Publications by authors named "Michelangelo Ceci"

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Balancing Protection and Quality in Big Data Analytics Pipelines.
Antongiacomo Polimeno, Paolo Mignone, Chiara Braghin, Marco Anisetti, Michelangelo Ceci

Big Data· April 2025

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GAP-LSTM: Graph-Based Autocorrelation Preserving Networks for Geo-Distributed Forecasting.
Massimiliano Altieri, Roberto Corizzo, Michelangelo Ceci

IEEE Trans Neural Netw Learn Syst· September 2024

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Multi-class boosting for the analysis of multiple incomplete views on microbiome data.
Andrea Simeon, Miloš Radovanović, Tatjana Lončar-Turukalo, Michelangelo Ceci, Sanja Brdar

BMC Bioinformatics· May 2024

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A toolbox of machine learning software to support microbiome analysis.
Laura Judith Marcos-Zambrano, Víctor Manuel López-Molina, Burcu Bakir-Gungor, Marcus Frohme, Kanita Karaduzovic-Hadziabdic, Michelangelo Ceci

Front Microbiol· November 2023

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Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action.
Domenica D'Elia, Jaak Truu, Leo Lahti, Magali Berland, Georgios Papoutsoglou, Michelangelo Ceci

Front Microbiol· September 2023

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Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction.
Gianvito Pio, Paolo Mignone, Giuseppe Magazzù, Guido Zampieri, Michelangelo Ceci

Bioinformatics· January 2022

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Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks.
Paolo Mignone, Gianvito Pio, Sašo Džeroski, Michelangelo Ceci

Sci Rep· December 2020

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Exploiting transfer learning for the reconstruction of the human gene regulatory network.
Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci

Bioinformatics· March 2020

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Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering.
Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci

BMC Bioinformatics· February 2020

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Semi-Supervised Multi-View Learning for Gene Network Reconstruction.
Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Sašo Džeroski

PLoS One· June 2016

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ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks.
Gianvito Pio, Michelangelo Ceci, Donato Malerba, Domenica D'Elia

BMC Bioinformatics· September 2015

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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 Bioinformatics· May 2014

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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 Bioinformatics· December 2013

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Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction.
Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski

BMC Bioinformatics· September 2013

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Top-down induction of model trees with regression and splitting nodes.
Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice

IEEE Trans Pattern Anal Mach Intell· May 2004

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