Gianvito Pio

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Topics

Gene Regulatory

Transfer Learning

Textual Documents

Distributed Heterogeneous

Top Venues

Publications

Annunziata D'Aversa, Gianvito Pio
Nowcasting of the energy production of wind power plants through spatially-aware model trees. SEBD (2024)
Stefano Polimena, Gianvito Pio, Giovanni Attolico, Michelangelo Ceci
Improving the Robustness to Color Perturbations of Classification and Regression Models in the Visual Evaluation of Fruits and Vegetables. ISMIS (2024)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning. Big Data Res. 37 (2024)
Daniele Rosa, Antonio Pellicani, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
Exploiting microRNA Expression Data for the Diagnosis of Disease Conditions and the Discovery of Novel Biomarkers. ISMIS (2024)
Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio
Multi-class boosting for the analysis of multiple incomplete views on microbiome data. BMC Bioinform. 25 (1) (2024)
Antonio Pellicani, Gianvito Pio, Domenico Redavid, Michelangelo Ceci
SAIRUS: Spatially-aware identification of risky users in social networks. Inf. Fusion 92 (2023)
Roberto Corizzo, Gianvito Pio, Emanuele Pio Barracchia, Antonio Pellicani, Nathalie Japkowicz, Michelangelo Ceci
HURI: Hybrid user risk identification in social networks. World Wide Web (WWW) 26 (5) (2023)
Valeria Merlo, Gianvito Pio, Francesco Giusto, Massimo Bilancia
On the exploitation of the blockchain technology in the healthcare sector: A systematic review. Expert Syst. Appl. 213 (Part) (2023)
Massimo Bilancia, Michele Di Nanni, Fabio Manca, Gianvito Pio
Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering. Comput. Stat. 38 (4) (2023)
Serena De Ruvo, Gianvito Pio, Gennaro Vessio, Vincenzo Volpe
Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy. Medical Biol. Eng. Comput. 61 (8) (2023)
Graziella De Martino, Gianvito Pio, Michelangelo Ceci
Multi-view overlapping clustering for the identification of the subject matter of legal judgments. Inf. Sci. 638 (2023)
Antonio Pellicani, Gianvito Pio, Michelangelo Ceci
A Multi-Perspective Approach for Risky User Identification in Social Networks. SEBD (2023)
Graziella De Martino, Gianvito Pio, Michelangelo Ceci
PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments. Artif. Intell. Law 30 (3) (2022)
Emanuele Pio Barracchia, Gianvito Pio, Albert Bifet, Heitor Murilo Gomes, Bernhard Pfahringer, Michelangelo Ceci
LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding. Inf. Sci. 606 (2022)
Gianvito Pio, Paolo Mignone, Giuseppe Magazzù, Guido Zampieri, Michelangelo Ceci, Claudio Angione
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction. Bioinform. 38 (2) (2022)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting. Big Data (2022)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning. SEBD (2022)
Annunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci
Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart Grids. DS (2022)
Matej Petkovic, Michelangelo Ceci, Gianvito Pio, Blaz Skrlj, Kristian Kersting, Saso Dzeroski
Relational tree ensembles and feature rankings. Knowl. Based Syst. 251 (2022)
Graziella De Martino, Gianvito Pio
Identification of Paragraph Regularities in Legal Judgements Through Clustering and Textual Embedding. ISMIS (2022)
Sibylle Hess, Gianvito Pio, Michiel E. Hochstenbach, Michelangelo Ceci
BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent. Data Min. Knowl. Discov. 35 (6) (2021)
Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz
Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data. DS (2021)
Graziella De Martino, Gianvito Pio, Michelangelo Ceci
A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements (Discussion Paper). SEBD (2021)
Michelangelo Ceci, Roberto Corizzo, Nathalie Japkowicz, Paolo Mignone, Gianvito Pio
ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids. IEEE Access 8 (2020)
Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
Exploiting transfer learning for the reconstruction of the human gene regulatory network. Bioinform. 36 (5) (2020)
Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba
Exploiting causality in gene network reconstruction based on graph embedding. Mach. Learn. 109 (6) (2020)
Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
Prediction of New Associations between ncRNAs and Diseases Exploiting Multi-Type Hierarchical Clustering. SEBD (2020)
Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering. BMC Bioinform. 21 (1) (2020)
Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba
DENCAST: distributed density-based clustering for multi-target regression. J. Big Data 6 (2019)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper). SEBD (2019)
Francesco Serafino, Gianvito Pio, Michelangelo Ceci
Ensemble Learning for Multi-type Classification in Heterogeneous Networks. SEBD (2018)
Gianvito Pio, Francesco Serafino, Donato Malerba, Michelangelo Ceci
Multi-type clustering and classification from heterogeneous networks. Inf. Sci. 425 (2018)
Francesco Serafino, Gianvito Pio, Michelangelo Ceci
Ensemble Learning for Multi-Type Classification in Heterogeneous Networks. IEEE Trans. Knowl. Data Eng. 30 (12) (2018)
Paolo Mignone, Gianvito Pio
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. ISMIS (2018)
Emanuele Pio Barracchia, Gianvito Pio, Donato Malerba, Michelangelo Ceci
Identifying lncRNA-Disease Relationships via Heterogeneous Clustering. NFMCP@PKDD/ECML (2017)
Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba
LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. DS (2017)
Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba
Forecasting via Distributed Density-Based Clustering. SEBD (2017)
Francesco Serafino, Gianvito Pio, Donato Malerba, Michelangelo Ceci
Multi-Type Classification from Heterogeneous Networks. SEBD (2016)
Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Saso Dzeroski
Semi-Supervised Multi-View Learning for Gene Network Reconstruction. SEBD (2016)
Gianvito Pio, Michelangelo Ceci, Donato Malerba, Domenica D'Elia
ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks. BMC Bioinform. 16 (S-9) (2015)
Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba
Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. Discovery Science (2015)
Nicoletta Del Buono, Gianvito Pio
Non-negative Matrix Tri-Factorization for co-clustering: An analysis of the block matrix. Inf. Sci. 301 (2015)
Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba
Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach. SEBD (2014)
Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba
Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks. ECML/PKDD (3) (2014)
Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome. ACM Journal on Computing and Cultural Heritage 7 (4) (2014)
Gianvito Pio, Donato Malerba, Domenica D'Elia, Michelangelo Ceci
Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach. BMC Bioinform. 15 (S-1) (2014)
Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba
Mining Temporal Evolution of Entities in a Stream of Textual Documents. ISMIS (2014)
Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci
EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy. IRCDL (2013)
Piero Molino, Gianvito Pio, Corrado Mencar
Fast Fuzzy Inference in Octave. Int. J. Comput. Intell. Syst. 6 (2) (2013)
Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba
HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA: mRNA regulatory modules. SEBD (2013)
Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba
A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes. BMC Bioinform. 14 (S-7) (2013)
Gianvito Pio, Michelangelo Ceci, Corrado Loglisci, Domenica D'Elia, Donato Malerba
Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions. ECAI (2012)
Gianvito Pio, Michelangelo Ceci, Donato Malerba
Mining Temporal Evolution of Criminal Behaviors. SEBD (2012)