Publications

2020

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Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations

Kevin Roitero, Andrea Brunello, Giuseppe Serra, Stefano Mizzaro

Information Processing and Management, 2020


2020

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Text-to-Image Synthesis Based on Machine Generated Captions

Marco Menardi, Alex Falcon, Saida S.Mohamed, Lorenzo Seidenari, Giuseppe Serra, Alberto Del Bimbo, Carlo Tasso

16th Italian Research Conference on Digital Libraries 30-31 January 2020 - Bari, Italy, 2020

DOI


2020

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A Neural Turing Machine-based approach to Remaining Useful Life Estimation

Alex Falcon, Giovanni D’Agostino, Giuseppe Serra, Giorgio Brajnik, Carlo Tasso

2020 IEEE International Conference on Prognostics and Health Management, 2020


2020

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Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT

Kevin Roitero, Cristian Bozzato, Vincenzo Della Mea, Stefano Mizzaro, Giuseppe Serra

Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages, 2020


2020

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Distilling the Evidence to Augment Fact Verification Models

Beatrice Portelli, Jason Zhao, Tal Schuster, Giuseppe Serra, Enrico Santus

3rd Workshop on Fact Extraction and VERification (FEVER), 2020


2020

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A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem

Alex Falcon, Giovanni D’Agostino, Giuseppe Serra, Giorgio Brajnik, Carlo Tasso

Fifth European Conference of the Prognostics and Health Management Society 2020, 2020


2019

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Recognizing social relationships from an egocentric vision perspective

Stefano Alletto, Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe, Eds. Multimodal Behavior Analysis in the Wild: Advances and Challenges, p. 199-224, 2019

DOI


2019

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Generalized Born radii computation using linear models and neural networks

Saida S.Mohamed, Gennaro Esposito, Giuseppe Serra, Federico Fogolari

Bioinformatics, Oxford University Press, 2019

Software


2019

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Keyphrase Extraction via an Attentive Model

Marco Passon, Massimo Comuzzo, Giuseppe Serra, Carlo Tasso

15th Italian Research Conference on Digital Libraries, IRCDL 2019, Pisa, Italy, January 31-February 1, 2019


2019

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Video-Based Convolutional Attention for Person Re-Identification

Marco Zamprogno, Marco Passon, Niki Martinel, Giuseppe Lancioni, Giuseppe Serra, Carlo Tasso, Gian Luca Foresti

ICIAP2019 , 20th International Conference on IMAGE ANALYSIS AND PROCESSING, Trento, Italy, 9-13 September, 2019

Poster

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