Stefano Silvestri
Stefano Silvestri
Research Fellow, National Research Council of Italy (CNR) - Institute for High Performance Computing
Verified email at icar.cnr.it
Title
Cited by
Cited by
Year
Unsupervised entity and relation extraction from clinical records in Italian
A Alicante, A Corazza, F Isgrò, S Silvestri
Computers in biology and medicine 72, 263-275, 2016
462016
Deep neural network for hierarchical extreme multi-label text classification
F Gargiulo, S Silvestri, M Ciampi, G De Pietro
Applied Soft Computing 79, 125-138, 2019
452019
Deep Convolution Neural Network for Extreme Multi-label Text Classification.
F Gargiulo, S Silvestri, M Ciampi
HEALTHINF, 641-650, 2018
172018
Semantic cluster labeling for medical relations
A Alicante, A Corazza, F Isgrò, S Silvestri
International Conference on Innovation in Medicine and Healthcare, 183-193, 2016
152016
A clustering based methodology to support the translation of medical specifications to software models
F Gargiulo, S Silvestri, M Ciampi
Applied Soft Computing 71, 199-212, 2018
142018
A Big Data architecture for knowledge discovery in PubMed articles
F Gargiulo, S Silvestri, M Ciampi
2017 IEEE Symposium on Computers and Communications (ISCC), 82-87, 2017
132017
A distributed architecture to integrate ontological knowledge into information extraction
A Alicante, M Benerecetti, A Corazza, S Silvestri
International Journal of Grid and Utility Computing 7 (4), 245-256, 2016
132016
A Deep Learning Approach for Scientific Paper Semantic Ranking
F Gargiulo, S Silvestri, M Fontanella, M Ciampi, G De Pietro
International Conference on Intelligent Interactive Multimedia Systems and …, 2017
112017
A Big Data Architecture for the Extraction and Analysis of EHR Data
S Silvestri, A Esposito, F Gargiulo, M Sicuranza, M Ciampi, G De Pietro
2019 IEEE World Congress on Services (SERVICES) 2642, 283-288, 2019
92019
Unsupervised information extraction from Italian clinical records
A Alicante, A Corazza, F Isgrò, S Silvestri
Proceeding of Innovation in Medicine and Healthcare 2014, 340-349, 2014
92014
Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems
E Damiano, A Minutolo, S Silvestri, M Esposito
International Conference on P2P, Parallel, Grid, Cloud and Internet …, 2017
72017
Exploit Multilingual Language Model at Scale for ICD-10 Clinical Text Classification
S Silvestri, F Gargiulo, M Ciampi, G De Pietro
2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020
42020
Improving Biomedical Information Extraction with Word Embeddings Trained on Closed-Domain Corpora
S Silvestri, F Gargiulo, M Ciampi
2019 IEEE Symposium on Computers and Communications (ISCC), 1129-1134, 2019
42019
A Distributed Information Extraction System Integrating Ontological Knowledge and Probabilistic Classifiers
A Alicante, M Benerecetti, A Corazza, S Silvestri
2014 Ninth International Conference on P2P, Parallel, Grid, Cloud and …, 2014
42014
Some lessons learned using health data literature for smart information retrieval
M Ciampi, G De Pietro, E Masciari, S Silvestri
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 931-934, 2020
22020
Exploit Hierarchical Label Knowledge for Deep Learning
F Gargiulo, S Silvestri, M Ciampi
2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019
22019
Health Data Information Retrieval For Improved Simulation
M Ciampi, G De Pietro, E Masciari, S Silvestri
2020 28th Euromicro International Conference on Parallel, Distributed and …, 2020
12020
Integration and Performances of Spark on a PBS-based HPC Environment
F Gargiulo, S Silvestri, G Oliva, M Ciampi
Technical Report RT-ICAR-NA-2018-01, CNR-Istituto di Calcolo e Reti ad Alte …, 2018
12018
A Methodology to Reduce the Complexity of Validation Model Creation from Medical Specification Document.
F Gargiulo, S Silvestri, M Fontanella, M Ciampi
HEALTHINF, 497-507, 2017
12017
BERT syntactic transfer: A computational experiment on Italian, French and English languages
R Guarasci, S Silvestri, G De Pietro, H Fujita, M Esposito
Computer Speech & Language, 101261, 2021
2021
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Articles 1–20