Michela Quadrini

According to our database, Michela Quadrini authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stress detection with encoding physiological signals and convolutional neural network.

Michela Quadrini, Antonino Capuccio, Denise Falcone, Sebastian Daberdaku, Alessandro Blanda, Luca Bellanova, Gianluca Gerard

Mach. Learn., July, 2024

Sibilla: A tool for reasoning about collective systems.

Nicola Del Giudice, Lorenzo Matteucci, Michela Quadrini, Aniqa Rehman, Michele Loreti

Sci. Comput. Program., 2024

libmg: A Python library for programming graph neural networks in μG.

Matteo Belenchia, Flavio Corradini, Michela Quadrini, Michele Loreti

Sci. Comput. Program., 2024

The μG Language for Programming Graph Neural Networks.

Matteo Belenchia, Flavio Corradini, Michela Quadrini, Michele Loreti

CoRR, 2024

Reproducibility Report for the Paper: DRackSim: Simulating CXL-enabled Large-Scale Disaggregated Memory Systems.

Michela Quadrini

Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

Comparison of Machine Learning approaches for Stress Detection from Wearable Sensors Data.

Michela Quadrini, Denise Falcone, Gianluca Gerard

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Real-Time Intrusion Detection via Machine Learning Approaches.

Erik Murtaj, Michela Quadrini, Fausto Marcantoni, Michele Loreti, Hans Friedrich Witschel

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Monitoring Local and Global Properties of Collective Adaptive Systems.

Nicola Del Giudice, Michele Loreti, Michela Quadrini, Aniqa Rehman

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems, 2024

Encoding Methods Comparison for Stress Detection.

Marco Serenelli, Michela Quadrini, Maria Óskarsdóttir, Michele Loreti

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

Sleep Apnea Detection using Mel-spectrograms Snoring and Convolutional Neural Networks.

Michela Quadrini, Ereza Abdullah, Niccolò Francioni, Marco Quadrini, Matteo Scoccia, Michele Bellesi, Michele Loreti

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

A Spatial Logic for Simplicial Models.

Michele Loreti, Michela Quadrini

Log. Methods Comput. Sci., 2023

Implementing a CTL Model Checker with μ <i>G</i>, a Language for Programming Graph Neural Networks.

Matteo Belenchia, Flavio Corradini, Michela Quadrini, Michele Loreti

Proceedings of the Formal Techniques for Distributed Objects, Components, and Systems, 2023

2022

Automatic generation of pseudoknotted RNAs taxonomy.

Michela Quadrini, Luca Tesei, Emanuela Merelli

BMC Bioinform., July, 2022

Hierarchical representation for PPI sites prediction.

Michela Quadrini, Sebastian Daberdaku, Carlo Ferrari

BMC Bioinform., 2022

Stress Detection from Wearable Sensor Data Using Gramian Angular Fields and CNN.

Michela Quadrini, Sebastian Daberdaku, Alessandro Blanda, Antonino Capuccio, Luca Bellanova, Gianluca Gerard

Proceedings of the Discovery Science - 25th International Conference, 2022

2021

Structural relation matching: an algorithm to identify structural patterns into RNAs and their interactions.

Michela Quadrini

J. Integr. Bioinform., 2021

A Spatial Logic for a Simplicial Complex Model.

Michele Loreti, Michela Quadrini

CoRR, 2021

ProSPs: Protein Sites Prediction Based on Sequence Fragments.

Michela Quadrini, Massimo Cavallin, Sebastian Daberdaku, Carlo Ferrari

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

ASPRAlign: a tool for the alignment of RNA secondary structures with arbitrary pseudoknots.

Michela Quadrini, Luca Tesei, Emanuela Merelli

Bioinform., 2020

Searching RNA Substructures with Arbitrary Pseudoknots.

Michela Quadrini

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020

Hierarchical Representation and Graph Convolutional Networks for the Prediction of Protein-Protein Interaction Sites.

Michela Quadrini, Sebastian Daberdaku, Carlo Ferrari

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

An algebraic language for RNA pseudoknots comparison.

Michela Quadrini, Luca Tesei, Emanuela Merelli

BMC Bioinform., 2019

Label Core for Understanding RNA Structure.

Michela Quadrini, Emanuela Merelli, Riccardo Piergallini

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

Loop Grammars to Identify RNA Structural Patterns.

Michela Quadrini, Emanuela Merelli, Riccardo Piergallini

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

An integral equation method for the numerical solution of the Burgers equation.

Nadaniela Egidi, Pierluigi Maponi, Michela Quadrini

Comput. Math. Appl., 2018

Loop-loop Interaction Metrics on RNA Secondary Structures with Pseudoknots.

Michela Quadrini, Emanuela Merelli

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

An algebraic representation for tree alignment of RNA pseudoknotted structures.

Michela Quadrini, Luca Tesei, Emanuela Merelli

PeerJ Prepr., 2017

Topological Classification of RNA Structures via Intersection Graph.

Michela Quadrini, Rosario Culmone, Emanuela Merelli

Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

2016

Survey of TOPDRIM Applications of Topological Data Analysis.

Emanuela Merelli, Matteo Rucco, Luca Tesei, Marco Piangerelli, Adane Letta Mamuye, Michela Quadrini

Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016

2014

AAL domain ontology for event-based human activity recognition.

Rosario Culmone, Marco Falcioni, Paolo Giuliodori, Emanuela Merelli, Alessandro Orrù, Michela Quadrini, Paolo Ciampolini, Ferdinando Grossi, Guido Matrella

Proceedings of the 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2014