Gianvito Pio

According to our database, Gianvito Pio authored at least 51 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CARROT: Simultaneous prediction of anomalies from groups of correlated cryptocurrency trends.

Antonio Pellicani, Gianvito Pio, Michelangelo Ceci

Expert Syst. Appl., 2025

2024

Multi-class boosting for the analysis of multiple incomplete views on microbiome data.

Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio

BMC Bioinform., December, 2024

Distributed Heterogeneous Transfer Learning.

Paolo Mignone, Gianvito Pio, Michelangelo Ceci

Big Data Res., 2024

Nowcasting of the energy production of wind power plants through spatially-aware model trees.

Annunziata D'Aversa, Gianvito Pio

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Exploiting microRNA Expression Data for the Diagnosis of Disease Conditions and the Discovery of Novel Biomarkers.

Daniele Rosa, Antonio Pellicani, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci

Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024

Improving the Robustness to Color Perturbations of Classification and Regression Models in the Visual Evaluation of Fruits and Vegetables.

Stefano Polimena, Gianvito Pio, Giovanni Attolico, Michelangelo Ceci

Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024

2023

Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering.

Massimo Bilancia, Michele Di Nanni, Fabio Manca, Gianvito Pio

Comput. Stat., December, 2023

HURI: Hybrid user risk identification in social networks.

Roberto Corizzo, Gianvito Pio, Emanuele Pio Barracchia, Antonio Pellicani, Nathalie Japkowicz, Michelangelo Ceci

World Wide Web (WWW), September, 2023

Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy.

Serena De Ruvo, Gianvito Pio, Gennaro Vessio, Vincenzo Volpe

Medical Biol. Eng. Comput., August, 2023

Multi-view overlapping clustering for the identification of the subject matter of legal judgments.

Graziella De Martino, Gianvito Pio, Michelangelo Ceci

Inf. Sci., August, 2023

SAIRUS: Spatially-aware identification of risky users in social networks.

Antonio Pellicani, Gianvito Pio, Domenico Redavid, Michelangelo Ceci

Inf. Fusion, April, 2023

On the exploitation of the blockchain technology in the healthcare sector: A systematic review.

Valeria Merlo, Gianvito Pio, Francesco Giusto, Massimo Bilancia

Expert Syst. Appl., 2023

A Multi-Perspective Approach for Risky User Identification in Social Networks.

Antonio Pellicani, Gianvito Pio, Michelangelo Ceci

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022

Relational tree ensembles and feature rankings.

Matej Petkovic, Michelangelo Ceci, Gianvito Pio, Blaz Skrlj, Kristian Kersting, Saso Dzeroski

Knowl. Based Syst., 2022

LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding.

Emanuele Pio Barracchia, Gianvito Pio, Albert Bifet, Heitor Murilo Gomes, Bernhard Pfahringer, Michelangelo Ceci

Inf. Sci., 2022

Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction.

Gianvito Pio, Paolo Mignone, Giuseppe Magazzù, Guido Zampieri, Michelangelo Ceci, Claudio Angione

Bioinform., 2022

PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments.

Graziella De Martino, Gianvito Pio, Michelangelo Ceci

Artif. Intell. Law, 2022

Identification of Paragraph Regularities in Legal Judgements Through Clustering and Textual Embedding.

Graziella De Martino, Gianvito Pio

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart Grids.

Annunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci

Proceedings of the Discovery Science - 25th International Conference, 2022

Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting.

Paolo Mignone, Gianvito Pio, Michelangelo Ceci

Proceedings of the IEEE International Conference on Big Data, 2022

2021

BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent.

Sibylle Hess, Gianvito Pio, Michiel E. Hochstenbach, Michelangelo Ceci

Data Min. Knowl. Discov., 2021

A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements (Discussion Paper).

Graziella De Martino, Gianvito Pio, Michelangelo Ceci

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data.

Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz

Proceedings of the Discovery Science - 24th International Conference, 2021

2020

Exploiting causality in gene network reconstruction based on graph embedding.

Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba

Mach. Learn., 2020

Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering.

Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci

BMC Bioinform., 2020

Exploiting transfer learning for the reconstruction of the human gene regulatory network.

Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci

Bioinform., 2020

ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids.

Michelangelo Ceci, Roberto Corizzo, Nathalie Japkowicz, Paolo Mignone, Gianvito Pio

IEEE Access, 2020

2019

DENCAST: distributed density-based clustering for multi-target regression.

Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba

J. Big Data, 2019

Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper).

Paolo Mignone, Gianvito Pio, Michelangelo Ceci

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018

Ensemble Learning for Multi-Type Classification in Heterogeneous Networks.

Francesco Serafino, Gianvito Pio, Michelangelo Ceci

IEEE Trans. Knowl. Data Eng., 2018

Multi-type clustering and classification from heterogeneous networks.

Gianvito Pio, Francesco Serafino, Donato Malerba, Michelangelo Ceci

Inf. Sci., 2018

Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction.

Paolo Mignone, Gianvito Pio

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

2017

Forecasting via Distributed Density-Based Clustering.

Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Identifying lncRNA-Disease Relationships via Heterogeneous Clustering.

Emanuele Pio Barracchia, Gianvito Pio, Donato Malerba, Michelangelo Ceci

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks.

Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba

Proceedings of the Discovery Science - 20th International Conference, 2017

2016

Semi-Supervised Multi-View Learning for Gene Network Reconstruction.

Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Saso Dzeroski

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Multi-Type Classification from Heterogeneous Networks.

Francesco Serafino, Gianvito Pio, Donato Malerba, Michelangelo Ceci

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

2015

Non-negative Matrix Tri-Factorization for co-clustering: An analysis of the block matrix.

Nicoletta Del Buono, Gianvito Pio

Inf. Sci., 2015

ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks.

Gianvito Pio, Michelangelo Ceci, Donato Malerba, Domenica D'Elia

BMC Bioinform., 2015

Hierarchical Multidimensional Classification of Web Documents with MultiWebClass.

Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the Discovery Science - 18th International Conference, 2015

2014

Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome.

Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

ACM Journal on Computing and Cultural Heritage, 2014

Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach.

Gianvito Pio, Donato Malerba, Domenica D'Elia, Michelangelo Ceci

BMC Bioinform., 2014

Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Mining Temporal Evolution of Entities in a Stream of Textual Documents.

Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013

Fast Fuzzy Inference in Octave.

Piero Molino, Gianvito Pio, Corrado Mencar

Int. J. Comput. Intell. Syst., 2013

A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba

BMC Bioinform., 2013

HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA: mRNA regulatory modules.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.

Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

2012

Mining Temporal Evolution of Criminal Behaviors.

Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions.

Gianvito Pio, Michelangelo Ceci, Corrado Loglisci, Domenica D'Elia, Donato Malerba

Proceedings of the ECAI 2012, 2012