Margherita Squillario

According to our database, Margherita Squillario authored at least 8 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease.

Rosanna Turrisi, Margherita Squillario, Giulia Abate, Daniela Letizia Uberti, Annalisa Barla

IEEE J. Biomed. Health Informatics, April, 2024

2018

Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions.

Veronica Tozzo, Federico Tomasi, Margherita Squillario, Annalisa Barla

CoRR, 2018

2017

Icing: Large-Scale Inference of Immunoglobulin Clonotypes.

Federico Tomasi, Margherita Squillario, Alessandro Verri, Davide Bagnara, Annalisa Barla

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2017

Adenine: A HPC-Oriented Tool for Biological Data Exploration.

Samuele Fiorini, Federico Tomasi, Margherita Squillario, Annalisa Barla

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2017

2013

Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data.

Grzegorz Zycinski, Annalisa Barla, Margherita Squillario, Tiziana Sanavia, Barbara Di Camillo, Alessandro Verri

Source Code Biol. Medicine, 2013

Identification of Pathway Signatures in Parkinson's Disease with Gene Ontology and Sparse Regularization.

Margherita Squillario, Grzegorz Zycinski, Annalisa Barla, Alessandro Verri

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013

2012

Discriminant functional gene groups identification with machine learning and prior knowledge.

Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

A Machine Learning Pipeline for Discriminant Pathways Identification.

Annalisa Barla, Giuseppe Jurman, Roberto Visintainer, Margherita Squillario, Michele Filosi, Samantha Riccadonna, Cesare Furlanello

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2011