Monica Casella

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Dimensionality Reduction

Mathematics Learning

Principal Component Analysis

Top Venues

Publications

Antonietta Argiuolo, Federica Somma, Monica Casella, Onofrio Gigliotta, Michela Ponticorvo
Putting the Pieces Together: Exploring the Dimensionality of Enhanced Baking Tray Task Indexes in School-Aged Children. MetroXRAINE (2023)
Monica Casella, Pasquale Dolce, Raffaella Esposito, Maria Luongo, Davide Marocco, Nicola Milano, Michela Ponticorvo, Roberta Simeoli
Exploring Psychological Data by Integrating Explanatory and Predictive Approaches through Artificial Neural Networks: A Brief Overview of Current Applications. Ital-IA (2023)
Raffaella Esposito, Monica Casella, Nicola Milano, Davide Marocco
Autoencoders as a Tool to Detect Nonlinear Relationships in Latent Variables Models. MetroXRAINE (2023)
Monica Casella, Pasquale Dolce, Michela Ponticorvo, Davide Marocco
From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models. MetroXRAINE (2022)
Monica Casella, Pasquale Dolce, Michela Ponticorvo, Davide Marocco
Autoencoders as an alternative approach to principal component analysis for dimensionality reduction. An application on simulated data from psychometric models. PSYCHOBIT (2021)