Roberta Siciliano

29 papers B 4Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis.
CoRR
Giulia Vannucci, Roberta Siciliano, Andrea Saltelli
2024 J jnl
Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture.
Ecol. Informatics
Antonio Nappa, Marco Quartulli, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Michele Staiano, Roberta Siciliano
2021 J jnl
Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions.
J. Classif.
Antonio D'Ambrosio, Sonia Amodio, Carmela Iorio, Giuseppe Pandolfo, Roberta Siciliano
2020 J jnl
Fuzzy logic aggregation of crisp data partitions as learning analytics in triage decisions.
Expert Syst. Appl.
Giuseppe Pandolfo, Antonio D'Ambrosio, Lorella Cannavacciuolo, Roberta Siciliano
2020 B conf
MIDA: a Web Tool for MIssing DAta Imputation based on a Boosted and Incremental Learning Algorithm.
FUZZ-IEEE
Giovanni Acampora, Autilia Vitiello, Roberta Siciliano
2020 J jnl
Robust mean-variance portfolio through the weighted L
Ann. Oper. Res.
Giuseppe Pandolfo, Carmela Iorio, Roberta Siciliano, Antonio D'Ambrosio
2019 J jnl
Informative trees by visual pruning.
Expert Syst. Appl.
Carmela Iorio, Massimo Aria, Antonio D'Ambrosio, Roberta Siciliano
2019 J jnl
Median constrained bucket order rank aggregation.
Comput. Stat.
Antonio D'Ambrosio, Carmela Iorio, Michele Staiano, Roberta Siciliano
2019 B conf
VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016.
FUZZ-IEEE
Giovanni Acampora, Jesús Alcalá-Fdez, Roberta Siciliano, José M. Soto-Hidalgo, Autilia Vitiello
2018 J jnl
A P-spline based clustering approach for portfolio selection.
Expert Syst. Appl.
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano
2017 J jnl
A differential evolution algorithm for finding the median ranking under the Kemeny axiomatic approach.
Comput. Oper. Res.
Antonio D'Ambrosio, Giulio Mazzeo, Carmela Iorio, Roberta Siciliano
2017 J jnl
Analysis of Web Visit Histories, Part II: Predicting Navigation by Nested STUMP Regression Trees.
J. Classif.
Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio
2017 J jnl
Regression trees for multivalued numerical response variables.
Expert Syst. Appl.
Antonio D'Ambrosio, Massimo Aria, Carmela Iorio, Roberta Siciliano
2016 J jnl
Accurate algorithms for identifying the median ranking when dealing with weak and partial rankings under the Kemeny axiomatic approach.
Eur. J. Oper. Res.
Sonia Amodio, Antonio D'Ambrosio, Roberta Siciliano
2016 J jnl
Analysis of Web Visit Histories, Part I: Distance-Based Visualization of Sequence Rules.
J. Classif.
Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio
2016 J jnl
Parsimonious time series clustering using P-splines.
Expert Syst. Appl.
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano
2012 J jnl
Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm.
J. Classif.
Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano
2009 — ch.
Decision Tree Induction.
Encyclopedia of Data Warehousing and Mining
Roberta Siciliano, Claudio Conversano
2009 J jnl
Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering.
J. Classif.
Claudio Conversano, Roberta Siciliano
2009 — ch.
Statistical Data Editing.
Encyclopedia of Data Warehousing and Mining
Claudio Conversano, Roberta Siciliano
2007 B conf
Conditional Classification Trees Using Instrumental Variables.
IDA
Valerio A. Tutore, Roberta Siciliano, Massimo Aria
2007 B conf
Robust Tree-Based Incremental Imputation Method for Data Fusion.
IDA
Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano
2002 — conf
Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining.
Multiple Classifier Systems
Francesco Mola, Roberta Siciliano
2002 — conf
Growing and Visualizing Prediction Paths Trees in Market Basket Analysis.
COMPSTAT
Massimo Aria, Francesco Mola, Roberta Siciliano
2001 J jnl
Partitioning Algorithms and Combined Model Integration for Data Mining.
Comput. Stat.
Claudio Conversano, Francesco Mola, Roberta Siciliano
2000 — conf
Supervised Classifier Combination through Generalized Additive Multi-model.
Multiple Classifier Systems
Claudio Conversano, Roberta Siciliano, Francesco Mola
1998 — conf
An Alternative Pruning Method Based on the Impurity-Complexity Measure.
COMPSTAT
Carmela Cappelli, Francesco Mola, Roberta Siciliano
1998 — conf
Exploratory Versus Decision Trees.
COMPSTAT
Roberta Siciliano
1997 J jnl
A fast splitting procedure for classification trees.
Stat. Comput.
Francesco Mola, Roberta Siciliano