| 2025 |
Causal machine learning for medical texts |
Capitolo o Saggio |
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| 2024 |
Causal inference from texts: a random-forest approach |
Contributo in atti di convegno pubblicato in volume |
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| 2024 |
Measuring Emotions to Classify Songs: The Impact of the COVID-19 Pandemic on Music Streaming Data |
Articolo in rivista |
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| 2024 |
Discrete Beta and Shifted Beta-Binomial models for rating and ranking data |
Articolo in rivista |
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| 2023 |
A family of distances for preference–approvals |
Articolo in rivista |
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| 2023 |
Clustering alternatives in the preference-approval context |
Contributo in atti di convegno pubblicato in volume |
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| 2023 |
A unified framework for two-dimensional clustering on preference-approvals: an analysis of Eurobarometer data |
Contributo in atti di convegno pubblicato in volume |
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| 2023 |
Clustering alternatives in preference-approvals via novel pseudometrics |
Articolo in rivista |
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| 2023 |
Position Weighted Decision Trees for Ranking Data |
Capitolo o Saggio |
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| 2023 |
Distance-based aggregation and consensus for preference-approvals |
Contributo in atti di convegno pubblicato in volume |
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| 2023 |
Ensemble method for Text Classification in medicine with multiple rare classes |
Contributo in atti di convegno pubblicato in volume |
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| 2023 |
Fish characteristics and microplastic ingestion: a mediation analysis of fish length and trophic level in Western Mediterranean pelagic demersal fish |
Contributo in atti di convegno pubblicato in volume |
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| 2023 |
Trophic niche influences ingestion of micro- and mesoplastics in pelagic and demersal fish from the Western Mediterranean Sea. |
Articolo in rivista |
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| 2023 |
A comparison of ensemble algorithms for item-weighted Label Ranking |
Contributo in atti di convegno pubblicato in volume |
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| 2022 |
A two-stage LDA algorithm for ranking induced topic readability |
Contributo in atti di convegno pubblicato in volume |
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| 2022 |
Towards the definition of distance measures in the preference-approval structures |
Contributo in atti di convegno pubblicato in volume |
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| 2022 |
Ensemble methods for item-weighted label ranking: a comparison |
Abstract in atti di convegno pubblicato in volume |
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| 2022 |
Trophic niche features influence microplastic ingestion in Mediterranean fish species |
Abstract in atti di convegno pubblicato in volume |
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| 2022 |
A weighted distance-based approach with boosted decision trees for label ranking |
Articolo in rivista |
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| 2022 |
Exploring topics in LDA models through Statistically Validated Networks: directed and undirected approaches |
Contributo in atti di convegno pubblicato in volume |
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| 2021 |
Consensus among preference rankings: a new weighted correlation coefficient for linear and weak orderings |
Articolo in rivista |
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| 2021 |
Boosting for ranking data: an extension to item weighting |
Contributo in atti di convegno pubblicato in volume |
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| 2021 |
Impact of the COVID-19 pandemic on music: a method for clustering sentiments |
Contributo in atti di convegno pubblicato in volume |
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| 2020 |
Un mese di Covid-19 in Italia: una guida alla lettura dei dati per bloccare la disinformazione |
Articolo in rivista |
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| 2020 |
A Model Based Approach to Spotify Data Analysis: A Beta GLMM |
Articolo in rivista |
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| 2020 |
Random forest analysis: a new approach for classication of Beta Thalassemia |
Articolo in rivista |
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| 2020 |
Ho perso le parole: come ritrovarle con la sentiment analysis. Metodi statistici per l'analisi della produzione discografica di Luciano Ligabue. |
Monografia |
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| 2020 |
Projection Clustering Unfolding: A New Algorithm for Clustering Individuals or Items in a Preference Matrix. |
Capitolo o Saggio |
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| 2020 |
Supervised vs Unsupervised Latent DirichletAllocation: topic detection in lyrics. |
Contributo in atti di convegno pubblicato in volume |
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| 2020 |
A model based approach to Spotify data analysis: a Beta GLMM |
Articolo in rivista |
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| 2020 |
Resilience of the seagrass Posidonia oceanica following pulse-type disturbance |
Articolo in rivista |
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| 2020 |
GAMLSS for high-variability data: an application to liver fibrosis case. |
Articolo in rivista |
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| 2020 |
Multiple smoothing parameters selection in additive regression quantiles |
Articolo in rivista |
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| 2020 |
Dimethyl fumarate vs Teriflunomide: an Italian time-to-event data analysis |
Articolo in rivista |
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| 2019 |
Weighted distance-based trees for ranking data |
Articolo in rivista |
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| 2019 |
Parceling in Multilevel Structural Equation Models for the measure of a latent construct |
Contributo in atti di convegno pubblicato in volume |
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| 2019 |
Evolution of major non-HIV-related comorbidities in HIV-infected patients in the Italian Cohort of Individuals, Naïve for Antiretrovirals (ICONA) Foundation Study cohort in the period 2004–2014 |
Articolo in rivista |
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| 2019 |
The Neutrophil-to-Lymphocyte Ratio is Related to Disease Activity in Relapsing Remitting Multiple Sclerosis |
Articolo in rivista |
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| 2019 |
Item weighted Kemeny distance for preference data |
Contributo in atti di convegno pubblicato in volume |
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| 2019 |
A new position weight correlation coefficient for consensus ranking process without ties |
Articolo in rivista |
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| 2018 |
A graphical model selection tool for mixed models |
Articolo in rivista |
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| 2018 |
Weighted and unweighted distances based decision tree for ranking data |
Contributo in atti di convegno pubblicato in volume |
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| 2018 |
Consensus measures for preference rankings with ties: an approach based on position weighted Kemeny distance |
Contributo in atti di convegno pubblicato in volume |
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| 2018 |
DISTANCE‐BASED DECISION TREES FOR RANKING DATA: THE ROLE OF THE WEIGHT SYSTEMS |
Abstract in atti di convegno pubblicato in volume |
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| 2018 |
A Projection Pursuit Algorithm for Preference Data |
Abstract in atti di convegno pubblicato in volume |
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| 2018 |
Projection Clustering Unfolding: A New Algorithm for Clustering Individuals or Items In A Preference Matrix |
Articolo in rivista |
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| 2018 |
Discontinuation of teriflunomide and dimethyl fumarate in a large Italian multicentre population: a 24-month real-world experience. |
Articolo in rivista |
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| 2017 |
Classification trees for multivariate ordinal response: an application to Student Evaluation Teaching |
Articolo in rivista |
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| 2017 |
gamlss for big data: roc curve prediction using twitter data |
Contributo in atti di convegno pubblicato in volume |
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| 2017 |
A recap on Linear Mixed Models and their hat-matrices |
Articolo in rivista |
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| 2017 |
ENSEMBLE METHODS FOR RANKING DATA |
Contributo in atti di convegno pubblicato in volume |
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| 2016 |
Reference growth charts for Posidonia oceanica seagrass: An effective tool for assessing growth performance by age and depth |
Articolo in rivista |
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| 2016 |
Reference growth charts for assessing growth performance of Posidonia oceanica (L.) Delile |
Abstract in atti di convegno pubblicato in volume |
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| 2016 |
Warming-related shifts in the distribution of two competing coastal wrasses |
Articolo in rivista |
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| 2015 |
Recursive partitioning: an approach based on the weighted kemeny distance |
Proceedings |
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| 2015 |
How to define deviance residuals in multinomial regression. |
Contributo in atti di convegno pubblicato in volume |
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| 2015 |
References growth charts: a new practical tool for comparing Posidonia oceanic growth patterns accounting for age and depth |
Abstract in atti di convegno pubblicato in volume |
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| 2015 |
Diagnostic tools for GAMLSS fitted objects |
Contributo in atti di convegno pubblicato in volume |
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| 2015 |
New Flexible Probability Distributions for Ranking Data |
Capitolo o Saggio |
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| 2014 |
Variable selection in mixed models: a graphical
approach |
Contributo in atti di convegno pubblicato in volume |
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| 2014 |
Classification trees for preference data: a distance-based approach |
Poster pubblicato in volume |
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| 2013 |
Effect of different substrata on rhizome growth, leaf biometry and shoot density of Posidonia oceanica |
Articolo in rivista |
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| 2013 |
Model interpretation from the additive elements of the PWRSS in GLMMs |
Contributo in atti di convegno pubblicato in volume |
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| 2013 |
Estimating growth charts via nonparametric quantile regression: a practical framework with application in ecology. |
Articolo in rivista |
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| 2013 |
New Flexible Probability distributions for ranking data |
Contributo in atti di convegno pubblicato in volume |
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| 2012 |
Dealing with the Pseudo-Replication Problem in Longitudinal Data from Posidonia Oceanica Surveys: Modeling Dependence vs. Subsampling |
Contributo in atti di convegno pubblicato in volume |
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| 2012 |
Quantile regression via iterative least squares computations |
Articolo in rivista |
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| 2011 |
Influenza del substrato su crescita dei rizomi e biometria fogliare di Posidonia oceanica |
Proceedings |
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| 2011 |
Direct Organogenesis from Cotyledons in
Cultivars of Citrus clementina Hort. ex Tan |
Articolo in rivista |
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| 2011 |
Modeling Posidonia oceanica growth data: from linear to generalized linear mixed models |
Articolo in rivista |
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| 2011 |
Curve di crescita di riferimento nel monitoraggio di Posidonia oceanica: alcune stime preliminari |
Proceedings |
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| 2008 |
Subject-specific odds ratios in binomial GLMMs with continuous response |
Articolo in rivista |
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| 2008 |
Flexible modelling of serial correlation in GLMM |
Proceedings |
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| 2008 |
Dealing with dependence in retrospective ecological data through longitudinal models |
Proceedings |
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| 2007 |
A new multivariate Biotic Index to assess Ecological Quality status of Mediterranean coastal waters |
Proceedings |
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| 2007 |
Shoot age as a confounding factor on detecting the effect of human-induced disturbance on Posidonia oceanica growth performance |
Articolo in rivista |
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| 2007 |
Stato di Qualità Ecologica (EcoQ) delle acque costiere in Mediterraneo mediante l’indice biotico POSIX (POSidonia IndeX) |
Proceedings |
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| 2007 |
Analisi delle performance di crescita di Posidonia oceanica attraverso l’uso di modelli lineari generalizzati misti (GLMM) |
Proceedings |
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| 2007 |
An improved detection of clusters in complex ecological systems by using the Ripley’s K-function |
Proceedings |
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| 2007 |
DOES AIR POLLUTION MODIFY THE HEAT TOLERANCE? ESTIMATING THE THRESHOLD-LINE VIA SEGMENTED REGRESSION |
Proceedings |
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| 2006 |
Modelling the relationship between sexual reproduction
and rhizome growth in Posidonia oceanica (L.) Delile |
Articolo in rivista |
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| 2006 |
Subject-specific odds ratios in binomial GLMMs with continuous response |
Proceedings |
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| 2006 |
Potenzialità e vantaggi dell’uso di Modelli Lineari Generalizzati e di Modelli Lineari Generalizzati Misti nell’analisi statistica della crescita di Posidonia oceanica. |
Proceedings |
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| 2006 |
Variazioni spaziali e temporali delle performance di crescita nelle praterie di Posidonia oceanica
(L.) Delile: fattore endogeno vs. fattori esogeni |
Proceedings |
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| 2006 |
Statistical analysis of P. oceanica growth data: from standard linear models to Generalized Linear
Models |
Proceedings |
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| 2005 |
A model for the analysis of the temperature effects on mortality |
Proceedings |
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| 2005 |
Regression diagnostics to analyze complex ecological systems through Generalized Linear Mixed Models |
Proceedings |
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| 2005 |
Confondimento dell’età nell’analisi degli effetti di perturbazioni antropiche su variabili biometriche di Posidonia oceanica (L.) Delile |
Articolo in rivista |
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| 2004 |
Effetto a breve termine dell'inquinamento sulla salute: Palermo 1997-2002 |
Articolo in rivista |
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