Agostino Di Ciaccio | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Optimal coding of high-cardinality categorical data in machine learning	Statistical Models and Methods for Data Science	2023
Old and New Perspectives on Optimal Scaling	Analysis of Categorical Data from Historical Perspectives – Essays in Honour of Shizuhiko Nishisato	2023
Optimal Coding of Categorical Data in Machine Learning	Studies in Classification, Data Analysis and Knowledge Organization	2022
Multi-input deep Neural Networks to Estimate Population from Satellite Imagery	Abstracts of Conference of European Statistics Stakeholders 2022	2022
Prevalence and features of delirium in older patients admitted to rehabilitation facilities: a multicenter study	AGING CLINICAL AND EXPERIMENTAL RESEARCH	2022
Deep Learning to Jointly Analyze Images and Clinical Data for Disease Detection	Studies in Classification, Data Analysis, and Knowledge Organization	2021
Neural Networks for high cardinality categorical data	Cladag 2021, Book of Abstracts and Short Papers	2021
Deep learning to jointly analyze images and clinical data for disease detection	Studies in Classification, Data Analysis and Knowledge Organization	2020
Categorical Encoding for Machine Learning		2020
AI APPLICATIONS IN THE BUILDING PROCESS	The human dimension of building energy performance	2019
An application of deep learning to chest disease detection using images and clinical data	Statistical evaluation sistems at 360°: techniques, technologies and new frontiers.	2019
INSOLVENCY PREDICTION ANALYSIS OF ITALIAN SMALL FIRMS BY DEEP LEARNING	INTERNATIONAL JOURNAL OF DATA MINING AND KNOWLEDGE MANAGEMENT PROCESS	2019
CLASSIFY X-RAY IMAGES USING CONVOLUTIONAL NEURAL NETWORKS	CLADAG 2019 Book of Short Papers	2019
Insolvency prediction by deep learning	Statistics and Data Science - New developments for business and industrial applications	2018
The internship programme for EMOS students: a structured approach	New Techniques and Technologies for Statistics 2017	2017
Deep learning for supervised classification	RIVISTA ITALIANA DI ECONOMIA, DEMOGRAFIA E STATISTICA	2016
La statistica nell'era dei big-data		2016
Statistics in the Big Data era	RIVISTA ITALIANA DI ECONOMIA, DEMOGRAFIA E STATISTICA	2016
Ensemble Learning for Classification		2015
Missing data imputation by Multitree		2015