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
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.
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications
2020 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C.
An Ensemble Based Classification Approach for Persian Sentiment Analysis
2021 Dashtipour, K.; Ieracitano, C.; Morabito, F. C.; Raza, A.; Hussain, A.
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.
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.
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
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 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.
Editorial Topical Collection: “Explainable and Augmented Machine Learning for Biosignals and Biomedical Images”
2023 Ieracitano, Cosimo; Mahmud, Mufti; Doborjeh, Maryam; Lay-Ekuakille, Aimé
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.
TIxAI: A Trustworthiness Index for eXplainable AI in skin lesions classification
2025 Ieracitano, C.; Ieracitano, C.; Morabito, F. C.; Hussain, A.; Suffian, M.; Mammone, N.; Morabito, F. C.; Hussain, A.; Suffian, M.; Mammone, N.
A novel approach to shadow boundary detection based on an adaptive direction-tracking filter for brain-machine interface applications
2020 Ju, Z.; Gun, L.; Hussain, A.; Mahmud, M.; Ieracitano, C.
Editorial: Advances in brain-computer interface technologies for closed-loop neuromodulation
2023 Xu, Yuchen; Zhao, Hubin; Ieracitano, Cosimo
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.
A novel explainable machine learning approach for EEG-based brain-computer interface systems
2022 Ieracitano, C.; Mammone, N.; Hussain, A.; 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
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 Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting
2023 Varone, G.; Ieracitano, C.; Ciftcioglu, A. O.; Hussain, T.; Gogate, M.; Dashtipour, K.; Al-Tamimi, B. N.; Almoamari, H.; Akkurt, I.; Hussain, A.
| 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 | |
| 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. | |
| 1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications | 4.1 Articoli in Atti di convegno | 2020 | Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C. | |
| 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. | |
| 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. | |
| 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. | |
| 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 | |
| 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 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. | |
| 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 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. | |
| TIxAI: A Trustworthiness Index for eXplainable AI in skin lesions classification | 1.1 Articolo in rivista | 2025 | Ieracitano, C.; Ieracitano, C.; Morabito, F. C.; Hussain, A.; Suffian, M.; Mammone, N.; Morabito, F. C.; Hussain, A.; Suffian, M.; Mammone, N. | |
| A novel approach to shadow boundary detection based on an adaptive direction-tracking filter for brain-machine interface applications | 1.1 Articolo in rivista | 2020 | Ju, Z.; Gun, L.; Hussain, A.; Mahmud, M.; Ieracitano, C. | |
| Editorial: Advances in brain-computer interface technologies for closed-loop neuromodulation | 1.1 Articolo in rivista | 2023 | Xu, Yuchen; Zhao, Hubin; Ieracitano, Cosimo | |
| 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. | |
| A novel explainable machine learning approach for EEG-based brain-computer interface systems | 1.1 Articolo in rivista | 2022 | Ieracitano, C.; Mammone, N.; Hussain, A.; 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 | |
| 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 Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting | 1.1 Articolo in rivista | 2023 | Varone, G.; Ieracitano, C.; Ciftcioglu, A. O.; Hussain, T.; Gogate, M.; Dashtipour, K.; Al-Tamimi, B. N.; Almoamari, H.; Akkurt, I.; Hussain, A. |