Nadia Mammone
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
7
Active years
2005–2025
Best venue rank
B
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | HCI | Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence. | Mufti Mahmud, David J. Brown, Yuan Shen, Muhammad Arifur Rahman, Jun He, M. Shamim Kaiser, Hamzah Luqman, Sajib Mistry, Noushath Shaffi, Vimbi Viswan, Md. Mostafizur Rahman, Shamim Al Mamun, Tamanna Sharmeen, Rasha Alahmad, V. N. Manjunath Aradhya, Mohammad Farukh Hashmi, Shuqiang Wang, Cosimo Ieracitano, Nadia Mammone, Maryam Doborjeh, Kanad Ray |
| 2025 | IJCNN | A Few-Shot Learning Approach for Sim2Real Martian Imagery Classification. | Hicham Bouchana, Alessandro Campolo, Cosimo Ieracitano, Nadia Mammone, Gabriele Berardi, Piergiorgio Lanza, Francesco Carlo Morabito |
| 2025 | IJCNN | Movie-ing the EEG: a Hybrid CNN-Transformer-based Framework for decoding EEG signals for BCI applications. | Muhammad Suffian Nizami, Cosimo Ieracitano, Francesco Carlo Morabito, Nadia Mammone |
| 2022 | IJCNN | Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. | Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito |
| 2021 | EANN | Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches. | Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito |
| 2021 | IJCNN | MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces. | Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito |
| 2020 | IJCNN | 1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. | Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito |
| 2020 | IJCNN | A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. | Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito |
| 2019 | IJCNN | A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing. | Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti, Silvia Marino, Amir Hussain, Francesco Carlo Morabito |
| 2017 | IJCNN | Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patients. | Cosimo Ieracitano, Jonas Duun-Henriksen, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito |
| 2016 | CEC | Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. | Nadia Mammone, Lilla Bonanno, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Hojjat Adeli, Cosimo Ieracitano, Maurizio Campolo, Francesco Carlo Morabito |
| 2016 | IJCNN | Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. | Elisa Capecci, Zohreh Gholami Doborjeh, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Nikola K. Kasabov |
| 2015 | IJCNN | Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. | Elisa Capecci, Josafath Israel Espinosa Ramos, Nadia Mammone, Nikola K. Kasabov, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito |
| 2015 | IJCNN | Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography. | Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito |
| 2013 | IJCNN | SVM classification of epileptic EEG recordings through multiscale permutation entropy. | Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito |
| 2011 | IJCNN | Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering. | Nadia Mammone, Francesco Carlo Morabito |
| 2009 | EANN | Clustering of Entropy Topography in Epileptic Electroencephalography. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito |
| 2009 | IJCNN | Entropy spatial clustering in epileptic EEG. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito |
| 2008 | IJCNN | Mutual information for measuring independence of STLmax time series in the epileptic brain. | Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci, Umberto Aguglia |
| 2007 | IJCNN | Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings. | Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2007 | KES | Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism. | Nadia Mammone, Maurizio Fiasch, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci |
| 2007 | KES | Multiresolution ICA for Artifact Identification from Electroencephalographic Recordings. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito |
| 2006 | ICONIP | Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics. | Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2005 | ESANN | A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. | Bruno Azzerboni, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2005 | IJCNN | Independent component analysis and high-order statistics for automatic artifact rejection. | Nadia Mammone, Francesco Carlo Morabito |