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Gianvito Pio
Gianvito Pio
Assistant Professor, University of Bari
Verified email at uniba.it
Title
Cited by
Cited by
Year
Non-negative matrix tri-factorization for co-clustering: an analysis of the block matrix
N Del Buono, G Pio
Information Sciences 301, 13-26, 2015
582015
A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes
G Pio, M Ceci, D D'Elia, C Loglisci, D Malerba
BMC Bioinformatics 14 (Suppl 7), S8, 2013
582013
Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach
G Pio, D Malerba, D D'Elia, M Ceci
BMC bioinformatics 15, 1-17, 2014
552014
ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks
G Pio, M Ceci, D Malerba, D D'Elia
BMC bioinformatics 16 (9), 1-18, 2015
492015
DENCAST: distributed density-based clustering for multi-target regression
R Corizzo, G Pio, M Ceci, D Malerba
Journal of Big Data 6, 1-27, 2019
482019
Exploiting transfer learning for the reconstruction of the human gene regulatory network
P Mignone, G Pio, D D’Elia, M Ceci
Bioinformatics 36 (5), 1553-1561, 2020
472020
Semi-supervised multi-view learning for gene network reconstruction
M Ceci, G Pio, V Kuzmanovski, S Džeroski
PloS one 10 (12), e0144031, 2015
462015
Multi-type clustering and classification from heterogeneous networks
G Pio, F Serafino, D Malerba, M Ceci
Information sciences 425, 107-126, 2018
452018
Statistical and machine learning techniques in human microbiome studies: contemporary challenges and solutions
I Moreno-Indias, L Lahti, M Nedyalkova, I Elbere, G Roshchupkin, ...
Frontiers in microbiology, 277, 2021
432021
Echad: embedding-based change detection from multivariate time series in smart grids
M Ceci, R Corizzo, N Japkowicz, P Mignone, G Pio
IEEE Access 8, 156053-156066, 2020
312020
Ensemble learning for multi-type classification in heterogeneous networks
F Serafino, G Pio, M Ceci
IEEE Transactions on Knowledge and Data Engineering 30 (12), 2326-2339, 2018
312018
Exploiting causality in gene network reconstruction based on graph embedding
G Pio, M Ceci, F Prisciandaro, D Malerba
Machine Learning 109 (6), 1231-1279, 2020
302020
Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks
P Mignone, G Pio, S Džeroski, M Ceci
Scientific reports 10 (1), 22295, 2020
252020
Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering
EP Barracchia, G Pio, D D’Elia, M Ceci
BMC bioinformatics 21 (1), 1-24, 2020
242020
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction
G Pio, P Mignone, G Magazzý, G Zampieri, M Ceci, C Angione
Bioinformatics 38 (2), 487-493, 2022
182022
Hierarchical and overlapping co-clustering of mrna: mirna interactions
G Pio, M Ceci, C Loglisci, D D'Elia, D Malerba
ECAI 2012, 654-659, 2012
182012
Positive unlabeled link prediction via transfer learning for gene network reconstruction
P Mignone, G Pio
Foundations of Intelligent Systems: 24th International Symposium, ISMIS 2018†…, 2018
152018
BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent
S Hess, G Pio, M Hochstenbach, M Ceci
Data Mining and Knowledge Discovery 35 (6), 2542-2576, 2021
102021
Hierarchical multidimensional classification of web documents with multiwebclass
F Serafino, G Pio, M Ceci, D Malerba
Discovery Science: 18th International Conference, DS 2015, Banff, AB, Canada†…, 2015
92015
Spatially-aware autoencoders for detecting contextual anomalies in geo-distributed data
R Corizzo, M Ceci, G Pio, P Mignone, N Japkowicz
Discovery Science: 24th International Conference, DS 2021, Halifax, NS†…, 2021
82021
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Articles 1–20