List of works - Marco Frasca

A Hierarchical Ensemble Method for DAG-Structured Taxonomies

article

A mathematical model for the validation of gene selection methods.

scientific article published in September 2011

A neural network algorithm for semi-supervised node label learning from unbalanced data

scientific article

COSNet: A Cost Sensitive Neural Network for Semi-supervised Learning in Graphs

COSNet: An R package for label prediction in unbalanced biological networks

Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments

scientific article published in 2020

Exploiting Negative Sample Selection for Prioritizing Candidate Disease Genes

scientific article published on 11 May 2017

GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology

scientific article

Gene2DisCo: Gene to disease using disease commonalities

scientific article published on 4 September 2017

Learning node labels with multi-category Hopfield networks

Multi-species protein function prediction

article published in 2016

Multitask Protein Function Prediction Through Task Dissimilarity

scientific article

RANKS: a flexible tool for node label ranking and classification in biological networks

scientific article published on 2 June 2016

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

scientific article published on 19 November 2019

UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction

scientific article published on 14 August 2019

UNIPred: Unbalance-Aware Network Integration and Prediction of Protein Functions

scientific article published on 24 September 2015

parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants

scientific article published on 01 May 2020

List of works by Marco Frasca

A Hierarchical Ensemble Method for DAG-Structured Taxonomies

A mathematical model for the validation of gene selection methods.

A neural network algorithm for semi-supervised node label learning from unbalanced data

COSNet: A Cost Sensitive Neural Network for Semi-supervised Learning in Graphs

COSNet: An R package for label prediction in unbalanced biological networks

Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments

Exploiting Negative Sample Selection for Prioritizing Candidate Disease Genes

GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology

Gene2DisCo: Gene to disease using disease commonalities

Learning node labels with multi-category Hopfield networks

Multi-species protein function prediction

Multitask Protein Function Prediction Through Task Dissimilarity

RANKS: a flexible tool for node label ranking and classification in biological networks

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction

UNIPred: Unbalance-Aware Network Integration and Prediction of Protein Functions

parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants