Margherita Squillario

发表

A Machine Learning Pipeline for Identification of Discriminant Pathways

Cesare Furlanello, Annalisa Barla, Giuseppe Jurman, 2014 .

Discriminant functional gene groups identification with machine learning and prior knowledge

Annalisa Barla, Alessandro Verri, Barbara Di Camillo, 2012, ESANN.

A Machine Learning Pipeline for Discriminant Pathways Identification

Cesare Furlanello, Annalisa Barla, Giuseppe Jurman, 2011, CIBB.

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

Annalisa Barla, Alessandro Verri, Margherita Squillario, 2013, CIBB.

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

Annalisa Barla, Alessandro Verri, Barbara Di Camillo, 2013, Source Code for Biology and Medicine.

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

Federico Tomasi, Veronica Tozzo, Annalisa Barla, 2018, ArXiv.

Knowledge Driven Graph Evolution (KDGE)

Federico Tomasi, Annalisa Barla, Margherita Squillario, 2017 .

An integrated approach to uncover in an unbiased way a robust SNP signature characterizing Alzheimer’s disease

Federico Tomasi, Veronica Tozzo, Margherita Squillario, 2019 .

Icing: Large-Scale Inference of Immunoglobulin Clonotypes

Federico Tomasi, Annalisa Barla, Alessandro Verri, 2017, CIBB.

Adenine: A HPC-Oriented Tool for Biological Data Exploration

Federico Tomasi, Annalisa Barla, Margherita Squillario, 2017, CIBB.

A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study

Annalisa Barla, Margherita Squillario, A. Barla, 2011, BMC Medical Genomics.

Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment

Cesare Furlanello, Claudio Cobelli, Gianna Toffolo, 2012, PloS one.