Sfoglia per Autore
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia
2020-01-01 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches
2021-01-01 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
A novel explainable machine learning approach for EEG-based brain-computer interface systems
2021-01-01 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials
2021-01-01 Ieracitano, C.; Paviglianiti, A.; Mammone, Nadia; Versaci, M.; Pasero, E.; Morabito, F. C.
An Ensemble Based Classification Approach for Persian Sentiment Analysis
2021-01-01 Dashtipour, K.; Ieracitano, C.; Morabito, F. C.; Raza, A.; Hussain, A.
Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem
2021-01-01 Versaci, Mario; Mammone, Nadia; Ieracitano, Cosimo; Morabito, Francesco Carlo
An explainable Artificial Intelligence approach to study MCI to AD conversion via HD-EEG processing
2021-01-01 Morabito, F. C.; Ieracitano, C.; Mammone, N.
MPnnet: A Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces
2021-01-01 Mammone, N.; Ieracitano, C.; Morabito, F. C.
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers
2021-01-01 Ieracitano, C.; Paviglianiti, A.; Campolo, M.; Hussain, A.; Pasero, E.; Morabito, F. C.
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
2021-01-01 Guellil, I.; Adeel, A.; Azouaou, F.; Benali, F.; Hachani, A. -E.; Dashtipour, K.; Gogate, M.; Ieracitano, C.; Kashani, R.; Hussain, A.
A Hybrid-Domain Deep Learning-Based BCI for Discriminating Hand Motion Planning from EEG Sources
2021-01-01 Ieracitano, C.; Morabito, F. C.; Hussain, A.; Mammone, N.
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
2021-01-01 Guellil, I.; Adeel, A.; Azouaou, F.; Benali, F.; Hachani, A. -E.; Dashtipour, K.; Gogate, M.; Ieracitano, C.; Kashani, R.; Hussain, A.
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images
2022-01-01 Ieracitano, C.; Mammone, N.; Versaci, M.; Varone, G.; Ali, A. -R.; Armentano, A.; Calabrese, G.; Ferrarelli, A.; Turano, L.; Tebala, C.; Hussain, Z.; Sheikh, Z.; Sheikh, A.; Sceni, G.; Hussain, A.; Morabito, F. C.
Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps
2022-01-01 Mammone, N.; Ieracitano, C.; Spataro, R.; Guger, C.; Cho, W.; Morabito, F. C.
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures
2022-01-01 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C.
A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls
2022-01-01 Varone, G.; Boulila, W.; Lo Giudice, M.; Benjdira, B.; Mammone, N.; Ieracitano, C.; Dashtipour, K.; Neri, S.; Gasparini, S.; Morabito, F. C.; Hussain, A.; Aguglia, U.
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder
2022-01-01 Mahmud, M.; Kaiser, M. S.; Rahman, M. A.; Wadhera, T.; Brown, D. J.; Shopland, N.; Burton, A.; Hughes-Roberts, T.; Mamun, S. A.; Ieracitano, C.; Tania, M. H.; Moni, M. A.; Islam, M. S.; Ray, K.; Hossain, M. S.
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications
2022-01-01 Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. C.
Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance
2022-01-01 Versaci, Mario; Ieracitano, Cosimo; Mammone, Nadia; Sceni, Giuseppe; Morabito, Francesco Carlo
A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers
2022-01-01 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia | 1-gen-2020 | Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C. | |
| Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches | 1-gen-2021 | Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo | |
| A novel explainable machine learning approach for EEG-based brain-computer interface systems | 1-gen-2021 | Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C. | |
| SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials | 1-gen-2021 | Ieracitano, C.; Paviglianiti, A.; Mammone, Nadia; Versaci, M.; Pasero, E.; Morabito, F. C. | |
| An Ensemble Based Classification Approach for Persian Sentiment Analysis | 1-gen-2021 | Dashtipour, K.; Ieracitano, C.; Morabito, F. C.; Raza, A.; Hussain, A. | |
| Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem | 1-gen-2021 | Versaci, Mario; Mammone, Nadia; Ieracitano, Cosimo; Morabito, Francesco Carlo | |
| An explainable Artificial Intelligence approach to study MCI to AD conversion via HD-EEG processing | 1-gen-2021 | Morabito, F. C.; Ieracitano, C.; Mammone, N. | |
| MPnnet: A Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces | 1-gen-2021 | Mammone, N.; Ieracitano, C.; Morabito, F. C. | |
| A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers | 1-gen-2021 | Ieracitano, C.; Paviglianiti, A.; Campolo, M.; Hussain, A.; Pasero, E.; Morabito, F. C. | |
| A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect | 1-gen-2021 | Guellil, I.; Adeel, A.; Azouaou, F.; Benali, F.; Hachani, A. -E.; Dashtipour, K.; Gogate, M.; Ieracitano, C.; Kashani, R.; Hussain, A. | |
| A Hybrid-Domain Deep Learning-Based BCI for Discriminating Hand Motion Planning from EEG Sources | 1-gen-2021 | Ieracitano, C.; Morabito, F. C.; Hussain, A.; Mammone, N. | |
| A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect | 1-gen-2021 | Guellil, I.; Adeel, A.; Azouaou, F.; Benali, F.; Hachani, A. -E.; Dashtipour, K.; Gogate, M.; Ieracitano, C.; Kashani, R.; Hussain, A. | |
| A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images | 1-gen-2022 | Ieracitano, C.; Mammone, N.; Versaci, M.; Varone, G.; Ali, A. -R.; Armentano, A.; Calabrese, G.; Ferrarelli, A.; Turano, L.; Tebala, C.; Hussain, Z.; Sheikh, Z.; Sheikh, A.; Sceni, G.; Hussain, A.; Morabito, F. C. | |
| Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps | 1-gen-2022 | Mammone, N.; Ieracitano, C.; Spataro, R.; Guger, C.; Cho, W.; Morabito, F. C. | |
| Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures | 1-gen-2022 | Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C. | |
| A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls | 1-gen-2022 | Varone, G.; Boulila, W.; Lo Giudice, M.; Benjdira, B.; Mammone, N.; Ieracitano, C.; Dashtipour, K.; Neri, S.; Gasparini, S.; Morabito, F. C.; Hussain, A.; Aguglia, U. | |
| Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder | 1-gen-2022 | Mahmud, M.; Kaiser, M. S.; Rahman, M. A.; Wadhera, T.; Brown, D. J.; Shopland, N.; Burton, A.; Hughes-Roberts, T.; Mamun, S. A.; Ieracitano, C.; Tania, M. H.; Moni, M. A.; Islam, M. S.; Ray, K.; Hossain, M. S. | |
| Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications | 1-gen-2022 | Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. C. | |
| Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance | 1-gen-2022 | Versaci, Mario; Ieracitano, Cosimo; Mammone, Nadia; Sceni, Giuseppe; Morabito, Francesco Carlo | |
| A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers | 1-gen-2022 | Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo |
Legenda icone
- file ad accesso aperto
- file disponibili sulla rete interna
- file disponibili agli utenti autorizzati
- file disponibili solo agli amministratori
- file sotto embargo
- nessun file disponibile