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
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
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
The Use of Artificial Intelligence for Space Applications
2023 Ieracitano, Cosimo; Mammone, Nadia; Di Clemente, Marco; Mahmud, Mufti; Furfaro, Roberto; Carlo Morabito, Francesco
Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects
2019 Mammone, N; De Salvo, S; Bonanno, L; Ieracitano, C; Marino, S; Marra, A; Bramanti, A; Morabito, Fc
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
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers
2021 Ieracitano, C.; Paviglianiti, A.; Campolo, M.; Hussain, A.; Pasero, E.; Morabito, F. C.
Coherence-based complex network analysis of absence seizure EEG signals
2019 Mammone, N; Ieracitano, C; Duun-Henriksen, J; Kjaer, T W; Morabito, F C
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
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
2021 Ieracitano, C.; Morabito, F. C.; Hussain, A.; Mammone, N.
A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls
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.
Editorial Topical Collection: “Explainable and Augmented Machine Learning for Biosignals and Biomedical Images”
2023 Ieracitano, Cosimo; Mahmud, Mufti; Doborjeh, Maryam; Lay-Ekuakille, Aimé
A deep CNN approach to decode motor preparation of upper limbs from time–frequency maps of EEG signals at source level
2020 Mammone, N.; Ieracitano, C.; Morabito, F. C.
A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation
2022 Ieracitano, C; Nicoletti, F; Arcuri, N; Ruggeri, G; Versaci, M; Morabito, Fc; Mammone, N
Editorial: Advances in brain-computer interface technologies for closed-loop neuromodulation
2023 Xu, Yuchen; Zhao, Hubin; Ieracitano, Cosimo
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications
2022 Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. 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
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.
SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials
2021 Ieracitano, C.; Paviglianiti, A.; Mammone, Nadia; Versaci, M.; Pasero, E.; 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 | |
| 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 | |
| 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 | |
| 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 | |
| Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects | 1.1 Articolo in rivista | 2019 | Mammone, N; De Salvo, S; Bonanno, L; Ieracitano, C; Marino, S; Marra, A; Bramanti, A; Morabito, Fc | |
| 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 | |
| A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers | 1.1 Articolo in rivista | 2021 | Ieracitano, C.; Paviglianiti, A.; Campolo, M.; Hussain, A.; Pasero, E.; Morabito, F. C. | |
| Coherence-based complex network analysis of absence seizure EEG signals | 2.1 Contributo in volume (Capitolo o Saggio) | 2019 | Mammone, N; Ieracitano, C; Duun-Henriksen, J; Kjaer, T W; Morabito, F C | |
| A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect | 1.1 Articolo in rivista | 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 | 1.1 Articolo in rivista | 2021 | Ieracitano, C.; Morabito, F. C.; Hussain, A.; Mammone, N. | |
| A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls | 1.1 Articolo in rivista | 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. | |
| 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 | |
| A deep CNN approach to decode motor preparation of upper limbs from time–frequency maps of EEG signals at source level | 1.1 Articolo in rivista | 2020 | Mammone, N.; Ieracitano, C.; Morabito, F. C. | |
| A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation | 1.1 Articolo in rivista | 2022 | Ieracitano, C; Nicoletti, F; Arcuri, N; Ruggeri, G; Versaci, M; Morabito, Fc; Mammone, N | |
| Editorial: Advances in brain-computer interface technologies for closed-loop neuromodulation | 1.1 Articolo in rivista | 2023 | Xu, Yuchen; Zhao, Hubin; Ieracitano, Cosimo | |
| Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications | 2.1 Contributo in volume (Capitolo o Saggio) | 2022 | Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. 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 | |
| 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. | |
| SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials | 2.1 Contributo in volume (Capitolo o Saggio) | 2021 | Ieracitano, C.; Paviglianiti, A.; Mammone, Nadia; Versaci, M.; Pasero, E.; Morabito, F. C. |