publications

2025

1. Artificial intelligence for advanced functional materials: exploring current and future directions

   Cristiano Malica, Kostya S Novoselov, Amanda S Barnard, and 8 more authors

   Journal of Physics: Materials, 2025
2. Modeling complex living systems via signal processing and deep learning

   Alberto Zancanaro and others

   2025
3. BlockDTW: Efficient and Scalable Similarity Search Algorithm for Healthcare-Focused Time-Series

   Alberto Zancanaro, Leonardo Badia, and Giulia Cisotto

   In 2025 IEEE Conference on Standards for Communications and Networking (CSCN), 2025

2024

1. Status update scheduling in remote sensing under variable activation and propagation delays

   Leonardo Badia, Alberto Zancanaro, Giulia Cisotto, and 1 more author

   Ad Hoc Networks, 2024
2. hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction

   Giulia Cisotto, Alberto Zancanaro, Italo F Zoppis, and 1 more author

   Frontiers in Neuroinformatics, 2024
3. An AI-empowered energy-efficient portable NIRS solution for precision agriculture: A pilot study on a citrus fruit

   Giulia Cisotto, Dagmawi Delelegn Tegegn, Alberto Zancanaro, and 4 more authors

   In 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS), 2024
4. The Impact of Mis-Labeled Artefacts on Deep Learning Models for EEG Analysis: a Case Study

   Alberto Zancanaro and Giulia Cisotto

   In International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, 2024

2023

1. Modeling value of information in remote sensing from correlated sources

   Alberto Zancanaro, Giulia Cisotto, and Leonardo Badia

   Computer Communications, 2023
2. Tackling age of information in access policies for sensing ecosystems

   Alberto Zancanaro, Giulia Cisotto, and Leonardo Badia

   Sensors, 2023
3. veegnet: A new deep learning model to classify and generate eeg

   Alberto Zancanaro, IF Zoppis, SL Manzoni, and 2 more authors

   In Proceedings of the 9th International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2023, Prague, Czech Republic, April 22-24, 2023, 2023
4. Impact of transmission delays over age of information under finite horizon scheduling

   Alberto Zancanaro, Giulia Cisotto, Andrea Munari, and 1 more author

   In 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2023
5. hvEEGNet: exploiting hierarchical VAEs on EEG data for neuroscience applications

   Giulia Cisotto, Alberto Zancanaro, Italo F Zoppis, and 1 more author

   arXiv preprint arXiv:2312.00799, 2023
6. vEEGNet: learning latent representations to reconstruct EEG raw data via variational autoencoders

   Alberto Zancanaro, Giulia Cisotto, Italo Zoppis, and 1 more author

   In International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2023

2022

1. Challenges of the age of information paradigm for metrology in cyberphysical ecosystems

   Alberto Zancanaro, Giulia Cisotto, and Leonardo Badia

   In 2022 IEEE International Workshop on Metrology for Living Environment (MetroLivEn), 2022
2. Variational autoencoder for early stress detection in smart agriculture: A pilot study

   Alberto Zancanaro, Giulia Cisotto, Dagmawi Delelegn Tegegn, and 4 more authors

   In 2022 IEEE Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2022
3. Analytical evaluation of age of information in networks of correlated sources

   Laura Crosara, Alberto Zancanaro, Giulia Cisotto, and 2 more authors

   In 2022 IEEE Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2022

2021

1. CNN-based approaches for cross-subject classification in motor imagery: From the state-of-the-art to DynamicNet

   Alberto Zancanaro, Giulia Cisotto, João Ruivo Paulo, and 2 more authors

   In 2021 IEEE conference on computational intelligence in bioinformatics and computational biology (CIBCB), 2021
2. Proceedings of the 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)

   A Zancanaro, G Cisotto, JR Paulo, and 2 more authors

   2021