Monica Casella

According to our database, Monica Casella authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Autoencoders as a Tool to Detect Nonlinear Relationships in Latent Variables Models.

Raffaella Esposito, Monica Casella, Nicola Milano, Davide Marocco

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Putting the Pieces Together: Exploring the Dimensionality of Enhanced Baking Tray Task Indexes in School-Aged Children.

Antonietta Argiuolo, Federica Somma, Monica Casella, Onofrio Gigliotta, Michela Ponticorvo

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Exploring Psychological Data by Integrating Explanatory and Predictive Approaches through Artificial Neural Networks: A Brief Overview of Current Applications.

Monica Casella, Pasquale Dolce, Raffaella Esposito, Maria Luongo, Davide Marocco, Nicola Milano, Michela Ponticorvo, Roberta Simeoli

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models.

Monica Casella, Pasquale Dolce, Michela Ponticorvo, Davide Marocco

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

2021

Autoencoders as an alternative approach to principal component analysis for dimensionality reduction. An application on simulated data from psychometric models.

Monica Casella, Pasquale Dolce, Michela Ponticorvo, Davide Marocco

Proceedings of the Third Symposium on Psychology-Based Technologies, 2021