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R

Roberta Siciliano

University of Naples Federico II

18H-index
138Paper Count
1.1KCitation Count
Published Papers 18
Publication Date
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Global sensitivity analysis in random forests: unveiling generative variable importance
errSTATISTICAL METHODS AND APPLICATIONS
IF0.8
err2026-03-01
err1
PREAI
errVannucci, Giulia; Siciliano, Roberta; Saltelli, Andrea
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Reduced rank regression for mixed predictor and response variables
errBRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY
IF1.8
err2026-02-01
err0
errOAAI
errDe Rooij, Mark; Cotugno, Lorenza; Siciliano, Roberta
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Predicting depression in Italy using random forest through the E2Tree methodology
errAnnals of Operations Research
IF4.5
err2025-07-25
err0
errOAAI
errMassimo Aria; Agostino Gnasso; Rebecca Rivieccio; Roberta Siciliano
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Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture
errECOLOGICAL INFORMATICS
IF7.3
err2024-09-01
err0
errOAAI
errNappa, A.; Quartulli, M.; Azpiroz, I.; Marchi, S.; Guidotti, D.; Staiano, M.; Siciliano, R.
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errSave
Platelet inhibition with orodispersible ticagrelor in acute coronary syndromes according to morphine use: the TASTER study final results
errEUROPEAN HEART JOURNAL-CARDIOVASCULAR PHARMACOTHERAPY
IF6.1
err2023-08-17
err4
PREAI
errParodi, Guido; Dossi, Filippo; Raccis, Mario; Talanas, Giuseppe; Mura, Enrico; Siciliano, Roberta; Guarino, Simona; Marini, Alessandro; Franca, Paolo; Saba, Pier Sergio; Sanna, Giuseppe D.; Canonico, Mario E.
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Fuzzy logic aggregation of crisp data partitions as learning analytics in triage decisions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-11-01
err4
PREAI
errPandolfo, Giuseppe; D'Ambrosio, Antonio; Cannavacciuolo, Lorella; Siciliano, Roberta
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The tug-of-war between coagulopathy and anticoagulant agents in patients with COVID-19
errEUROPEAN HEART JOURNAL-CARDIOVASCULAR PHARMACOTHERAPY
IF6.1
err2020-05-08
err19
errOAAI
errCanonico, Mario Enrico; Siciliano, Roberta; Scudiero, Fernando; Sanna, Giuseppe Damiano; Parodi, Guido
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Robust mean-variance portfolio through the weighted Lp depth function
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2019-11-23
err11
PREAI
errPandolfo, Giuseppe; Iorio, Carmela; Siciliano, Roberta; D'Ambrosio, Antonio
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errSave
Informative trees by visual pruning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-08-01
err12
errOAAI
errIorio, Carmela; Aria, Massimo; D'Ambrosio, Antonio; Siciliano, Roberta
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errSave
A P-spline based clustering approach for portfolio selection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2018-04-01
err39
PREAI
errIoria, Carmela; Frasso, Gianluca; D'Ambrosio, Antonio; Siciliano, Roberta
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Accuracy of Fine Needle Cytology in Histological Prediction of Papillary Thyroid Carcinoma Variants: a Prospective Study
errENDOCRINE PATHOLOGY
IF14.7
err2017-06-21
err4
PREAI
errCampanile, Anna Cipolletta; Malzone, Maria Gabriella; Losito, Nunzia Simona; Botti, Gerardo; Chiofalo, Maria Grazia; Faggiano, Antongiulio; Siciliano, Roberta; Colao, Annamaria; Pezzullo, Luciano; Fulciniti, Franco
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A differential evolution algorithm for finding the median ranking under the Kemeny axiomatic approach
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2017-06-01
err27
PREAI
errD'Ambrosio, Antonio; Mazzeo, Giulio; Iorio, Carmela; Siciliano, Roberta
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errSave
Regression trees for multivalued numerical response variables
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-03-01
err17
PREAI
errD'Ambrosio, Antonio; Aria, Massimo; Iorio, Carmela; Siciliano, Roberta
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errSave
Parsimonious time series clustering using P-splines
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2016-06-01
err23
PREAI
errIorio, Carmela; Frasso, Gianluca; D'Ambrosio, Antonio; Siciliano, Roberta
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Accurate algorithms for identifying the median ranking when dealing with weak and partial rankings under the Kemeny axiomatic approach
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2016-03-01
err53
errOAAI
errAmodio, S.; D'Ambrosio, A.; Siciliano, R.
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errSave
Letter: the response to somatostatin analogues in neuroendocrine tumours is influenced by the Ki67 score
errALIMENTARY PHARMACOLOGY & THERAPEUTICS
IF6.7
err2015-09-15
err1
errOAAI
errFaggiano, A.; Carratu, A. C.; Guadagno, E.; Tafuto, S.; Tatangelo, F.; Riccardi, F.; Mocerino, C.; Palmieri, G.; Damiano, V.; Siciliano, R.; Leo, S.; Mauro, A.; Tozzi, L. F.; Battista, C.; De Rosa, G.; Colao, A.
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HDR BRACHYTHERAPY IN SKIN CANCERS: TARGET DETERMINATION AND OUTCOME VERSUS CONVENTIONAL RADIOTHERAPY
errRADIOTHERAPY AND ONCOLOGY
IF5.3
err2011-05-01
err0
PREAI
errPiro, F.; Siciliano, R.; Cosentino, D.; Indrieri, P.; Ziccarelli, L.; Ziccarelli, P.; Marafioti, L.
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errSave
Absence of BRAF gene mutation in non-melanoma skin tumors
errCELL CYCLE
IF3.4
err2006-04-20
err23
errOAAI
errLibra, Massimo; Malaponte, Grazia; Bevelacqua, Valentina; Siciliano, Roberta; Castrogiovanni, Paola; Fulvi, Alberto; Micali, Giuseppe; Ligresti, Giovanni; Mazzarino, Maria C.; Stivala, Franca; Travali, Salvatore; McCubrey, James A.
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Research Directions

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Co-authors
Cooperation Journals
A
Annamaria Colao
H-index: 113 · Papers: 1.3K
J
James A. McCubrey
H-index: 93 · Papers: 533
M
Massimo Libra
H-index: 81 · Papers: 426
G
Gerardo Botti
H-index: 80 · Papers: 817
A
Annamaria Colao
H-index: 79 · Papers: 454
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