Cosimo Ieracitano

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Epileptic Seizures

Sentiment Analysis

Top Venues

Publications

Cosimo Ieracitano, Francesco Carlo Morabito, Stefano Squartini, Kaizhu Huang, Xuelong Li, Mufti Mahmud
Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. Cogn. Comput. 16 (3) (2024)
Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco Carlo Morabito
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals. Int. J. Neural Syst. 34 (2) (2024)
Cosimo Ieracitano, Nadia Mammone, Fanny Spagnolo, Fabio Frustaci, Stefania Perri, Pasquale Corsonello, Francesco Carlo Morabito
An explainable embedded neural system for on-board ship detection from optical satellite imagery. Eng. Appl. Artif. Intell. 133 (2024)
Giuseppe Varone, Cosimo Ieracitano, Aybike Özyüksel Çiftçioglu, Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Bassam Naji Al-Tamimi, Hani Almoamari, Iskender Akkurt, Amir Hussain
A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting. Entropy 25 (2) (2023)
Nadia Mammone, Cosimo Ieracitano, Hojjat Adeli, Francesco Carlo Morabito
AutoEncoder Filter Bank Common Spatial Patterns to Decode Motor Imagery From EEG. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Cosimo Ieracitano, Mufti Mahmud, Maryam Doborjeh, Aimé Lay-Ekuakille
Editorial Topical Collection: "Explainable and Augmented Machine Learning for Biosignals and Biomedical Images". Sensors 23 (24) (2023)
Mario Versaci, Cosimo Ieracitano, Nadia Mammone, Giuseppe Sceni, Francesco Carlo Morabito
Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance. FUZZ-IEEE (2022)
Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Giovanbattista Gaspare Tripodi, Edoardo Ferlazzo, Sara Gasparini, Umberto Aguglia, Francesco Carlo Morabito
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures. Entropy 24 (1) (2022)
Giuseppe Varone, Wadii Boulila, Michele Lo Giudice, Bilel Benjdira, Nadia Mammone, Cosimo Ieracitano, Kia Dashtipour, Sabrina Neri, Sara Gasparini, Francesco Carlo Morabito, Amir Hussain, Umberto Aguglia
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. Sensors 22 (1) (2022)
Cosimo Ieracitano, Francesco Nicoletti, Natale Arcuri, Giuseppe Ruggeri, Mario Versaci, Francesco Carlo Morabito, Nadia Mammone
A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation. Cogn. Comput. 14 (6) (2022)
Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
A novel explainable machine learning approach for EEG-based brain-computer interface systems. Neural Comput. Appl. 34 (14) (2022)
Mufti Mahmud, M. Shamim Kaiser, Muhammad Arifur Rahman, Tanu Wadhera, David J. Brown, Nicholas Shopland, Andrew M. Burton, Thomas Hughes-Roberts, Shamim Al Mamun, Cosimo Ieracitano, Marzia Hoque Tania, Mohammad Ali Moni, Sheikh Mohammed Shariful Islam, Kanad Ray, Mohammad Shahadat Hossain
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. HCI (8) (2022)
Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo Mandic, Francesco Carlo Morabito
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. AII (2022)
Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers. Int. J. Neural Syst. 32 (12) (2022)
Cosimo Ieracitano, Nadia Mammone, Mario Versaci, Giuseppe Varone, Abder-Rahman Ali, Antonio Armentano, Grazia Calabrese, Anna Ferrarelli, Lorena Turano, Carmela Tebala, Zain Hussain, Zakariya Sheikh, Aziz Sheikh, Giuseppe Sceni, Amir Hussain, Francesco Carlo Morabito
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images. Neurocomputing 481 (2022)
Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco Carlo Morabito
Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps. AII (2022)
Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito
Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. IJCNN (2022)
Mario Versaci, Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem. Comput. Appl. Math. 40 (2) (2021)
Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito
Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches. EANN (2021)
Cosimo Ieracitano, Francesco Carlo Morabito, Amir Hussain, Nadia Mammone
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources. Int. J. Neural Syst. 31 (9) (2021)
Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Fodil Benali, Ala-Eddine Hachani, Kia Dashtipour, Mandar Gogate, Cosimo Ieracitano, Reza Kashani, Amir Hussain
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect. SN Comput. Sci. 2 (2) (2021)
Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces. IJCNN (2021)
Cosimo Ieracitano, Annunziata Paviglianiti, Maurizio Campolo, Amir Hussain, Eros Pasero, Francesco Carlo Morabito
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers. IEEE CAA J. Autom. Sinica 8 (1) (2021)
Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. IJCNN (2020)
Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia. Neural Networks 123 (2020)
Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. IJCNN (2020)
Lotfi Farah, Amir Hussain, Abdelfateh Kerrouche, Cosimo Ieracitano, Jamil Ahmad, Mufti Mahmud
A Highly-Efficient Fuzzy-Based Controller With High Reduction Inputs and Membership Functions for a Grid-Connected Photovoltaic System. IEEE Access 8 (2020)
Cosimo Ieracitano, Ahsan Adeel, Francesco Carlo Morabito, Amir Hussain
A novel statistical analysis and autoencoder driven intelligent intrusion detection approach. Neurocomputing 387 (2020)
Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
A deep CNN approach to decode motor preparation of upper limbs from time-frequency maps of EEG signals at source level. Neural Networks 124 (2020)
Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti, Silvia Marino, Amir Hussain, Francesco Carlo Morabito
A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing. IJCNN (2019)
Ahsan Adeel, Mandar Gogate, Saadullah Farooq, Cosimo Ieracitano, Kia Dashtipour, Hadi Larijani, Amir Hussain
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. CoRR (2019)
Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti, Amir Hussain, Francesco Carlo Morabito
A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings. Neurocomputing 323 (2019)
Nadia Mammone, Simona De Salvo, Lilla Bonanno, Cosimo Ieracitano, Silvia Marino, Angela Marra, Alessia Bramanti, Francesco Carlo Morabito
Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects. IEEE Trans. Ind. Informatics 15 (1) (2019)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
Exploiting Deep Learning for Persian Sentiment Analysis. CoRR (2018)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
Exploiting Deep Learning for Persian Sentiment Analysis. BICS (2018)
Nadia Mammone, Cosimo Ieracitano, Hojjat Adeli, Alessia Bramanti, Francesco Carlo Morabito
Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. CoRR (2018)
Sara Gasparini, Maurizio Campolo, Cosimo Ieracitano, Nadia Mammone, Edoardo Ferlazzo, Chiara Sueri, Giovanbattista Gaspare Tripodi, Umberto Aguglia, Francesco Carlo Morabito
Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures. Entropy 20 (2) (2018)
Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. BICS (2018)
Nadia Mammone, Simona De Salvo, Cosimo Ieracitano, Silvia Marino, Emanuele Cartella, Alessia Bramanti, Roberto Giorgianni, Francesco Carlo Morabito
Compressibility of High-Density EEG Signals in Stroke Patients. Sensors 18 (12) (2018)
Nadia Mammone, Simona De Salvo, Cosimo Ieracitano, Silvia Marino, Angela Marra, Francesco Corallo, Francesco Carlo Morabito
A Permutation Disalignment Index-Based Complex Network Approach to Evaluate Longitudinal Changes in Brain-Electrical Connectivity. Entropy 19 (10) (2017)
Cosimo Ieracitano, Jonas Duun-Henriksen, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito
Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patients. IJCNN (2017)
Cosimo Ieracitano, Fabiola Pantò, Patrizia Frontera, Francesco Carlo Morabito
A Neural Network Approach for Predicting the Diameters of Electrospun Polyvinylacetate (PVAc) Nanofibers. EANN (2017)
Kia Dashtipour, Cosimo Ieracitano, Francesco Carlo Morabito, Ali Raza, Amir Hussain
An Ensemble Based Classification Approach for Persian Sentiment Analysis. IIH-MSP (1) (2017)
Cosimo Ieracitano, Annunziata Paviglianiti, Nadia Mammone, Mario Versaci, Eros Pasero, Francesco Carlo Morabito
SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials. IIH-MSP (1) (2017)
Nadia Mammone, Lilla Bonanno, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Hojjat Adeli, Cosimo Ieracitano, Maurizio Campolo, Francesco Carlo Morabito
Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. CEC (2016)
Francesco Carlo Morabito, Maurizio Campolo, Cosimo Ieracitano, Javad Mohammad Ebadi, Lilla Bonanno, Alessia Bramanti, Simona De Salvo, Nadia Mammone, Placido Bramanti
Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings. RTSI (2016)