Gianvito Pio

Orcid: 0000-0003-2520-3616

According to our database1, Gianvito Pio authored at least 46 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering.
Comput. Stat., December, 2023

HURI: Hybrid user risk identification in social networks.
World Wide Web (WWW), September, 2023

Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy.
Medical Biol. Eng. Comput., August, 2023

Multi-view overlapping clustering for the identification of the subject matter of legal judgments.
Inf. Sci., August, 2023

SAIRUS: Spatially-aware identification of risky users in social networks.
Inf. Fusion, April, 2023

On the exploitation of the blockchain technology in the healthcare sector: A systematic review.
Expert Syst. Appl., 2023

A Multi-Perspective Approach for Risky User Identification in Social Networks.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022
Relational tree ensembles and feature rankings.
Knowl. Based Syst., 2022

LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding.
Inf. Sci., 2022

Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction.
Bioinform., 2022

PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments.
Artif. Intell. Law, 2022

Distributed Heterogeneous Transfer Learning.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Identification of Paragraph Regularities in Legal Judgements Through Clustering and Textual Embedding.
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.
Proceedings of the Discovery Science - 25th International Conference, 2022

Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent.
Data Min. Knowl. Discov., 2021

A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data.
Proceedings of the Discovery Science - 24th International Conference, 2021

2020
Exploiting causality in gene network reconstruction based on graph embedding.
Mach. Learn., 2020

Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering.
BMC Bioinform., 2020

Exploiting transfer learning for the reconstruction of the human gene regulatory network.
Bioinform., 2020

ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids.
IEEE Access, 2020

2019
DENCAST: distributed density-based clustering for multi-target regression.
J. Big Data, 2019

Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper).
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018
Ensemble Learning for Multi-Type Classification in Heterogeneous Networks.
IEEE Trans. Knowl. Data Eng., 2018

Multi-type clustering and classification from heterogeneous networks.
Inf. Sci., 2018

Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction.
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

2017
Forecasting via Distributed Density-Based Clustering.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Identifying lncRNA-Disease Relationships via Heterogeneous Clustering.
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks.
Proceedings of the Discovery Science - 20th International Conference, 2017

2016
Semi-Supervised Multi-View Learning for Gene Network Reconstruction.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Multi-Type Classification from Heterogeneous Networks.
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.
Inf. Sci., 2015

ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks.
BMC Bioinform., 2015

Hierarchical Multidimensional Classification of Web Documents with MultiWebClass.
Proceedings of the Discovery Science - 18th International Conference, 2015

2014
Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome.
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.
BMC Bioinform., 2014

Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Mining Temporal Evolution of Entities in a Stream of Textual Documents.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013
Fast Fuzzy Inference in Octave.
Int. J. Comput. Intell. Syst., 2013

A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes.
BMC Bioinform., 2013

HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA: mRNA regulatory modules.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.
Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

2012
Mining Temporal Evolution of Criminal Behaviors.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions.
Proceedings of the ECAI 2012, 2012


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