Guido Zampieri

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Interaction Networks

Machine Learning

Statistical Methods

Gene Expression Data

Top Venues

Comput. Biol. Medicine

PLoS Comput. Biol.

Publications

Giuseppe Magazzù, Guido Zampieri, Claudio Angione
Clinical stratification improves the diagnostic accuracy of small omics datasets within machine learning and genome-scale metabolic modelling methods. Comput. Biol. Medicine 151 (Part) (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)
Teng Fu, Guido Zampieri, David Hodgson, Claudio Angione, Yifeng Zeng
Modeling Customer Experience in a Contact Center through Process Log Mining. ACM Trans. Intell. Syst. Technol. 12 (4) (2021)
Giuseppe Magazzù, Guido Zampieri, Claudio Angione
Multimodal regularized linear models with flux balance analysis for mechanistic integration of omics data. Bioinform. 37 (20) (2021)
Guido Zampieri, Supreeta Vijayakumar, Elisabeth Yaneske, Claudio Angione
Machine and deep learning meet genome-scale metabolic modeling. PLoS Comput. Biol. 15 (7) (2019)
Guido Zampieri, Dinh Tran-Van, Michele Donini, Nicolò Navarin, Fabio Aiolli, Alessandro Sperduti, Giorgio Valle
Scuba: scalable kernel-based gene prioritization. BMC Bioinform. 19 (1) (2018)