| 2024 |
Investigating the association between high school outcomes and university enrolment choices: a machine learning approach |
Contributo in atti di convegno pubblicato in volume |
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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 |
Discrete Beta and Shifted Beta-Binomial models for rating and ranking data |
Articolo in rivista |
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| 2024 |
The derivative-based approach to nonlinear mediation models: insights and applications |
Articolo in rivista |
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| 2024 |
Spatio-temporal modelling of fires in Sicily |
Contributo in atti di convegno pubblicato in volume |
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| 2024 |
Predictive modeling of drivers’ brake reaction time through machine learning methods |
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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| 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 |
Ranking coherence in Topic Models using Statistically Validated Networks |
Articolo in rivista |
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| 2023 |
Statistically Validated Network approach for document clustering and topic modeling |
Contributo in atti di convegno pubblicato in volume |
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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 |
Ensemble method for Text Classification in medicine with multiple rare classes |
Contributo in atti di convegno pubblicato in volume |
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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 |
A family of distances for preference–approvals |
Articolo in rivista |
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| 2023 |
Clustering alternatives in preference-approvals via novel pseudometrics |
Articolo in rivista |
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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 |
A comparison of ensemble algorithms for item-weighted Label Ranking |
Contributo in atti di convegno pubblicato in volume |
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| 2022 |
Statistically Validated Networks for assessing topic quality in LDA models |
Abstract 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 |
Towards the definition of distance measures in the preference-approval structures |
Contributo in atti di convegno pubblicato in volume |
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| 2022 |
Statistically Validated Networks for evaluating coherence in topic models |
Contributo 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 |
A two-stage LDA algorithm for ranking induced topic readability |
Contributo in atti di convegno pubblicato in volume |
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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 |
Impact of the COVID-19 pandemic on music: a method for clustering sentiments |
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| 2021 |
Element weighted Kemeny distance for ranking data |
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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| 2020 |
Le carriere universitarie degli studenti negli atenei statali e non statali in Italia |
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 |
MEASURING TOPIC COHERENCE THROUGH STATISTICALLY VALIDATED NETWORKS |
Abstract in atti di convegno pubblicato in volume |
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| 2019 |
Dalla triennale alla magistrale: continua la “fuga dei cervelli” dal Mezzogiorno d'Italia |
Altro |
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| 2018 |
ANALISI DELLE CARRIERE UNIVERSITARIE NELLE LAUREE SCIENTIFICHE DI BASE IN ITALIA NELL’ULTIMO DECENNIO |
Articolo in rivista |
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