Roberta Siciliano

According to our database, Roberta Siciliano authored at least 27 papers between 1997 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions.

Antonio D'Ambrosio, Sonia Amodio, Carmela Iorio, Giuseppe Pandolfo, Roberta Siciliano

J. Classif., 2021

2020

Fuzzy logic aggregation of crisp data partitions as learning analytics in triage decisions.

Giuseppe Pandolfo, Antonio D'Ambrosio, Lorella Cannavacciuolo, Roberta Siciliano

Expert Syst. Appl., 2020

Robust mean-variance portfolio through the weighted L^p depth function.

Giuseppe Pandolfo, Carmela Iorio, Roberta Siciliano, Antonio D'Ambrosio

Ann. Oper. Res., 2020

MIDA: a Web Tool for MIssing DAta Imputation based on a Boosted and Incremental Learning Algorithm.

Giovanni Acampora, Autilia Vitiello, Roberta Siciliano

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Informative trees by visual pruning.

Carmela Iorio, Massimo Aria, Antonio D'Ambrosio, Roberta Siciliano

Expert Syst. Appl., 2019

Median constrained bucket order rank aggregation.

Antonio D'Ambrosio, Carmela Iorio, Michele Staiano, Roberta Siciliano

Comput. Stat., 2019

VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016.

Giovanni Acampora, Jesús Alcalá-Fdez, Roberta Siciliano, José M. Soto-Hidalgo, Autilia Vitiello

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

A P-spline based clustering approach for portfolio selection.

Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano

Expert Syst. Appl., 2018

2017

Regression trees for multivalued numerical response variables.

Antonio D'Ambrosio, Massimo Aria, Carmela Iorio, Roberta Siciliano

Expert Syst. Appl., 2017

A differential evolution algorithm for finding the median ranking under the Kemeny axiomatic approach.

Antonio D'Ambrosio, Giulio Mazzeo, Carmela Iorio, Roberta Siciliano

Comput. Oper. Res., 2017

Analysis of Web Visit Histories, Part II: Predicting Navigation by Nested STUMP Regression Trees.

Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio

J. Classif., 2017

2016

Parsimonious time series clustering using P-splines.

Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano

Expert Syst. Appl., 2016

Accurate algorithms for identifying the median ranking when dealing with weak and partial rankings under the Kemeny axiomatic approach.

Sonia Amodio, Antonio D'Ambrosio, Roberta Siciliano

Eur. J. Oper. Res., 2016

Analysis of Web Visit Histories, Part I: Distance-Based Visualization of Sequence Rules.

Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio

J. Classif., 2016

2012

Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm.

Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano

J. Classif., 2012

2009

Decision Tree Induction.

Roberta Siciliano, Claudio Conversano

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Statistical Data Editing.

Claudio Conversano, Roberta Siciliano

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering.

Claudio Conversano, Roberta Siciliano

J. Classif., 2009

2007

Conditional Classification Trees Using Instrumental Variables.

Valerio A. Tutore, Roberta Siciliano, Massimo Aria

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Robust Tree-Based Incremental Imputation Method for Data Fusion.

Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

2002

Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining.

Francesco Mola, Roberta Siciliano

Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Growing and Visualizing Prediction Paths Trees in Market Basket Analysis.

Massimo Aria, Francesco Mola, Roberta Siciliano

Proceedings of the COMPSTAT 2002, 2002

2001

Partitioning Algorithms and Combined Model Integration for Data Mining.

Claudio Conversano, Francesco Mola, Roberta Siciliano

Comput. Stat., 2001

2000

Supervised Classifier Combination through Generalized Additive Multi-model.

Claudio Conversano, Roberta Siciliano, Francesco Mola

Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

1998

Exploratory Versus Decision Trees.

Roberta Siciliano

Proceedings of the COMPSTAT 1998, 1998

An Alternative Pruning Method Based on the Impurity-Complexity Measure.

Carmela Cappelli, Francesco Mola, Roberta Siciliano

Proceedings of the COMPSTAT 1998, 1998

1997

A fast splitting procedure for classification trees.

Francesco Mola, Roberta Siciliano

Stat. Comput., 1997