Claudio Angione

43 papers A* 1Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Development of a multi-epitope vaccine candidate against Sindbis virus through integrated immunoinformatics approaches and molecular dynamics simulations.
Comput. Biol. Medicine
Nabila Ishaque Ira, Nishika Jaishee, Ayan Saha, Devashan Naidoo, Shazneen Tasnim Islam, Tazneen Hossain Tani, Neeta Raj Sharma, Akash Anandraj, Syed Mohammad Lokman, Claudio Angione, Ayan Roy
2025 J jnl
Encrypted Large Model Inference: The Equivariant Encryption Paradigm.
CoRR
James P. Buban, Hongyang Zhang, Claudio Angione, Harry Yang, Ahmad Farhan, Seyfal Sultanov, Michael Du, Xuran Ma, Zihao Wang, Yue Zhao, Arria Owlia, Fielding Johnston, Patrick Colangelo
2025 J jnl
Enhancing deep learning for demand forecasting to address large data gaps.
Expert Syst. Appl.
Chirine Riachy, Mengda He, Sina Joneidy, Shengchao Qin, Tim Payne, Graeme Boulton, Annalisa Occhipinti, Claudio Angione
2025 J jnl
From bulk to single-cell and spatial data: An AI framework to characterise breast cancer metabolic dysregulations across modalities.
Comput. Biol. Medicine
Le Minh Thao Doan, Suraj Verma, Noushin Eftekhari, Claudio Angione, Annalisa Occhipinti
2025 J jnl
Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments.
CoRR
Yipeng Du, Zihao Wang, Ahmad Farhan, Claudio Angione, Harry Yang, Fielding Johnston, James P. Buban, Patrick Colangelo, Yue Zhao, Yuzhe Yang
2024 J jnl
Complete Security and Privacy for AI Inference in Decentralized Systems.
CoRR
Hongyang Zhang, Yue Zhao, Claudio Angione, Harry Yang, James P. Buban, Ahmad Farhan, Fielding Johnston, Patrick Colangelo
2024 J jnl
Data-driven analysis of crustal and subduction seismic environments using interpretation of deep learning-based generalized ground motion models.
Expert Syst. Appl.
Jawad Fayaz, Rodrigo Astroza, Claudio Angione, Miguel Medalla
2024 J jnl
Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments.
CoRR
Yuzhe Yang, Yipeng Du, Ahmad Farhan, Claudio Angione, Yue Zhao, Harry Yang, Fielding Johnston, James P. Buban, Patrick Colangelo
2024 J jnl
Model Agnostic Hybrid Sharding For Heterogeneous Distributed Inference.
CoRR
Claudio Angione, Yue Zhao, Harry Yang, Ahmad Farhan, Fielding Johnston, James P. Buban, Patrick Colangelo
2023 J jnl
Ten quick tips for avoiding pitfalls in multi-omics data integration analyses.
PLoS Comput. Biol.
Davide Chicco, Fabio Cumbo, Claudio Angione
2022 J jnl
A pipeline and comparative study of 12 machine learning models for text classification.
CoRR
Annalisa Occhipinti, Louis Rogers, Claudio Angione
2022 J jnl
A pipeline and comparative study of 12 machine learning models for text classification.
Expert Syst. Appl.
Annalisa Occhipinti, Louis Rogers, Claudio Angione
2022 J jnl
Clinical stratification improves the diagnostic accuracy of small omics datasets within machine learning and genome-scale metabolic modelling methods.
Comput. Biol. Medicine
Giuseppe Magazzù, Guido Zampieri, Claudio Angione
2022 J jnl
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction.
Bioinform.
Gianvito Pio, Paolo Mignone, Giuseppe Magazzù, Guido Zampieri, Michelangelo Ceci, Claudio Angione
2021 J jnl
Discovering Essential Multiple Gene Effects Through Large Scale Optimization: An Application to Human Cancer Metabolism.
IEEE ACM Trans. Comput. Biol. Bioinform.
Annalisa Occhipinti, Youssef Hamadi, Hillel Kugler, Christoph M. Wintersteiger, Boyan Yordanov, Claudio Angione
2021 J jnl
Modeling Customer Experience in a Contact Center through Process Log Mining.
ACM Trans. Intell. Syst. Technol.
Teng Fu, Guido Zampieri, David Hodgson, Claudio Angione, Yifeng Zeng
2021 J jnl
Multimodal regularized linear models with flux balance analysis for mechanistic integration of omics data.
Bioinform.
Giuseppe Magazzù, Guido Zampieri, Claudio Angione
2020 — ch.
Developments in AI and Machine Learning for Neuroimaging.
AI and ML for Digital Pathology
Shane O'Sullivan, Fleur Jeanquartier, Claire Jean-Quartier, Andreas Holzinger, Dan Shiebler, Pradip Moon, Claudio Angione
2020 J jnl
Situating Agent-Based Modelling in Population Health Research.
CoRR
Eric Silverman, Umberto Gostoli, Stefano Picascia, Jonatan Almagor, Mark McCann, Richard J. Shaw, Claudio Angione
2020 J jnl
Using Machine Learning to Emulate Agent-Based Simulations.
CoRR
Claudio Angione, Eric Silverman, Elisabeth Yaneske
2019 J jnl
Machine and deep learning meet genome-scale metabolic modeling.
PLoS Comput. Biol.
Guido Zampieri, Supreeta Vijayakumar, Elisabeth Yaneske, Claudio Angione
2019 J jnl
Social dynamics modeling of chrono-nutrition.
PLoS Comput. Biol.
Alessandro Di Stefano, Marialisa Scatà, Supreeta Vijayakumar, Claudio Angione, Aurelio La Corte, Pietro Liò
2018 J jnl
Integrating splice-isoform expression into genome-scale models characterizes breast cancer metabolism.
Bioinform.
Claudio Angione
2018 J jnl
Seeing the wood for the trees: a forest of methods for optimization and omic-network integration in metabolic modelling.
Briefings Bioinform.
Supreeta Vijayakumar, Maxwell Conway, Pietro Lió, Claudio Angione
2018 J jnl
The poly-omics of ageing through individual-based metabolic modelling.
BMC Bioinform.
Elisabeth Yaneske, Claudio Angione
2017 — conf
A Data- and Model-Driven Analysis Reveals the Multi-omic Landscape of Ageing.
IWBBIO (1)
Elisabeth Yaneske, Claudio Angione
2017 J jnl
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.
Sara Saheb Kashaf, Claudio Angione, Pietro Liò
2017 — conf
Multi-omic Data Integration Elucidates Synechococcus Adaptation Mechanisms to Fluctuations in Light Intensity and Salinity.
IWBBIO (1)
Supreeta Vijayakumar, Claudio Angione
2016 J jnl
Multiplex methods provide effective integration of multi-omic data in genome-scale models.
BMC Bioinform.
Claudio Angione, Maxwell Conway, Pietro Liò
2015 J jnl
Analysis and design of molecular machines.
Theor. Comput. Sci.
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
2015 — conf
Bioinformatics Challenges and Potentialities in Studying Extreme Environments.
CIBB
Claudio Angione, Pietro Liò, Sandra Pucciarelli, Basarbatu Can, Maxwell Conway, Marina Lotti, Habib Bokhari, Alessio Mancini, Osman Ugur Sezerman, Andrea Telatin
2015 — —
Computational methods for multi-omic models of cell metabolism and their importance for theoretical computer science.
Claudio Angione
2014 J jnl
Satisfiability by Maxwell-Boltzmann and Bose-Einstein Statistical Distributions.
ACM J. Exp. Algorithmics
Claudio Angione, Annalisa Occhipinti, Giuseppe Nicosia
2013 J jnl
Bose-Einstein Condensation in Satisfiability Problems
CoRR
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
2013 J jnl
Bose-Einstein condensation in satisfiability problems.
Eur. J. Oper. Res.
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
2013 J jnl
Design and strain selection criteria for bacterial communication networks.
Nano Commun. Networks
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 — conf
Multi objective design for bacterial communication networks.
ICC Workshops
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 J jnl
Pareto Optimality in Organelle Energy Metabolism Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 A* conf
Pareto epsilon-dominance and identifiable solutions for BioCAD modeling.
DAC
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
2012 — conf
Computing with Metabolic Machines.
Turing-100
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2012 J jnl
How to Compute with Metabolism in Bacteria?
ERCIM News
Claudio Angione, Pietro Liò, Giuseppe Nicosia
2012 — conf
Multi-objective Optimisation, Sensitivity and Robustness Analysis in FBA Modelling.
CMSB
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
2012 J jnl
Robust design of microbial strains.
Bioinform.
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia