IERACITANO, Cosimo
IERACITANO, Cosimo
DIPARTIMENTO DI INGEGNERIA CHIMICA, DEI MATERIALI E DELLA PRODUZIONE INDUSTRIALE
Explainable deep learning to information extraction in diagnostics and electrophysiological multivariate time series
2024 Morabito, Francesco Carlo; Campolo, Maurizio; Ieracitano, Cosimo; Mammone, Nadia
An Ensemble Based Classification Approach for Persian Sentiment Analysis
2021 Dashtipour, K.; Ieracitano, C.; Morabito, F. C.; Raza, A.; Hussain, A.
Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals' Wavelet Coherence
2017 Ieracitano, C; Mammone, N; La Foresta, F; Morabito, F C
On the Use of Quasi-Sigmoids in Function Approximation Problems with Neural Networks
2023 Morabito, F. C.; Campolo, M.; Ieracitano, C.
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia
2020 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
METHOD FOR DETECTING A CONVERSION FROM MILD COGNITIVE IMPAIRMENT TO ALZHEIMER DISEASE
2019 Mammone, N; Morabito, F C; Bramanti, P ; Bramanti, A; Campolo, M; Ieracitano, C; Bonanno, L
The Use of Artificial Intelligence for Space Applications
2023 Ieracitano, Cosimo; Mammone, Nadia; Di Clemente, Marco; Mahmud, Mufti; Furfaro, Roberto; Carlo Morabito, Francesco
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management
2019 Adeel, Ahsan; Gogate, Mandar; Farooq, Saadullah; Ieracitano, Cosimo; Dashtipour, Kia; Larijani, Hadi; Hussain, Amir
Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches
2021 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
Editorial Topical Collection: “Explainable and Augmented Machine Learning for Biosignals and Biomedical Images”
2023 Ieracitano, Cosimo; Mahmud, Mufti; Doborjeh, Maryam; Lay-Ekuakille, Aimé
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder
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.
Compressibility of High-Density EEG Signals in Stroke Patients
2018 Mammone, N; De Salvo, S; Ieracitano, C; Marino, S; Cartella, E; Bramanti, A; Giorgianni, R; Morabito, Fc
Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications
2022 Giudice, M. L.; Mammone, N.; Ieracitano, C.; Campolo, M.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C.
MPnnet: A Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces
2021 Mammone, N.; Ieracitano, C.; Morabito, F. C.
An explainable embedded neural system for on-board ship detection from optical satellite imagery
2024 Ieracitano, C.; Mammone, N.; Spagnolo, F.; Frustaci, F.; Perri, S.; Corsonello, P.; Morabito, F. C.
A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers
2022 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
AutoEncoder Filter Bank Common Spatial Patterns to decode Motor Imagery from EEG
2023 Mammone, N.; Ieracitano, C.; Adeli, H.; Morabito, F. C.
A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia
2020 Ieracitano, Cosimo; Mammone, Nadia; Hussain, Amir; Morabito, Francesco C
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals
2024 Mammone, Nadia; Ieracitano, Cosimo; Spataro, Rossella; Guger, Christoph; Cho, Woosang; Morabito, Francesco Carlo
Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases
2025 Abadal, S.; Galvan, P.; Marmol, A.; Mammone, N.; Ieracitano, C.; Lo Giudice, M.; Salvini, A.; Morabito, F. C.
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| Explainable deep learning to information extraction in diagnostics and electrophysiological multivariate time series | 2.1 Contributo in volume (Capitolo o Saggio) | 2024 | Morabito, Francesco Carlo; Campolo, Maurizio; Ieracitano, Cosimo; Mammone, Nadia | |
| An Ensemble Based Classification Approach for Persian Sentiment Analysis | 2.1 Contributo in volume (Capitolo o Saggio) | 2021 | Dashtipour, K.; Ieracitano, C.; Morabito, F. C.; Raza, A.; Hussain, A. | |
| Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals' Wavelet Coherence | 2.1 Contributo in volume (Capitolo o Saggio) | 2017 | Ieracitano, C; Mammone, N; La Foresta, F; Morabito, F C | |
| On the Use of Quasi-Sigmoids in Function Approximation Problems with Neural Networks | 2.1 Contributo in volume (Capitolo o Saggio) | 2023 | Morabito, F. C.; Campolo, M.; Ieracitano, C. | |
| A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia | 4.1 Articoli in Atti di convegno | 2020 | Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C. | |
| METHOD FOR DETECTING A CONVERSION FROM MILD COGNITIVE IMPAIRMENT TO ALZHEIMER DISEASE | 6.1 Brevetto | 2019 | Mammone, N; Morabito, F C; Bramanti, P ; Bramanti, A; Campolo, M; Ieracitano, C; Bonanno, L | |
| The Use of Artificial Intelligence for Space Applications | 2.2 Prefazione/Postfazione | 2023 | Ieracitano, Cosimo; Mammone, Nadia; Di Clemente, Marco; Mahmud, Mufti; Furfaro, Roberto; Carlo Morabito, Francesco | |
| A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management | 2.1 Contributo in volume (Capitolo o Saggio) | 2019 | Adeel, Ahsan; Gogate, Mandar; Farooq, Saadullah; Ieracitano, Cosimo; Dashtipour, Kia; Larijani, Hadi; Hussain, Amir | |
| Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches | 2.1 Contributo in volume (Capitolo o Saggio) | 2021 | Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo | |
| Editorial Topical Collection: “Explainable and Augmented Machine Learning for Biosignals and Biomedical Images” | 1.1 Articolo in rivista | 2023 | Ieracitano, Cosimo; Mahmud, Mufti; Doborjeh, Maryam; Lay-Ekuakille, Aimé | |
| Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder | 2.1 Contributo in volume (Capitolo o Saggio) | 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. | |
| Compressibility of High-Density EEG Signals in Stroke Patients | 1.1 Articolo in rivista | 2018 | Mammone, N; De Salvo, S; Ieracitano, C; Marino, S; Cartella, E; Bramanti, A; Giorgianni, R; Morabito, Fc | |
| Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications | 4.1 Articoli in Atti di convegno | 2022 | Giudice, M. L.; Mammone, N.; Ieracitano, C.; Campolo, M.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C. | |
| MPnnet: A Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces | 4.1 Articoli in Atti di convegno | 2021 | Mammone, N.; Ieracitano, C.; Morabito, F. C. | |
| An explainable embedded neural system for on-board ship detection from optical satellite imagery | 1.1 Articolo in rivista | 2024 | Ieracitano, C.; Mammone, N.; Spagnolo, F.; Frustaci, F.; Perri, S.; Corsonello, P.; Morabito, F. C. | |
| A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers | 1.1 Articolo in rivista | 2022 | Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo | |
| AutoEncoder Filter Bank Common Spatial Patterns to decode Motor Imagery from EEG | 1.1 Articolo in rivista | 2023 | Mammone, N.; Ieracitano, C.; Adeli, H.; Morabito, F. C. | |
| A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia | 1.1 Articolo in rivista | 2020 | Ieracitano, Cosimo; Mammone, Nadia; Hussain, Amir; Morabito, Francesco C | |
| A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals | 1.1 Articolo in rivista | 2024 | Mammone, Nadia; Ieracitano, Cosimo; Spataro, Rossella; Guger, Christoph; Cho, Woosang; Morabito, Francesco Carlo | |
| Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases | 1.1 Articolo in rivista | 2025 | Abadal, S.; Galvan, P.; Marmol, A.; Mammone, N.; Ieracitano, C.; Lo Giudice, M.; Salvini, A.; Morabito, F. C. |