

Reliable and Explainable AI in Trieste.
Proceedings of the Italia Intelligenza Artificiale, 2023

2022
A Logic for Monitoring Dynamic Networks of Spatially-distributed Cyber-Physical Systems.
Log. Methods Comput. Sci., 2022

Learning Model Checking and the Kernel Trick for Signal Temporal Logic on Stochastic Processes.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2022

WebMonitor: Verification of Web User Interfaces.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems.
Proceedings of the Genetic Programming - 25th European Conference, 2022

2021
Posterior predictive model assessment using formal methods in a spatio-temporal mode.
CoRR, 2021

MoonLight: A Lightweight Tool for Monitoring Spatio-Temporal Properties.
CoRR, 2021

Online monitoring of spatio-temporal properties for imprecise signals.
Proceedings of the MEMOCODE '21: 19th ACM-IEEE International Conference on Formal Methods and Models for System Design, Virtual Event, China, November 20, 2021

Mining Interpretable Spatio-Temporal Logic Properties for Spatially Distributed Systems.
Proceedings of the Automated Technology for Verification and Analysis, 2021

2020
Monitoring Spatio-Temporal Properties (Invited Tutorial).
Proceedings of the Runtime Verification - 20th International Conference, 2020

A kernel function for Signal Temporal Logic formulae.
Proceedings of the 2nd Workshop on Artificial Intelligence and Formal Verification, 2020

2019
Analysis of Spatio-temporal Properties of Stochastic Systems Using TSTL.
ACM Trans. Model. Comput. Simul., 2019

Inferring analyzable models from trajectories of spatially-distributed internet of things.
Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2019

Modelling and analysing resilient cyber-physical systems.
Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2019

A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors.
Proceedings of the Computational Methods in Systems Biology, 2019

2018
Qualitative and Quantitative Monitoring of Spatio-Temporal Properties with SSTL.
Log. Methods Comput. Sci., 2018

Model checking Markov population models by stochastic approximations.
Inf. Comput., 2018

A Robust Genetic Algorithm for Learning Temporal Specifications from Data.
Proceedings of the Quantitative Evaluation of Systems - 15th International Conference, 2018

Signal Convolution Logic.
Proceedings of the Automated Technology for Verification and Analysis, 2018

2017
Automatic verification of reliability requirements of spatio-temporal analysis using Three-Valued Spatio-Temporal Logic.
Proceedings of the 11th EAI International Conference on Performance Evaluation Methodologies and Tools, 2017

Three-Valued Spatio-Temporal Logic: A Further Analysis on Spatio-Temporal Properties of Stochastic Systems.
Proceedings of the Quantitative Evaluation of Systems - 14th International Conference, 2017

Monitoring mobile and spatially distributed cyber-physical systems.
Proceedings of the 15th ACM-IEEE International Conference on Formal Methods and Models for System Design, 2017

2016
jSSTL - A Tool to Monitor Spatio-Temporal Properties.
Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

2015
System design of stochastic models using robustness of temporal properties.
Theor. Comput. Sci., 2015

Qualitative and Quantitative Monitoring of Spatio-Temporal Properties.
Proceedings of the Runtime Verification - 6th International Conference, 2015

Studying Emergent Behaviours in Morphogenesis Using Signal Spatio-Temporal Logic.
Proceedings of the Hybrid Systems Biology - Fourth International Workshop, 2015

2014
Specifying and Monitoring Properties of Stochastic Spatio-Temporal Systems in Signal Temporal Logic.
Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools, 2014

2013
On the Robustness of Temporal Properties for Stochastic Models.
Proceedings of the Proceedings Second International Workshop on Hybrid Systems and Biology, 2013

A Temporal Logic Approach to Modular Design of Synthetic Biological Circuits.
Proceedings of the Computational Methods in Systems Biology, 2013


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