Stefano Monti

Orcid: 0000-0002-9376-0660

According to our database1, Stefano Monti authored at least 37 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Structure learning for gene regulatory networks.
PLoS Comput. Biol., 2023

2021
Contextualized Protein-Protein Interactions.
Patterns, 2021

nf-gwas-pipeline: A Nextflow Genome-Wide Association Study Pipeline.
J. Open Source Softw., 2021

2020
hypeR: an R package for geneset enrichment workflows.
Bioinform., 2020

2019
PopCluster: an algorithm to identify genetic variants with ethnicity-dependent effects.
Bioinform., 2019

Design Guidelines for Big Data Gathering in Industry 4.0 Environments.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Cloud-enabled Smart Data Collection in Shop Floor Environments for Industry 4.0.
Proceedings of the 15th IEEE International Workshop on Factory Communication Systems, 2019

2018
LocalFocus: A Big Data Service Platform for Local Communities and Smarter Cities.
IEEE Commun. Mag., 2018

Improved Adaptation and Survivability via Dynamic Service Composition of Ubiquitous Computing Middleware.
IEEE Access, 2018

2017
NoMISHAP: A Novel Middleware Support for High Availability in Multicloud PaaS.
IEEE Cloud Comput., 2017

Network-based analysis of transcriptional profiles from chemical perturbations experiments.
BMC Bioinform., 2017

2016
Semantic SPARQL queries: a novel federation model and implementation towards Enterprise Data Governance.
Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

A federation model to support semantic SPARQL queries for enterprise data governance.
Proceedings of the Eleventh International Conference on Digital Information Management, 2016

2015
ASSIGN: context-specific genomic profiling of multiple heterogeneous biological pathways.
Bioinform., 2015

2011
iPOJO-based Middleware Solutions for Self-Reconfiguration and Self-Optimization.
KSII Trans. Internet Inf. Syst., 2011

Off-the-shelf ready to go middleware for self-reconfiguring and self-optimizing ubiquitous computing applications.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

2010
Dynamic Reconfiguration of Middleware for Ubiquitous Computing.
Int. J. Adapt. Resilient Auton. Syst., 2010

2009
Middleware principles and design for the integration of ubiquitos mobile services.
PhD thesis, 2009

Facing crosscutting concerns in a middleware for pervasive Service composition.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

Dynamic reconfiguration of middleware for ubiquitous computing.
Proceedings of the 3rd international workshop on Adaptive and dependable mobile ubiquitous systems, 2009

2008
Middleware for automatic dynamic reconfiguration of context-driven services.
Microprocess. Microsystems, 2008

A user-centric composition model for the Internet of Services.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

Coordination for the internet of services: A user-centric approach.
Proceedings of the Third International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2008), 2008

Configuration and Change Management of the Outcomes of an Automotive Engine Control Model Based Software Design Process.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Control IP's Sharing: From Configurable Mechatronic Control to Autosar SW-C Package. A New Model Business Scenario across Automotive OEMs and Component Supplier and the New Roles of SW IP's Supplier and SW IP's Integrator.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2006
Comparative gene marker selection suite.
Bioinform., 2006

2005
Integrating Web Services and Mobile Agent Systems.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2003
Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data.
Mach. Learn., 2003

2000
Dealing with the Expert Inconsistency in Probability Elicitation.
IEEE Trans. Knowl. Data Eng., 2000

1999
A Bayesian Network Classifier that Combines a Finite Mixture Model and a NaIve Bayes Model.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

A latent variable model for multivariate discretization.
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998
A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

The impact of modeling the dependencies among patient findings on classification accuracy and calibration.
Proceedings of the AMIA 1998, 1998

Learning Hybrid Bayesian Networks from Data.
Proceedings of the Learning in Graphical Models, 1998

1996
Bounded recursive decomposition: a search-based method for belief-network inference under limited resources.
Int. J. Approx. Reason., 1996

Learning Bayesian Belief Networks with Neural Network Estimators.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
An Information-Based Bayesian Approach to History Taking.
Proceedings of the Artificial Intelligence Medicine, 1995


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