Roberta Siciliano

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 16

Top Topics

Incremental Learning Algorithm

Fuzzy Partitions

Partial Rankings

Top Venues

Expert Syst. Appl.

Ann. Oper. Res.

Publications

Antonio Nappa, Marco Quartulli, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Michele Staiano, Roberta Siciliano
Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture. Ecol. Informatics 82 (2024)
Giulia Vannucci, Roberta Siciliano, Andrea Saltelli
Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis. CoRR (2024)
Antonio D'Ambrosio, Sonia Amodio, Carmela Iorio, Giuseppe Pandolfo, Roberta Siciliano
Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions. J. Classif. 38 (1) (2021)
Giovanni Acampora, Autilia Vitiello, Roberta Siciliano
MIDA: a Web Tool for MIssing DAta Imputation based on a Boosted and Incremental Learning Algorithm. FUZZ-IEEE (2020)
Giuseppe Pandolfo, Antonio D'Ambrosio, Lorella Cannavacciuolo, Roberta Siciliano
Fuzzy logic aggregation of crisp data partitions as learning analytics in triage decisions. Expert Syst. Appl. 158 (2020)
Giuseppe Pandolfo, Carmela Iorio, Roberta Siciliano, Antonio D'Ambrosio
depth function. Ann. Oper. Res. 292 (1) (2020)
Antonio D'Ambrosio, Carmela Iorio, Michele Staiano, Roberta Siciliano
Median constrained bucket order rank aggregation. Comput. Stat. 34 (2) (2019)
Giovanni Acampora, Jesús Alcalá-Fdez, Roberta Siciliano, José M. Soto-Hidalgo, Autilia Vitiello
VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016. FUZZ-IEEE (2019)
Carmela Iorio, Massimo Aria, Antonio D'Ambrosio, Roberta Siciliano
Informative trees by visual pruning. Expert Syst. Appl. 127 (2019)
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano
A P-spline based clustering approach for portfolio selection. Expert Syst. Appl. 95 (2018)
Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio
Analysis of Web Visit Histories, Part II: Predicting Navigation by Nested STUMP Regression Trees. J. Classif. 34 (3) (2017)
Antonio D'Ambrosio, Giulio Mazzeo, Carmela Iorio, Roberta Siciliano
A differential evolution algorithm for finding the median ranking under the Kemeny axiomatic approach. Comput. Oper. Res. 82 (2017)
Antonio D'Ambrosio, Massimo Aria, Carmela Iorio, Roberta Siciliano
Regression trees for multivalued numerical response variables. Expert Syst. Appl. 69 (2017)
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano
Parsimonious time series clustering using P-splines. Expert Syst. Appl. 52 (2016)
Sonia Amodio, Antonio D'Ambrosio, Roberta Siciliano
Accurate algorithms for identifying the median ranking when dealing with weak and partial rankings under the Kemeny axiomatic approach. Eur. J. Oper. Res. 249 (2) (2016)
Roberta Siciliano, Antonio D'Ambrosio, Massimo Aria, Sonia Amodio
Analysis of Web Visit Histories, Part I: Distance-Based Visualization of Sequence Rules. J. Classif. 33 (2) (2016)
Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano
Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm. J. Classif. 29 (2) (2012)
Claudio Conversano, Roberta Siciliano
Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering. J. Classif. 26 (3) (2009)
Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano
Robust Tree-Based Incremental Imputation Method for Data Fusion. IDA (2007)
Valerio A. Tutore, Roberta Siciliano, Massimo Aria
Conditional Classification Trees Using Instrumental Variables. IDA (2007)
Massimo Aria, Francesco Mola, Roberta Siciliano
Growing and Visualizing Prediction Paths Trees in Market Basket Analysis. COMPSTAT (2002)
Francesco Mola, Roberta Siciliano
Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining. Multiple Classifier Systems (2002)
Claudio Conversano, Francesco Mola, Roberta Siciliano
Partitioning Algorithms and Combined Model Integration for Data Mining. Comput. Stat. 16 (3) (2001)
Claudio Conversano, Roberta Siciliano, Francesco Mola
Supervised Classifier Combination through Generalized Additive Multi-model. Multiple Classifier Systems (2000)
Carmela Cappelli, Francesco Mola, Roberta Siciliano
An Alternative Pruning Method Based on the Impurity-Complexity Measure. COMPSTAT (1998)
Roberta Siciliano
Exploratory Versus Decision Trees. COMPSTAT (1998)
Francesco Mola, Roberta Siciliano
A fast splitting procedure for classification trees. Stat. Comput. 7 (3) (1997)