Claudio Angione

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Venues

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Jawad Fayaz, Rodrigo Astroza, Claudio Angione, Miguel Medalla
Data-driven analysis of crustal and subduction seismic environments using interpretation of deep learning-based generalized ground motion models. Expert Syst. Appl. 238 (Part A) (2024)
Claudio Angione, Yue Zhao, Harry Yang, Ahmad Farhan, Fielding Johnston, James Buban, Patrick Colangelo
Model Agnostic Hybrid Sharding For Heterogeneous Distributed Inference. CoRR (2024)
Hongyang Zhang, Yue Zhao, Claudio Angione, Harry Yang, James Buban, Ahmad Farhan, Fielding Johnston, Patrick Colangelo
Complete Security and Privacy for AI Inference in Decentralized Systems. CoRR (2024)
Davide Chicco, Fabio Cumbo, Claudio Angione
Ten quick tips for avoiding pitfalls in multi-omics data integration analyses. PLoS Comput. Biol. 19 (7) (2023)
Annalisa Occhipinti, Louis Rogers, Claudio Angione
A pipeline and comparative study of 12 machine learning models for text classification. CoRR (2022)
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)
Annalisa Occhipinti, Louis Rogers, Claudio Angione
A pipeline and comparative study of 12 machine learning models for text classification. Expert Syst. Appl. 201 (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)
Annalisa Occhipinti, Youssef Hamadi, Hillel Kugler, Christoph M. Wintersteiger, Boyan Yordanov, Claudio Angione
Discovering Essential Multiple Gene Effects Through Large Scale Optimization: An Application to Human Cancer Metabolism. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Eric Silverman, Umberto Gostoli, Stefano Picascia, Jonatan Almagor, Mark McCann, Richard J. Shaw, Claudio Angione
Situating Agent-Based Modelling in Population Health Research. CoRR (2020)
Claudio Angione, Eric Silverman, Elisabeth Yaneske
Using Machine Learning to Emulate Agent-Based Simulations. CoRR (2020)
Alessandro Di Stefano, Marialisa Scatà, Supreeta Vijayakumar, Claudio Angione, Aurelio La Corte, Pietro Liò
Social dynamics modeling of chrono-nutrition. PLoS Comput. Biol. 15 (1) (2019)
Guido Zampieri, Supreeta Vijayakumar, Elisabeth Yaneske, Claudio Angione
Machine and deep learning meet genome-scale metabolic modeling. PLoS Comput. Biol. 15 (7) (2019)
Claudio Angione
Integrating splice-isoform expression into genome-scale models characterizes breast cancer metabolism. Bioinform. 34 (3) (2018)
Elisabeth Yaneske, Claudio Angione
The poly-omics of ageing through individual-based metabolic modelling. BMC Bioinform. (14) (2018)
Supreeta Vijayakumar, Maxwell Conway, Pietro Lió, Claudio Angione
Seeing the wood for the trees: a forest of methods for optimization and omic-network integration in metabolic modelling. Briefings Bioinform. 19 (6) (2018)
Elisabeth Yaneske, Claudio Angione
A Data- and Model-Driven Analysis Reveals the Multi-omic Landscape of Ageing. IWBBIO (1) (2017)
Sara Saheb Kashaf, Claudio Angione, Pietro Liò
Making life difficult for Clostridium difficile: augmenting the pathogen's metabolic model with transcriptomic and codon usage data for better therapeutic target characterization. BMC Syst. Biol. 11 (1) (2017)
Supreeta Vijayakumar, Claudio Angione
Multi-omic Data Integration Elucidates Synechococcus Adaptation Mechanisms to Fluctuations in Light Intensity and Salinity. IWBBIO (1) (2017)
Claudio Angione, Maxwell Conway, Pietro Liò
Multiplex methods provide effective integration of multi-omic data in genome-scale models. BMC Bioinform. 17 (S-4) (2016)
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
Analysis and design of molecular machines. Theor. Comput. Sci. 599 (2015)
Claudio Angione, Pietro Liò, Sandra Pucciarelli, Basarbatu Can, Maxwell Conway, Marina Lotti, Habib Bokhari, Alessio Mancini, Ugur Sezerman, Andrea Telatin
Bioinformatics Challenges and Potentialities in Studying Extreme Environments. CIBB (2015)
Claudio Angione, Annalisa Occhipinti, Giuseppe Nicosia
Satisfiability by Maxwell-Boltzmann and Bose-Einstein Statistical Distributions. ACM J. Exp. Algorithmics 19 (1) (2014)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Pareto Optimality in Organelle Energy Metabolism Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (4) (2013)
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
Bose-Einstein condensation in satisfiability problems. Eur. J. Oper. Res. 227 (1) (2013)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Design and strain selection criteria for bacterial communication networks. Nano Commun. Networks 4 (4) (2013)
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
Bose-Einstein Condensation in Satisfiability Problems CoRR (2013)
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
Pareto epsilon-dominance and identifiable solutions for BioCAD modeling. DAC (2013)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Multi objective design for bacterial communication networks. ICC Workshops (2013)
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
Robust design of microbial strains. Bioinform. 28 (23) (2012)
Claudio Angione, Pietro Liò, Giuseppe Nicosia
How to Compute with Metabolism in Bacteria? ERCIM News 2012 (91) (2012)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Computing with Metabolic Machines. Turing-100 (2012)
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
Multi-objective Optimisation, Sensitivity and Robustness Analysis in FBA Modelling. CMSB (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Claudio Angione