Pubblicazioni

Machine learning for nowcasting. The ensemble methods applied to decision trees case

2020 - Advances in economics: research at the DED 2019

Aliaj, Tesi

CSI: a Coarse Sense Inventory for 85% Word Sense Disambiguation

2020 - Proceedings of the AAAI Conference on Artificial Intelligence

Lacerra, Caterina; Bevilacqua, Michele; Pasini, Tommaso; Navigli, Roberto

SMACC: a System for Microplastics Automatic Counting and Classification

2020 - IEEE ACCESS

Lorenzo-Navarro, Javier; CastrillÃ³n-Santana, Modesto; Santesarti, Enrico; De Marsico, Maria; MartÃnez, Ico; Raymond, Eugenio; GÃ³mez, May; Herrera, Alicia

Convolutional neural network can recognize drug resistance of single cancer cells

2020 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Yanagisawa, Kiminori; Toratani, Masayasu; Asai, Ayumu; Konno, Masamitsu; Niioka, Hirohiko; Mizushima, Tsunekazu; Satoh, Taroh; Miyake, Jun; Ogawa, Kazuhiko; Vecchione, Andrea; Doki, Yuichiro; Eguchi, Hidetoshi; Ishii, Hideshi

Explainable inference on sequential data via memory-tracking

2020 - Proceedings of the 29th International Joint Conference on Artificial Intelligence

La Rosa, Biagio; Capobianco, Roberto; Nardi, Daniele

DeepRICH: learning deeply Cherenkov detectors

2020 - MACHINE LEARNING

Fanelli, Cristiano; Pomponi, Jary

Characterisation of cyclic alternating pattern during sleep in older men and women using large population studies

2020 - SLEEP

Hartmann, Simon; Bruni, Oliviero; Ferri, Raffaele; Redline, Susan; Baumert, Mathias

A CNN approach for audio classification in construction sites

2020 - Progresses in Artificial Intelligence and Neural Systems

Maccagno, Alessandro; Mastropietro, Andrea; Mazziotta, Umberto; Scarpiniti, Michele; Lee, Yong-Cheol; Uncini, Aurelio

Deep learning to jointly analyze images and clinical data for disease detection

2020 - Studies in Classification, Data Analysis and Knowledge Organization

Crobu, Federica; Di Ciaccio, Agostino

A 450 million years long latitudinal gradient in age-dependent extinction

2020 - ECOLOGY LETTERS

Silvestro, D.; Castiglione, S.; Mondanaro, A.; Serio, C.; Melchionna, M.; Piras, P.; Di Febbraro, M.; Carotenuto, F.; Rook, L.; Raia, P.

Why should we add early exits to neural networks?

2020 - COGNITIVE COMPUTATION

Scardapane, S.; Scarpiniti, M.; Baccarelli, E.; Uncini, A.

Brain tumor segmentation using 2D-UNET convolutional neural network

2020 - Deep learning for cancer diagnosis

Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Deep learning for brain tumor segmentation

2020 - Deep learning for cancer diagnosis

Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Multidimensional feeding of LSTM networks for multivariate prediction of energy time series

2020 -

Succetti, F.; Rosato, A.; Araneo, R.; Panella, M.

A combined deep learning approach for time series prediction in energy environments

2020 - Conference Record - Industrial and Commercial Power Systems Technical Conference

Rosato, A.; Succetti, F.; Araneo, R.; Andreotti, A.; Mitolo, M.; Panella, M.

Automatic crack detection on road pavements using encoder-decoder architecture

2020 - MATERIALS

Fan, Z.; Li, C.; Chen, Y.; Wei, J.; Loprencipe, G.; Chen, X.; Di Mascio, P.

Ensemble of deep convolutional neural networks for automatic pavement crack detection and measurement

2020 - COATINGS

Fan, Z.; Li, C.; Chen, Y.; Di Mascio, P.; Chen, X.; Zhu, G.; Loprencipe, G.

Tack project. Tunnel and bridge automatic crack monitoring using deep learning and photogrammetry

2020 - INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES

Belloni, V.; SjÃ¶lander, A.; Ravanelli, R.; Crespi, M.; Nascetti, A.

Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series

2020 - IEEE ACCESS

Succetti, Federico; Rosato, Antonello; Araneo, Rodolfo; Panella, Massimo

Deep learning-based pixel-wise lesion segmentation on oral squamous cell carcinoma images

2020 - APPLIED SCIENCES

Martino, F.; Bloisi, D. D.; Pennisi, A.; Fawakherji, M.; Ilardi, G.; Russo, D.; Nardi, D.; Staibano, S.; Merolla, F.

Deep Learning for local damage identification in large space structures via sensor-measured time responses

2020 - Proceedings of the International Astronautical Congress, IAC

Iannelli, P.; Angeletti, F.; Gasbarri, P.; Panella, M.; Rosato, A.

Cyclic alternating pattern in children with obstructive sleep apnea and its relationship with adenotonsillectomy, behavior, cognition, and quality of life