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Marco Frasca
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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), 1-23, 2019
2352019
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
682014
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
622013
COSNet: A Cost Sensitive Neural Network for Semi-supervised Learning in Graphs
A Bertoni, M Frasca, G Valentini
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
482011
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
392020
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
392016
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
292015
Automated gene function prediction through gene multifunctionality in biological networks
M Frasca
Neurocomputing 162, 48-56, 2015
242015
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 (10), 75-91, 2018
222018
Multitask protein function prediction through task dissimilarity
M Frasca, NC Bianchi
IEEE/ACM transactions on computational biology and bioinformatics 16 (5 …, 2017
222017
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
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
182020
A hierarchical ensemble method for dag-structured taxonomies
PN Robinson, M Frasca, S Köhler, M Notaro, M Re, G Valentini
International Workshop on Multiple Classifier Systems, 15-26, 2015
172015
COSNet: An R package for label prediction in unbalanced biological networks
M Frasca, G Valentini
Neurocomputing 237, 397-400, 2017
122017
Learning node labels with multi-category hopfield networks
M Frasca, S Bassis, G Valentini
Neural Computing and Applications 27 (6), 1677-1692, 2016
122016
Ensembling descendant term classifiers to improve gene-abnormal phenotype predictions
M Notaro, M Schubach, M Frasca, M Mesiti, PN Robinson, G Valentini
International meeting on computational intelligence methods for …, 2017
112017
A mathematical model for the validation of gene selection methods
M Muselli, A Bertoni, M Frasca, A Beghini, F Ruffino, G Valentini
IEEE/ACM transactions on computational biology and bioinformatics 8 (5 …, 2010
102010
Gene2disco: Gene to disease using disease commonalities
M Frasca
Artificial intelligence in medicine 82, 34-46, 2017
92017
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
62021
Analysis of informative features for negative selection in protein function prediction
M Frasca, F Lipreri, D Malchiodi
International Conference on Bioinformatics and Biomedical Engineering, 267-276, 2017
62017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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