Pasquale Dolce

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Principal Component Analysis

Partial Least Squares

Acute Coronary Syndrome

Top Venues

Adv. Data Anal. Classif.

Publications

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)
Pasquale Dolce, Cristina Davino, Domenico Vistocco
Quantile composite-based path modeling: algorithms, properties and applications. Adv. Data Anal. Classif. 16 (4) (2022)
Mohamed Hanafi, Zouhair El Hadri, Abderrahim Sahli, Pasquale Dolce
Overcoming convergence problems in PLS path modelling. Comput. Stat. 37 (5) (2022)
Monica Casella, Pasquale Dolce, Michela Ponticorvo, Davide Marocco
From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models. MetroXRAINE (2022)
Mohamed Hanafi, Pasquale Dolce, Zouhair El Hadri
Generalized properties for Hanafi-Wold's procedure in partial least squares path modeling. Comput. Stat. 36 (1) (2021)
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)
Vania Costa, Martina Messina, Mario Bottone, Raffaele Sperandeo, Anna Esposito, Nelson Mauro Maldonato, Valeria Cioffi, Giuseppina di Ronza, Daniela Iennaco, Pasquale Dolce, Enrico Moretto
A deep learning algorithm to prevent burnout risk in Family Caregivers of patients undergoing dialysis treatment. CogInfoCom (2018)
Pasquale Dolce, Vincenzo Esposito Vinzi, Carlo Lauro
Non-symmetrical composite-based path modeling. Adv. Data Anal. Classif. 12 (3) (2018)
Daniela Iennaco, Martina Messina, Enrico Moretto, Silvia Dell'Orco, Vania Costa, Raffaele Sperandeo, Valeria Cioffi, Anna Esposito, Nelson Mauro Maldonato, Pasquale Dolce, Gaetano Buonocore
Decision-making Styles and Personality Traits : A pilot study on the predictive capacity of the TCI regarding the quality of the decision. CogInfoCom (2018)