Pubblicazioni

Convolutional neural networks for the detection of esca disease complex in asymptomatic grapevine leaves

2024 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carraro, A.; Saurio, G.; Lopez-Maestresalas, A.; Scardapane, S.; Marinello, F.

Learning visual stimulus-evoked EEG manifold for neural image classification

2024 - NEUROCOMPUTING
Faciglia, Salvatore; Betello, Filippo; Russo, Samuele; Napoli, Christian

The use of Artificial Intelligence in liver histopathology field: a systematic review

2024 - DIAGNOSTICS
Grignaffini, F.; Barbuto, F.; Troiano, M.; Piazzo, L.; Simeoni, P.; Mangini, F.; De Stefanis, C.; Onetti Muda, A.; Frezza, F.; Alisi, A.

Two-step interpretable modeling of ICU-AIs

2024 - ARTIFICIAL INTELLIGENCE IN MEDICINE
Lancia, G.; Varkila, M. R. J.; Cremer, O. L.; Spitoni, C.

A computer vision-based quality assessment technique for the automatic control of consumables for analytical laboratories

2024 - EXPERT SYSTEMS WITH APPLICATIONS
Zribi, Meriam; Pagliuca, Paolo; Pitolli, Francesca

Exploring AI Progress in GNSS Remote Sensing: A Deep Learning Based Framework for Real‐Time Detection of Earthquake and Tsunami Induced Ionospheric Perturbations

2024 - RADIO SCIENCE
Ravanelli, Michela; Constantinou, Valentino; Liu, Hamlin; Bortnik, Jacob

Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning

2024 - IEEE ACCESS
Zaramella, M.; Zhu, X.; Amerini, I.

How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing

2024 - Proceedings of Machine Learning Research
Huang, K.; Wang, Y. G.; Li, M.; Lio, P.

From Online Behaviours to Images: A Novel Approach to Social Bot Detection

2023 - Computational Science – ICCS 2023
DI PAOLO, Edoardo; Petrocchi, Marinella; Spognardi, Angelo

Visual odometry with depth-wise separable convolution and quaternion neural networks

2023 - CEUR Workshop Proceedings
De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T.

A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images

2023 - IMAGE AND VISION COMPUTING
Bruni, V.; Vitulano, D.; Marconi, S.

Convolutional neural networks for the automatic control of consumables for analytical laboratories

2023 - Convolutional neural networks for the automatic control of consumables for analytical laboratories
Zribi, Meriam; Pagliuca, Paolo; Pitolli, Francesca

Crack Monitoring from Motion (CMfM): Crack detection and measurement using cameras with non-fixed positions

2023 - AUTOMATION IN CONSTRUCTION
Belloni, Valeria; Sjölander, Andreas; Ravanelli, Roberta; Crespi, Mattia; Nascetti, Andrea

Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images

2023 - ALGORITHMS
Grignaffini, F.; Troiano, M.; Barbuto, F.; Simeoni, P.; Mangini, F.; D'Andrea, G.; Piazzo, L.; Cantisani, C.; Musolff, N.; Ricciuti, C.; Frezza, F.

Automatic cerebral hemisphere segmentation in rat MRI with ischemic lesions via attention-based convolutional neural networks

2023 - NEUROINFORMATICS
Valverde, Juan Miguel; Shatillo, Artem; De Feo, Riccardo; Tohka, Jussi

Quaternion neural networks for multidimensional applications. An Overview

2023 - ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity
Buscarino, A.; Famoso, C.; Comminiello, D.; Patane, L.

Land Cover Mapping with Convolutional Neural Networks Using Sentinel-2 Images: Case Study of Rome

2023 - LAND
Cecili, G.; De Fioravante, P.; Dichicco, P.; Congedo, L.; Marchetti, M.; Munafo, M.

A NLP and YOLOv8-Integrated Approach for Enabling Visually Impaired Individuals to Interpret Their Environment

2023 - SYSTEM 2023 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023
Avanzato, R.; Mandelli, L.; Randieri, C.

Use of parallel ResNet for high-performance pavement crack detection and measurement

2022 - SUSTAINABILITY
Fan, Zhun; Lin, Huibiao; Li, Chong; Su, Jian; Bruno, Salvatore; Loprencipe, Giuseppe

Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays

2022 - PATTERN RECOGNITION
Guarrasi, V.; D'Amico, N. C.; Sicilia, R.; Cordelli, E.; Soda, P.

Deep learning hybrid techniques for brain tumor segmentation

2022 - SENSORS
Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review

2022 - ALGORITHMS
Grignaffini, Flavia; Barbuto, Francesco; Piazzo, Lorenzo; Troiano, Maurizio; Simeoni, Patrizio; Mangini, Fabio; Pellacani, Giovanni; Cantisani, Carmen; Frezza, Fabrizio

An Entropy-Based Speed Up for Hyperspectral Data Classification Via CNN

2022 - Proceedings of 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
Bruni, V.; Monteverde, G.; Vitulano, D.

A Machine Learning Snowfall Retrieval Algorithm for ATMS

2022 - REMOTE SENSING
Sanò, Paolo; Casella, Daniele; Camplani, Andrea; Pio D'Adderio, Leo; Panegrossi, Giulia

Deep Learning to Jointly Analyze Images and Clinical Data for Disease Detection

2021 - Studies in Classification, Data Analysis, and Knowledge Organization
Crobu, F.; Di Ciaccio, Agostino

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