[HTML][HTML] Informative trees by visual pruning

C Iorio, M Aria, A D'Ambrosio, R Siciliano - Expert Systems with …, 2019 - Elsevier
The aim of this study is to provide visual pruning and decision tree selection for classification
and regression trees. Specifically, we introduce an unedited tree graph to be made …

Robust tree-based incremental imputation method for data fusion

A D'Ambrosio, M Aria, R Siciliano - … in Intelligent Data Analysis VII: 7th …, 2007 - Springer
Abstract Data Fusion and Data Grafting are concerned with combining files and information
coming from different sources. The problem is not to extract data from a single database, but …

Conditional classification trees using instrumental variables

VA Tutore, R Siciliano, M Aria - Advances in Intelligent Data Analysis VII …, 2007 - Springer
The framework of this paper is supervised learning using classification trees. Two types of
variables play a role in the definition of the classification rule, namely a response variable …

Dynamic recursive tree-based partitioning for malignant melanoma identification in skin lesion dermoscopic images

M Aria, A D'Ambrosio, C Iorio, R Siciliano, V Cozza - Statistical papers, 2020 - Springer
In this paper, multivalued data or multiple values variables are defined. They are typical
when there is some intrinsic uncertainty in data production, as the result of imprecise …

Regression trees with moderating effects

G Giordano, M Aria - New Perspectives in Statistical Modeling and Data …, 2011 - Springer
This paper proposes a regression tree methodology that considers the relationships among
variables belonging to different levels of a data matrix which is characterized by a …

Statistical Methods for User Profiling in Web Usage Mining

M Pecoraro - Handbook of Research on Text and Web Mining …, 2009 - igi-global.com
This chapter aims at providing an overview about the use of statistical methods supporting
the Web Usage Mining. Within the first part is described the framework of the Web Usage …

[PDF][PDF] 3Way trees

R Siciliano, VA Tutore, M Aria - Classification and Data Analysis, 2007 - researchgate.net
This paper provides a tree-based methodology to deal with three-way data sets. The aim is
to partition cases on the basis of a set of attributes measured in various situations. A …

Dynamic recursive tree-based partitioning for malignant melanoma identification in skin lesion dermoscopic images

R Siciliano, M Aria, A D'Ambrosio, V Cozza - arxiv preprint arxiv …, 2016 - arxiv.org
In this paper, multivalued data or multiple values variables are defined. They are typical
when there is some intrinsic uncertainty in data production, as the result of imprecise …

[PDF][PDF] STAD Research Report 01/2016

R Siciliano, M Aria, A D'Ambrosio… - arxiv preprint arxiv …, 2016 - academia.edu
In this paper, multivalued data or multiple values variables are defined. They are typical
when there is some intrinsic uncertainty in data production, as the result of imprecise …

Le leve discriminanti della soddisfazione: il caso SEPSA

M Aria, S Gallo, F Murolo, R Siciliano - RIVISTA DI ECONOMIA E …, 2008 - francoangeli.it
The discriminant levers of customer satisfaction: the Sepsa case ABSTRACT: The
discriminant levers of customer satisfaction: the Sepsa case Objectives The modern …