Cosimo Ieracitano

62 papers B 10C 2Journal 33Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Few-Shot Learning Approach for Sim2Real Martian Imagery Classification. IJCNN Hicham Bouchana, Alessandro Campolo, Cosimo Ieracitano, Nadia Mammone, Gabriele Berardi, Piergiorgio Lanza, Francesco Carlo Morabito
2025	J	`jnl`	AI for space: theories, models and applications. Neural Comput. Appl. Cosimo Ieracitano, Nadia Mammone, Piergiorgio Lanza, Fei Gao, Bertrand Le Saux, Roberto Furfaro, Francesco Carlo Morabito
2025	J	`jnl`	An Explainable 3D-Deep Learning Model for EEG Decoding in Brain-Computer Interface Applications. Int. J. Neural Syst. Muhammad Suffian Nizami, Cosimo Ieracitano, Francesco Carlo Morabito, Nadia Mammone
2025	J	`jnl`	Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases. Neural Networks Sergi Abadal, Pablo Galván, Alberto Mármol, Nadia Mammone, Cosimo Ieracitano, Michele Lo Giudice, Alessandro Salvini, Francesco Carlo Morabito
2025	B	`conf`	Movie-ing the EEG: a Hybrid CNN-Transformer-based Framework for decoding EEG signals for BCI applications. IJCNN Muhammad Suffian Nizami, Cosimo Ieracitano, Francesco Carlo Morabito, Nadia Mammone
2025	—	`conf`	Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence. HCI (77) Mufti Mahmud, David J. Brown, Yuan Shen, Muhammad Arifur Rahman, Jun He, M. Shamim Kaiser, Hamzah Luqman, Sajib Mistry, Noushath Shaffi, Vimbi Viswan, M. Mostafizur Rahman, Shamim Al Mamun, Tamanna Sharmeen, Rasha Alahmad, V. N. Manjunath Aradhya, Mohammad Farukh Hashmi, Shuqiang Wang, Cosimo Ieracitano, Nadia Mammone, Maryam Doborjeh, Kanad Ray
2025	J	`jnl`	TIxAI: A Trustworthiness Index for eXplainable AI in skin lesions classification. Neurocomputing Cosimo Ieracitano, Francesco Carlo Morabito, Amir Hussain, Muhammad Suffian Nizami, Nadia Mammone
2024	—	`conf`	A Deep Learning Approach for the Automatic Video Classification of Silicone Oil Droplet Deformation Induced by Electrohydrodynamic Effect. RTSI Cosimo Ieracitano, Daniele Tammaro, Nadia Mammone, Volodymyr Tkachenko, Sara Coppola, Veronica Vespini, Pietro Ferraro, Simonetta Grilli, Francesco Carlo Morabito, Pier Luca Maffettone
2024	J	`jnl`	A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals. Int. J. Neural Syst. Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco Carlo Morabito
2024	J	`jnl`	An explainable embedded neural system for on-board ship detection from optical satellite imagery. Eng. Appl. Artif. Intell. Cosimo Ieracitano, Nadia Mammone, Fanny Spagnolo, Fabio Frustaci, Stefania Perri, Pasquale Corsonello, Francesco Carlo Morabito
2024	J	`jnl`	Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. Cogn. Comput. Cosimo Ieracitano, Francesco Carlo Morabito, Stefano Squartini, Kaizhu Huang, Xuelong Li, Mufti Mahmud
2024	—	`conf`	Towards a Deep Learning Approach to Discriminate Hereditary Anemias. RTSI Francesco Carlo Morabito, Cosimo Ieracitano, Nadia Mammone, Marika Valentino, Zhe Wang, Michela Schiavo, Vittorio Bianco, Anthony Iscaro, Antonella Nostroso, Immacolata Andolfo, Roberta Russo, Lisa Miccio
2023	—	`conf`	A Deep Neural Model for Embedded Brain-Computer Interfaces Controlled by EEG Signals. WIRN Oleksiy Chepyk, Arcangelo Bruna, Valeria Tomaselli, Nadia Mammone, Maurizio Campolo, Giuseppe Ruggeri, Cosimo Ieracitano, Francesco Carlo Morabito
2023	J	`jnl`	A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting. Entropy Giuseppe Varone, Cosimo Ieracitano, Aybike Özyüksel Çiftçioglu, Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Bassam Naji Al-Tamimi, Hani Almoamari, Iskender Akkurt, Amir Hussain
2023	J	`jnl`	AutoEncoder Filter Bank Common Spatial Patterns to Decode Motor Imagery From EEG. IEEE J. Biomed. Health Informatics Nadia Mammone, Cosimo Ieracitano, Hojjat Adeli, Francesco Carlo Morabito
2023	J	`jnl`	Editorial Topical Collection: "Explainable and Augmented Machine Learning for Biosignals and Biomedical Images". Sensors Cosimo Ieracitano, Mufti Mahmud, Maryam Doborjeh, Aimé Lay-Ekuakille
2022	J	`jnl`	A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers. Int. J. Neural Syst. Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito
2022	J	`jnl`	A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation. Cogn. Comput. Cosimo Ieracitano, Francesco Nicoletti, Natale Arcuri, Giuseppe Ruggeri, Mario Versaci, Francesco Carlo Morabito, Nadia Mammone
2022	J	`jnl`	A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. Sensors 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
2022	J	`jnl`	A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images. Neurocomputing Cosimo Ieracitano, Nadia Mammone, Mario Versaci, Giuseppe Varone, Abder-Rahman Ali, Antonio Armentano, Grazia Calabrese, Anna Ferrarelli, Lorena Turano, Carmela Tebala, Zain U. Hussain, Zakariya Sheikh, Aziz Sheikh, Giuseppe Sceni, Amir Hussain, Francesco Carlo Morabito
2022	J	`jnl`	A novel explainable machine learning approach for EEG-based brain-computer interface systems. Neural Comput. Appl. Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
2022	—	`ed.`	Applied Intelligence and Informatics - Second International Conference, AII 2022, Reggio Calabria, Italy, September 1-3, 2022, Proceedings AII Mufti Mahmud, Cosimo Ieracitano, M. Shamim Kaiser, Nadia Mammone, Francesco Carlo Morabito
2022	—	`conf`	Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps. AII Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco Carlo Morabito
2022	B	`conf`	Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance. FUZZ-IEEE Mario Versaci, Cosimo Ieracitano, Nadia Mammone, Giuseppe Sceni, Francesco Carlo Morabito
2022	—	`conf`	Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. AII Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo P. Mandic, Francesco Carlo Morabito
2022	J	`jnl`	Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures. Entropy Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Giovanbattista Gaspare Tripodi, Edoardo Ferlazzo, Sara Gasparini, Umberto Aguglia, Francesco Carlo Morabito
2022	—	`conf`	Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. HCI (8) 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
2022	B	`conf`	Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. IJCNN Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito
2021	J	`jnl`	A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources. Int. J. Neural Syst. Cosimo Ieracitano, Francesco Carlo Morabito, Amir Hussain, Nadia Mammone
2021	J	`jnl`	A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect. SN Comput. Sci. Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Fodil Benali, Ala-Eddine Hachani, Kia Dashtipour, Mandar Gogate, Cosimo Ieracitano, Reza Kashani, Amir Hussain
2021	J	`jnl`	A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers. IEEE CAA J. Autom. Sinica Cosimo Ieracitano, Annunziata Paviglianiti, Maurizio Campolo, Amir Hussain, Eros Pasero, Francesco Carlo Morabito
2021	B	`conf`	MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces. IJCNN Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
2021	J	`jnl`	Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem. Comput. Appl. Math. Mario Versaci, Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
2021	C	`conf`	Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches. EANN Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito
2020	B	`conf`	1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. IJCNN Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito
2020	B	`conf`	A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. IJCNN Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
2020	J	`jnl`	A Highly-Efficient Fuzzy-Based Controller With High Reduction Inputs and Membership Functions for a Grid-Connected Photovoltaic System. IEEE Access Lotfi Farah, Amir Hussain, Abdelfateh Kerrouche, Cosimo Ieracitano, Jamil Ahmad, Mufti Mahmud
2020	J	`jnl`	A deep CNN approach to decode motor preparation of upper limbs from time-frequency maps of EEG signals at source level. Neural Networks Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito
2020	J	`jnl`	A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia. Neural Networks Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
2020	J	`jnl`	A novel statistical analysis and autoencoder driven intelligent intrusion detection approach. Neurocomputing Cosimo Ieracitano, Ahsan Adeel, Francesco Carlo Morabito, Amir Hussain
2020	—	`ch.`	Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals. Neural Approaches to Dynamics of Signal Exchanges Nadia Mammone, Simona De Salvo, Silvia Marino, Lilla Bonanno, Cosimo Ieracitano, Serena Dattola, Fabio La Foresta, Francesco Carlo Morabito
2020	—	`ch.`	Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach. Neural Approaches to Dynamics of Signal Exchanges Cosimo Ieracitano, Fabiola Pantò, Nadia Mammone, Annunziata Paviglianiti, Patrizia Frontera, Francesco Carlo Morabito
2019	J	`jnl`	A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings. Neurocomputing Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti, Amir Hussain, Francesco Carlo Morabito
2019	J	`jnl`	A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. CoRR Ahsan Adeel, Mandar Gogate, Saadullah Farooq, Cosimo Ieracitano, Kia Dashtipour, Hadi Larijani, Amir Hussain
2019	B	`conf`	A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing. IJCNN Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti, Silvia Marino, Amir Hussain, Francesco Carlo Morabito
2019	J	`jnl`	Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects. IEEE Trans. Ind. Informatics Nadia Mammone, Simona De Salvo, Lilla Bonanno, Cosimo Ieracitano, Silvia Marino, Angela Marra, Alessia Bramanti, Francesco Carlo Morabito
2019	—	`ch.`	Coherence-Based Complex Network Analysis of Absence Seizure EEG Signals. Quantifying and Processing Biomedical and Behavioral Signals Nadia Mammone, Cosimo Ieracitano, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Francesco Carlo Morabito
2018	J	`jnl`	Compressibility of High-Density EEG Signals in Stroke Patients. Sensors Nadia Mammone, Simona De Salvo, Cosimo Ieracitano, Silvia Marino, Emanuele Cartella, Alessia Bramanti, Roberto Giorgianni, Francesco Carlo Morabito
2018	—	`conf`	Exploiting Deep Learning for Persian Sentiment Analysis. BICS Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
2018	J	`jnl`	Exploiting Deep Learning for Persian Sentiment Analysis. CoRR Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
2018	J	`jnl`	Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures. Entropy Sara Gasparini, Maurizio Campolo, Cosimo Ieracitano, Nadia Mammone, Edoardo Ferlazzo, Chiara Sueri, Giovanbattista Gaspare Tripodi, Umberto Aguglia, Francesco Carlo Morabito
2018	—	`ch.`	Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals' Wavelet Coherence. Multidisciplinary Approaches to Neural Computing Cosimo Ieracitano, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito
2018	J	`jnl`	Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects. IEEE Trans. Neural Networks Learn. Syst. Nadia Mammone, Cosimo Ieracitano, Hojjat Adeli, Alessia Bramanti, Francesco Carlo Morabito
2018	—	`conf`	Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. BICS Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
2018	J	`jnl`	Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. CoRR Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
2017	C	`conf`	A Neural Network Approach for Predicting the Diameters of Electrospun Polyvinylacetate (PVAc) Nanofibers. EANN Cosimo Ieracitano, Fabiola Pantò, Patrizia Frontera, Francesco Carlo Morabito
2017	J	`jnl`	A Permutation Disalignment Index-Based Complex Network Approach to Evaluate Longitudinal Changes in Brain-Electrical Connectivity. Entropy Nadia Mammone, Simona De Salvo, Cosimo Ieracitano, Silvia Marino, Angela Marra, Francesco Corallo, Francesco Carlo Morabito
2017	—	`conf`	An Ensemble Based Classification Approach for Persian Sentiment Analysis. IIH-MSP (1) Kia Dashtipour, Cosimo Ieracitano, Francesco Carlo Morabito, Ali Raza, Amir Hussain
2017	—	`conf`	SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials. IIH-MSP (1) Cosimo Ieracitano, Annunziata Paviglianiti, Nadia Mammone, Mario Versaci, Eros Pasero, Francesco Carlo Morabito
2017	B	`conf`	Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patients. IJCNN Cosimo Ieracitano, Jonas Duun-Henriksen, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito
2016	—	`conf`	Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings. RTSI Francesco Carlo Morabito, Maurizio Campolo, Cosimo Ieracitano, Mohammad Javad Ebadi, Lilla Bonanno, Alessia Bramanti, Simona De Salvo, Nadia Mammone, Placido Bramanti
2016	B	`conf`	Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. CEC Nadia Mammone, Lilla Bonanno, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Hojjat Adeli, Cosimo Ieracitano, Maurizio Campolo, Francesco Carlo Morabito