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2020 – today
- 2024
[j17]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: 102723 (2024)- [i1]Giulia Vannucci, Roberta Siciliano, Andrea Saltelli:
Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis. CoRR abs/2407.14194 (2024) - 2021
- [j16]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): 112-128 (2021) - 2020
- [j15]Giuseppe Pandolfo, Carmela Iorio, Roberta Siciliano, Antonio D'Ambrosio:
Robust mean-variance portfolio through the weighted Lp depth function. Ann. Oper. Res. 292(1): 519-531 (2020) - [j14]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: 113512 (2020) - [c9]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: 1-6
2010 – 2019
- 2019
- [j13]Antonio D'Ambrosio, Carmela Iorio, Michele Staiano, Roberta Siciliano:
Median constrained bucket order rank aggregation. Comput. Stat. 34(2): 787-802 (2019) - [j12]Carmela Iorio, Massimo Aria, Antonio D'Ambrosio, Roberta Siciliano:
Informative trees by visual pruning. Expert Syst. Appl. 127: 228-240 (2019) - [c8]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: 1-6 - 2018
- [j11]Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano:
A P-spline based clustering approach for portfolio selection. Expert Syst. Appl. 95: 88-103 (2018) - 2017
- [j10]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): 473-493 (2017) - [j9]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: 126-138 (2017) - [j8]Antonio D'Ambrosio, Massimo Aria, Carmela Iorio, Roberta Siciliano:
Regression trees for multivalued numerical response variables. Expert Syst. Appl. 69: 21-28 (2017) - 2016
- [j7]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): 298-324 (2016) - [j6]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): 667-676 (2016) - [j5]Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio, Roberta Siciliano:
Parsimonious time series clustering using P-splines. Expert Syst. Appl. 52: 26-38 (2016) - 2012
- [j4]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): 227-258 (2012)
2000 – 2009
- 2009
- [j3]Claudio Conversano, Roberta Siciliano:
Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering. J. Classif. 26(3): 361-379 (2009) - [r2]Roberta Siciliano, Claudio Conversano:
Decision Tree Induction. Encyclopedia of Data Warehousing and Mining 2009: 624-630 - [r1]Claudio Conversano, Roberta Siciliano:
Statistical Data Editing. Encyclopedia of Data Warehousing and Mining 2009: 1835-1840 - 2007
- [c7]Valerio A. Tutore, Roberta Siciliano, Massimo Aria:
Conditional Classification Trees Using Instrumental Variables. IDA 2007: 163-173 - [c6]Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano:
Robust Tree-Based Incremental Imputation Method for Data Fusion. IDA 2007: 174-183 - 2002
- [c5]Massimo Aria, Francesco Mola, Roberta Siciliano:
Growing and Visualizing Prediction Paths Trees in Market Basket Analysis. COMPSTAT 2002: 377-382 - [c4]Francesco Mola, Roberta Siciliano:
Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining. Multiple Classifier Systems 2002: 118-126 - 2001
- [j2]Claudio Conversano, Francesco Mola, Roberta Siciliano:
Partitioning Algorithms and Combined Model Integration for Data Mining. Comput. Stat. 16(3): 323-339 (2001) - 2000
- [c3]Claudio Conversano, Roberta Siciliano, Francesco Mola:
Supervised Classifier Combination through Generalized Additive Multi-model. Multiple Classifier Systems 2000: 167-176
1990 – 1999
- 1998
- [c2]Roberta Siciliano:
Exploratory Versus Decision Trees. COMPSTAT 1998: 113-124 - [c1]Carmela Cappelli, Francesco Mola, Roberta Siciliano:
An Alternative Pruning Method Based on the Impurity-Complexity Measure. COMPSTAT 1998: 221-226 - 1997
- [j1]Francesco Mola, Roberta Siciliano:
A fast splitting procedure for classification trees. Stat. Comput. 7(3): 209-216 (1997)
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