Nadia Mammone

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 49

Top Topics

Epileptic Seizures

Top Venues

Int. J. Neural Syst.

Publications

Claudia Campolo, Nadia Mammone, Antonella Molinaro, Bruno Pizzimenti, Gurtaj Singh, Domenico Mario Zappalà
Poster: Digital Twins for Personalized and Safer Automated Driving. VNC (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)
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)
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)
Saman Fouladi, Ali A. Safaei, Nadia Mammone, Foad Ghaderi, Javad Mohammad Ebadi
Efficient Deep Neural Networks for Classification of Alzheimer's Disease and Mild Cognitive Impairment from Scalp EEG Recordings. Cogn. Comput. 14 (4) (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)
Chiara Suraci, Vincenzo De Angelis, Giuseppina Lofaro, Michele Lo Giudice, Giuseppe Marrara, Federica Rinaldi, Antonia Russo, Martina Teresa Bevacqua, Gianluca Lax, Nadia Mammone, Antonino Mazza Laboccetta, Francesco Carlo Morabito, Giuseppe Araniti
The Next Generation of eHealth: A Multidisciplinary Survey. IEEE Access 10 (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)
Asma Channa, Giuseppe Ruggeri, Nadia Mammone, Rares-Cristian Ifrim, Antonio Iera, Nirvana Popescu
Parkinson's Disease Severity Estimation using Deep Learning and Cloud Technology. COINS (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)
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, 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)
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)
Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Rocco Giuseppe Pizzimenti, Domenico Ursino, Luca Virgili
Leveraging network analysis to support experts in their analyses of subjects with MCI and AD. Medical Biol. Eng. Comput. 57 (9) (2019)
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)
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)
Paolo Lo Giudice, Domenico Ursino, Nadia Mammone, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini
A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJD. Int. J. Medical Informatics 121 (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)
Francesco Cauteruccio, Paolo Lo Giudice, Giorgio Terracina, Domenico Ursino, Nadia Mammone, Francesco Carlo Morabito
A new network-based approach to investigating neurological disorders. Int. J. Data Min. Model. Manag. 11 (4) (2019)
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)
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)
Nadia Mammone, Gaoxiang Ouyang, Hamed Azami
Advanced Methods to Analyse the Complexity of the Brain. Complex. 2018 (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)
Serena Dattola, Giuseppina Inuso, Nadia Mammone, Lilla Bonanno, Simona De Salvo, Francesco Carlo Morabito, Fabio La Foresta
eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer's Disease. IIH-MSP (1) (2017)
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)
Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Davide Strati, Domenico Ursino
A complex network-based approach to detecting and characterizing ictal states in patients with Childhood Absence Epilepsy. RTSI (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, 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)
Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Domenico Ursino, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini
Usage of network analysis to investigate Periodic Sharp Wave Complexes in EEGs of patients with sporadic CJD. SEBD (2017)
Nadia Mammone, Lilla Bonanno, Simona De Salvo, Silvia Marino, Placido Bramanti, Alessia Bramanti, Francesco Carlo Morabito
Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients. Int. J. Neural Syst. 27 (5) (2017)
Francesco Carlo Morabito, Maurizio Campolo, Nadia Mammone, Mario Versaci, Silvana Franceschetti, Fabrizio Tagliavini, Vito Sofia, Daniela Fatuzzo, Antonio Gambardella, Angelo Labate, Laura Mumoli, Giovanbattista Gaspare Tripodi, Sara Gasparini, Vittoria Cianci, Chiara Sueri, Edoardo Ferlazzo, Umberto Aguglia
Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia. Int. J. Neural Syst. 27 (2) (2017)
Elisa Capecci, Zohreh Gholami Doborjeh, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Nikola K. Kasabov
Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. IJCNN (2016)
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)
Elisa Capecci, Josafath Israel Espinosa Ramos, Nadia Mammone, Nikola K. Kasabov, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito
Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. IJCNN (2015)
Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito
Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography. IJCNN (2015)
Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Francesco Carlo Morabito
Differentiating Interictal and Ictal States in Childhood Absence Epilepsy through Permutation Rényi Entropy. Entropy 17 (7) (2015)
Nadia Mammone, Francesco Carlo Morabito
Enhanced Automatic Wavelet Independent Component Analysis for Electroencephalographic Artifact Removal. Entropy 16 (12) (2014)
Nadia Mammone, Domenico Labate, Aimé Lay-Ekuakille, Francesco Carlo Morabito
Erratum: "Analysis of Absence seizure Generation using EEG Spatial-Temporal Regularity Measures". Int. J. Neural Syst. 23 (6) (2013)
Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito
SVM classification of epileptic EEG recordings through multiscale permutation entropy. IJCNN (2013)
Nadia Mammone, Domenico Labate, Aimé Lay-Ekuakille, Francesco Carlo Morabito
Analysis of Absence Seizure Generation using EEG Spatial-Temporal Regularity Measures. Int. J. Neural Syst. 22 (6) (2012)
Nadia Mammone, Francesco Carlo Morabito
Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering. IJCNN (2011)
Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito
Clustering of entropy topography in epileptic electroencephalography. Neural Comput. Appl. 20 (6) (2011)
Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito
Discovering Network Phenomena in the Epileptic Electroencephalography through Permutation Entropy Mapping. WIRN (2010)
Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito
Clustering of Entropy Topography in Epileptic Electroencephalography. EANN (2009)
Nadia Mammone, Fabio La Foresta, Giuseppina Inuso, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci
Algorithms and topographic mapping for epileptic seizures recognition and prediction. WIRN (2009)
Fabio La Foresta, Nadia Mammone, Giuseppina Inuso, Francesco Carlo Morabito
Dynamic Modeling of Heart Dipole Vector for the ECG and VCG Generation. WIRN (2009)
Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
PCA-ICA for automatic identification of critical events in continuous coma-EEG monitoring. Biomed. Signal Process. Control. 4 (3) (2009)
Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito
Entropy spatial clustering in epileptic EEG. IJCNN (2009)
Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci
STLmax joint Mutual Information for quantifying independence in the epileptic brain. WIRN (2008)
Nadia Mammone, Francesco Carlo Morabito
Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy. Neural Networks 21 (7) (2008)
Fabio La Foresta, Nadia Mammone, Giuseppina Inuso, Francesco Carlo Morabito, Andrea Azzerboni
Multiresolution Minimization of Renyi's Mutual Information for fetal-ECG Extraction. WIRN (2008)
Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci, Umberto Aguglia
Mutual information for measuring independence of STLmax time series in the epileptic brain. IJCNN (2008)
Nadia Mammone, Maurizio Fiasché, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci
Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism. KES (3) (2007)
Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito
Multiresolution ICA for Artifact Identification from Electroencephalographic Recordings. KES (1) (2007)
Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings. IJCNN (2007)
Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
Analysis of the Automatic Detection of Critical Epochs from coma-EEG by Dominant Components and Features Extraction. EMBC (2006)
Nadia Mammone, Francesco Carlo Morabito, José C. Príncipe
Visualization of the Short Term Maximum Lyapunov Exponent Topography in the Epileptic Brain. EMBC (2006)
Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics. ICONIP (3) (2006)
Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
Artifact Cancellation from Electrocardiogram by Mixed Wavelet-ICA Filter. WIRN/NAIS (2005)
Antonino Greco, Nadia Mammone, Francesco Carlo Morabito, Mario Versaci
Artificial Neural Networks for Classifying Magnetic Measurements in Tokamak Reactors. IEC (Prague) (2005)
Bruno Azzerboni, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. ESANN (2005)
Antonino Greco, Nadia Mammone, Francesco Carlo Morabito, Mario Versaci
Semi-Automatic Artifact Rejection Procedure based on Kurtosis, Renyi's Entropy and Independent Component Scalp Maps. IEC (Prague) (2005)
Bruno Azzerboni, Maurizio Ipsale, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito
A Comparison of ICA Algorithms in Biomedical Signal Processing. WIRN (2004)