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 (PSYCHOBIT, 2021)

From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models. - Monica Casella; Pasquale Dolce; Michela Ponticorvo; Davide Marocco (MetroXRAINE, 2022)

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 (Ital-IA, 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 (MetroXRAINE, 2023)

Autoencoders as a Tool to Detect Nonlinear Relationships in Latent Variables Models. - Raffaella Esposito; Monica Casella; Nicola Milano; Davide Marocco (MetroXRAINE, 2023)

Not Only ChatGPT: Educational Approaches for Embodied Artificial Intelligence (full paper). - Monica Casella; Clara Nobile; Raffaella Esposito; Maria Luongo; Alessio Manfredini; Nicola Milano; Onofrio Gigliotta; Davide Marocco; Michela Ponticorvo (edu4AI@AI*IA, 2024)

LLM embeddings on test items predict post hoc loadings in personality tests. - Monica Casella; Maria Luongo; Davide Marocco; Nicola Milano; Michela Ponticorvo (Ital-IA, 2024)

Analyzing the Impact of Questionnaire Length on Respondent Burden Through Biosensors. - Monica Casella; Francesca Borghesi; Pietro Cipresso; Davide Marocco (MetroXRAINE, 2024)

Modeling Nonlinear Relationships in Psychometric Data Using Variational Autoencoders: Insights from Simulated Data. - Monica Casella; Nicola Milano; Raffaella Esposito; Davide Marocco (MetroXRAINE, 2024)

All Digital Academy Project: Upskilling Adult Educators on Key Digital Emerging Technologies. - Alessio Manfredini; Monica Casella; Raffaella Esposito; Davide Marocco (MetroXRAINE, 2024)