CASELLA, MONICA
CASELLA, MONICA
DIPARTIMENTO DI STUDI UMANISTICI
Autoencoders as an alternative approach to Principal Component Analysis for dimensionality reduction. An application on simulated data from psychometric models
2021 Casella, M.; Dolce, P.; Ponticorvo, M.; Marocco, D.
From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models
2022 Casella, M.; Dolce, P.; Ponticorvo, M.; Marocco, D.
Artificial Neural Networks for Short-Form Development of Psychometric Tests: A Study on Synthetic Populations Using Autoencoders
2024 Casella, Monica; Dolce, Pasquale; Ponticorvo, Michela; Milano, Nicola; Marocco, Davide
Exploring Psychological Data by Integrating Explanatory and Predictive Approaches through Artificial Neural Networks: A Brief Overview of Current Applications
2023 Casella, M.; Dolce, P.; Esposito, R.; Luongo, M.; Marocco, D.; Milano, N.; Ponticorvo, M.; Simeoli, R.
Autoencoders as a Tool to Detect Nonlinear Relationships in Latent Variables Models
2023 Esposito, R.; Casella, M.; Milano, N.; Marocco, D.
Putting the Pieces Together: Exploring the Dimensionality of Enhanced Baking Tray Task Indexes in School-Aged Children
2023 Argiuolo, A.; Somma, F.; Casella, M.; Gigliotta, O.; Ponticorvo, M.
Integrating Exploratory and Predictive Techniques in Short Form Development: Autoencoders Applications on Psychometric Data
2023 Casella, Monica; Dolce, Pasquale; Ponticorvo, Michela; Milano, Nicola; Marocco, Davide
Relatore con in contributo "Supporting learning processe through automatic, gamified and adaptive systems", evento conclusivo del progetto ALEAS, Adaptive Learning in Statistics "Aleas app training session in Italy"
2022 Marocco, Davide; Ponticorvo, Michela; Gigliotta, Onofrio; Dolce, Pasquale; Casella, Monica
Un’integrazione di metodi esplicativi e tecniche di intelligenza artificiale in ambito psicometrico per la riduzione della dimensionalità e lo sviluppo e la validazione di test
2022 Marocco, Davide; Ponticorvo, Michela; Gigliotta, Onofrio; Dolce, Pasquale; Casella, Monica
LLM embeddings on test items predict post hoc loadings in personality tests.
2024 Casella, Monica; Luongo, Maria; Marocco, Davide; Milano, Nicola; Ponticorvo, Michela
Exploring the Potential of Variational Autoencoders for Modeling Nonlinear Relationships in Psychological Data
2024 Milano, Nicola; Casella, Monica; Esposito, Raffaella; Marocco, Davide
Stay in MOOCs: strategies to prevent dropout integrating technologies and educational approaches
2024 Ponticorvo, M.; Casella, M.; Luongo, M.; Esposito, R.; Manfredini, A.; Dell’Aquila, E.