Stebėti
Marco Frasca
Marco Frasca
Patvirtintas el. paštas di.unimi.it
Pavadinimas
Cituota
Cituota
Metai
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens
N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ...
Genome biology 20, 1-23, 2019
3512019
Explainable machine learning for early assessment of COVID-19 risk prediction in emergency departments
E Casiraghi, D Malchiodi, G Trucco, M Frasca, L Cappelletti, T Fontana, ...
Ieee Access 8, 196299-196325, 2020
772020
GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology
H Caniza, AE Romero, S Heron, H Yang, A Devoto, M Frasca, M Mesiti, ...
Bioinformatics 30 (15), 2235-2236, 2014
732014
A neural network algorithm for semi-supervised node label learning from unbalanced data
M Frasca, A Bertoni, M Re, G Valentini
Neural Networks 43, 84-98, 2013
652013
COSNet: A Cost Sensitive Neural Network for Semi-supervised Learning in Graphs
A Bertoni, M Frasca, G Valentini
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
482011
RANKS: a flexible tool for node label ranking and classification in biological networks
G Valentini, G Armano, M Frasca, J Lin, M Mesiti, M Re
Bioinformatics 32 (18), 2872-2874, 2016
412016
Deep neural networks compression: A comparative survey and choice recommendations
GC Marinó, A Petrini, D Malchiodi, M Frasca
Neurocomputing 520, 152-170, 2023
402023
UNIPred: Unbalance-aware Network Integration and Prediction of protein functions
M Frasca, A Bertoni, G Valentini
Journal of Computational Biology 22 (12), 1057-1074, 2015
302015
Multitask protein function prediction through task dissimilarity
M Frasca, NC Bianchi
IEEE/ACM transactions on computational biology and bioinformatics 16 (5 …, 2017
252017
Automated gene function prediction through gene multifunctionality in biological networks
M Frasca
Neurocomputing 162, 48-56, 2015
252015
Protein function prediction as a graph-transduction game
S Vascon, M Frasca, R Tripodi, G Valentini, M Pelillo
Pattern Recognition Letters 134, 96-105, 2020
222020
A novel computational method for automatic segmentation, quantification and comparative analysis of immunohistochemically labeled tissue sections
E Casiraghi, V Huber, M Frasca, M Cossa, M Tozzi, L Rivoltini, BE Leone, ...
BMC bioinformatics 19, 75-91, 2018
222018
A neural network based algorithm for gene expression prediction from chromatin structure
M Frasca, G Pavesi
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
212013
A hierarchical ensemble method for dag-structured taxonomies
PN Robinson, M Frasca, S Köhler, M Notaro, M Re, G Valentini
Multiple Classifier Systems: 12th International Workshop, MCS 2015, Günzburg …, 2015
192015
parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants
A Petrini, M Mesiti, M Schubach, M Frasca, D Danis, M Re, G Grossi, ...
GigaScience 9 (5), giaa052, 2020
132020
COSNet: An R package for label prediction in unbalanced biological networks
M Frasca, G Valentini
Neurocomputing 237, 397-400, 2017
132017
Learning node labels with multi-category hopfield networks
M Frasca, S Bassis, G Valentini
Neural Computing and Applications 27, 1677-1692, 2016
132016
Identification of breast cancer subtype-specific biomarkers by integrating copy number alterations and gene expression profiles
C Cava, M Pisati, M Frasca, I Castiglioni
Medicina 57 (3), 261, 2021
122021
Compression strategies and space-conscious representations for deep neural networks
GC Marinò, G Ghidoli, M Frasca, D Malchiodi
2020 25th International Conference on Pattern Recognition (ICPR), 9835-9842, 2021
112021
Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction
J Gliozzo, P Perlasca, M Mesiti, E Casiraghi, V Vallacchi, E Vergani, ...
Scientific reports 10 (1), 3612, 2020
112020
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