Robust Tree-Based Incremental Imputation Method for Data Fusion. - Antonio D'Ambrosio; Massimo Aria; Roberta Siciliano (IDA, 2007)

Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm. - Antonio D'Ambrosio; Massimo Aria; Roberta Siciliano (J. Classif., 2012)

Clustering and Prediction of Rankings Within a Kemeny Distance Framework. - Willem J. Heiser; Antonio D'Ambrosio (Algorithms from and for Nature and Life, 2013)

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)

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)

Parsimonious time series clustering using P-splines. - Carmela Iorio; Gianluca Frasso; Antonio D'Ambrosio; Roberta Siciliano (Expert Syst. Appl., 2016)

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)

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)

Regression trees for multivalued numerical response variables. - Antonio D'Ambrosio; Massimo Aria; Carmela Iorio; Roberta Siciliano (Expert Syst. Appl., 2017)

A P-spline based clustering approach for portfolio selection. - Carmela Iorio; Gianluca Frasso; Antonio D'Ambrosio; Roberta Siciliano (Expert Syst. Appl., 2018)

Median constrained bucket order rank aggregation. - Antonio D'Ambrosio; Carmela Iorio; Michele Staiano; Roberta Siciliano (Comput. Stat., 2019)

Informative trees by visual pruning. - Carmela Iorio; Massimo Aria; Antonio D'Ambrosio; Roberta Siciliano (Expert Syst. Appl., 2019)

Robust mean-variance portfolio through the weighted Lp depth function. - Giuseppe Pandolfo; Carmela Iorio; Roberta Siciliano; Antonio D'Ambrosio (Ann. Oper. Res., 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)

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)

Depth-based classification of directional data. - Giuseppe Pandolfo; Antonio D'Ambrosio (Expert Syst. Appl., 2021)

Clustering directional data through depth functions. - Giuseppe Pandolfo; Antonio D'Ambrosio (Comput. Stat., 2023)

Copula-Based Non-Metric Unfolding on Augmented Data Matrix. - Marta Nai Ruscone; Daniel Fernández; Antonio D'Ambrosio (J. Classif., 2024)