Equilibrium parameters recovery for experimental data in ASDEX Upgrade elongated plasmas. - Francesco Carlo Morabito (ICNN, 1995)

A fuzzy-neural approach to real time plasma boundary reconstruction in tokamak reactors. - Francesco Carlo Morabito; Mario Versaci (ICNN, 1997)

Plasma evolution control with neuro-fuzzy techniques. - Francesco Carlo Morabito; Mario Versaci (ECC, 1999)

Independent component analysis and neural approaches to the extraction of features from NDT/NDE. - Francesco Carlo Morabito (IJCNN, 1999)

A fuzzy neural approach to plasma disruption prediction in tokamak reactors. - Francesco Carlo Morabito; Mario Versaci (IJCNN, 1999)

ICA-NN Based Data Fusion Approach in ECT Signal Restoration. - Giovanni Simone; Francesco Carlo Morabito (IJCNN (5), 2000)

Hole Identification System in Conducting Plates by using Wavelet Networks. - Giovanni Simone; Francesco Carlo Morabito (WIRN, 2001)

RBFNN-based hole identification system in conducting plates. - Giovanni Simone; Francesco Carlo Morabito (IEEE Trans. Neural Networks, 2001)

A New Approach to Detection of Muscle Activation by Independent Component Analysis and Wavelet Transform. - Bruno Azzerboni; Giovanni Finocchio; Maurizio Ipsale; Fabio La Foresta; Francesco Carlo Morabito (WIRN, 2002)

Fuzzy Time Series for Forecasting Pollutants Concentration in the Air. - Francesco Carlo Morabito; Mario Versaci (WIRN, 2002)

Image fusion techniques for remote sensing applications. - Giovanni Simone; Alfonso Farina; Francesco Carlo Morabito; Sebastiano B. Serpico; Lorenzo Bruzzone (Inf. Fusion, 2002)

Time-frequency characterization of multi-channel dynamic sEMG recordings by neural networks. - Bruno Azzerboni; Giovanni Finocchio; Maurizio Ipsale; Fabio La Foresta; Francesco Carlo Morabito (IJCNN, 2003)

A Morlet wavelet classification technique for ICA filtered sEMG experimental data. - Antonino Greco; Domenico Costantino; Francesco Carlo Morabito; Mario Versaci (IJCNN, 2003)

Neural networks and Cao's method: A novel approach for air pollutants time series forecasting. - Salvatore Marra; Francesco Carlo Morabito; Mario Versaci (IJCNN, 2003)

Defects Reconstruction on Reinforced Concrete Specimens. - Michele Buonsanti; Simona Calcagno; Francesco Carlo Morabito; Mario Versaci (Modelling, Identification and Control, 2003)

On the Use of Neuro-fuzzy Techniques for Analyzing Experimental Surface Electromyographic Data. - Domenico Costantino; Francesco Carlo Morabito; Mario Versaci (WILF, 2003)

Intracranial Pressure Signal Processing by Adaptive Fuzzy Network. - Bruno Azzerboni; Mario Carpentieri; Maurizio Ipsale; Fabio La Foresta; Francesco Carlo Morabito (WIRN, 2003)

Neural Network Approach for Estimation and Prediction of Time to Disruption in Tokamak Reactors. - Antonino Greco; Francesco Carlo Morabito; Mario Versaci (WIRN, 2003)

Fuzzy neural identification and forecasting techniques to process experimental urban air pollution data. - Francesco Carlo Morabito; Mario Versaci (Neural Networks, 2003)

Disruption Anticipation in Tokamak Reactors: A Two-Factors Fuzzy Time Series Approach. - Francesco Carlo Morabito; Mario Versaci (ESANN, 2004)

Neural-ICA and wavelet transform for artifacts removal in surface EMG. - Bruno Azzerboni; Mario Carpentieri; Fabio La Foresta; Francesco Carlo Morabito (IJCNN, 2004)

FPGA implementation of Bayesian neural networks for a stand-alone predictor of pollutants concentration in the air. - Salvatore Marra; Francesco Carlo Morabito; Pasquale Corsonello; Mario Versaci (IJCNN, 2004)

A Comparison of ICA Algorithms in Biomedical Signal Processing. - Bruno Azzerboni; Maurizio Ipsale; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (WIRN, 2004)

Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors. - Matteo Cacciola; Domenico Costantino; Antonino Greco; Francesco Carlo Morabito; Mario Versaci (WIRN, 2004)

A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. - Bruno Azzerboni; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (ESANN, 2005)

PCA and ICA for the extraction of EEG components in cerebral death assessment. - Fabio La Foresta; Francesco Carlo Morabito; Bruno Azzerboni; Maurizio Ipsale (IJCNN, 2005)

Independent component analysis and high-order statistics for automatic artifact rejection. - Nadia Mammone; Francesco Carlo Morabito (IJCNN, 2005)

Design of neural predictors using tools of chaos theory and Bayesian learning. - Salvatore Marra; Francesco Carlo Morabito; Mario Versaci (IJCNN, 2005)

Semi-Automatic Artifact Rejection Procedure based on Kurtosis, Renyi's Entropy and Independent Component Scalp Maps. - Antonino Greco; Nadia Mammone; Francesco Carlo Morabito; Mario Versaci (IEC (Prague), 2005)

Artificial Neural Networks for Classifying Magnetic Measurements in Tokamak Reactors. - Antonino Greco; Nadia Mammone; Francesco Carlo Morabito; Mario Versaci (IEC (Prague), 2005)

A New Technique for Solar Activity Forecasting using Recurrent Elman Networks. - Salvatore Marra; Francesco Carlo Morabito (IEC (Prague), 2005)

Environmental Time Series Prediction by Improved Classical Feed-Forward Neural Networks. - Maurizio Campolo; Narcís Clara; Francesco Carlo Morabito (WIRN/NAIS, 2005)

Artifact Cancellation from Electrocardiogram by Mixed Wavelet-ICA Filter. - Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (WIRN/NAIS, 2005)

Analysis of the Automatic Detection of Critical Epochs from coma-EEG by Dominant Components and Features Extraction. - Giuseppina Inuso; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (EMBC, 2006)

Visualization of the Short Term Maximum Lyapunov Exponent Topography in the Epileptic Brain. - Nadia Mammone; Francesco Carlo Morabito; José C. Príncipe (EMBC, 2006)

Radial Basis Function Neural Networks to Foresee Aftershocks in Seismic Sequences Related to Large Earthquakes. - Vincenzo Barrile; Matteo Cacciola; Sebastiano D'Amico; Antonino Greco; Francesco Carlo Morabito; Francesco Parrillo (ICONIP (2), 2006)

An Exhaustive Employment of Neural Networks to Search the Better Configuration of Magnetic Signals in ITER Machine. - Matteo Cacciola; Antonino Greco; Francesco Carlo Morabito; Mario Versaci (ICONIP (2), 2006)

Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics. - Giuseppina Inuso; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (ICONIP (3), 2006)

A Comparison between Soft Computing and Statistic Approaches to Identify Plasma Columns in Tokamak Reactors. - Salvatore Calcagno 001; Antonino Greco; Francesco Carlo Morabito; Mario Versaci (IJCNN, 2006)

Solar Activity Forecasting by Incorporating Prior Knowledge from Nonlinear Dynamics into Neural Networks. - Salvatore Marra; Francesco Carlo Morabito (IJCNN, 2006)

Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings. - Giuseppina Inuso; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (IJCNN, 2007)

High Speed, Programmable Implementation of a Tanh-like Activation Function and Its Derivative for Digital Neural Networks. - Salvatore Marra; Maria Antonia Iachino; Francesco Carlo Morabito (IJCNN, 2007)

A Kernel Based Learning by Sample Technique for Defect Identification Through the Inversion of a Typical Electric Problem. - Matteo Cacciola; Maurizio Campolo; Fabio La Foresta; Francesco Carlo Morabito; Mario Versaci (KES (3), 2007)

Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism. - Nadia Mammone; Maurizio Fiasché; Giuseppina Inuso; Fabio La Foresta; Francesco Carlo Morabito; Mario Versaci (KES (3), 2007)

Multiresolution ICA for Artifact Identification from Electroencephalographic Recordings. - Nadia Mammone; Giuseppina Inuso; Fabio La Foresta; Francesco Carlo Morabito (KES (1), 2007)

A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework. - Matteo Cacciola; Maurizio Fiasché; Giuseppe Megali; Francesco Carlo Morabito; Mario Versaci (ICONIP (2), 2008)

Mutual information for measuring independence of STLmax time series in the epileptic brain. - Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito; Mario Versaci; Umberto Aguglia (IJCNN, 2008)

Neural Networks for the Parameters Characterization of ECG Dynamical Model. - Matteo Cacciola; Fabio La Foresta; Francesco Carlo Morabito; Mario Versaci (WIRN, 2008)

Remote Sensing Imagery for Soil Characterization: a Wavelet Neural Data Fusion Approach. - Matteo Cacciola; Francesco Carlo Morabito; Vincenzo Barrile (WIRN, 2008)

Multiresolution Minimization of Renyi's Mutual Information for fetal-ECG Extraction. - Fabio La Foresta; Nadia Mammone; Giuseppina Inuso; Francesco Carlo Morabito; Andrea Azzerboni (WIRN, 2008)

STLmax joint Mutual Information for quantifying independence in the epileptic brain. - Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito; Mario Versaci (WIRN, 2008)

Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy. - Nadia Mammone; Francesco Carlo Morabito (Neural Networks, 2008)

A neural network model for early diagnosis of acute GVHD based on gene expression data. - Maurizio Fiasché; Maria Cuzzola; Matteo Cacciola; Giuseppe Megali; Roberta Fedele; Pasquale Iacopino; Francesco Carlo Morabito (GENSiPS, 2009)

Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips. - Matteo Cacciola; Salvatore Calcagno 001; Filippo Laganà; Giuseppe Megali; Diego Pellicanò; Mario Versaci; Francesco Carlo Morabito (ICANN (2), 2009)

Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data. - Maurizio Fiasché; Anju Verma; Maria Cuzzola; Pasquale Iacopino; Nikola K. Kasabov; Francesco Carlo Morabito (ICANN (2), 2009)

Ontology Based Personalized Modeling for Type 2 Diabetes Risk Analysis: An Integrated Approach. - Anju Verma; Maurizio Fiasché; Maria Cuzzola; Pasquale Iacopino; Francesco Carlo Morabito; Nikola K. Kasabov (ICONIP (2), 2009)

Entropy spatial clustering in epileptic EEG. - Nadia Mammone; Giuseppina Inuso; Fabio La Foresta; Mario Versaci; Francesco Carlo Morabito (IJCNN, 2009)

Neuro-Fuzzy Approach for Reconstructing Fissures in Concrete's Reinforcing Bars. - Matteo Cacciola; Giuseppe Megali; Diego Pellicanò; Michele Buonsanti; Salvatore Calcagno 001; Mario Versaci; Francesco Carlo Morabito (WILF, 2009)

Computational Intelligence Methods for Discovering Diagnostic Gene Targets about aGVHD. - Maurizio Fiasché; Maria Cuzzola; Roberta Fedele; Domenica Princi; Matteo Cacciola; Giuseppe Megali; Pasquale Iacopino; Francesco Carlo Morabito (WIRN, 2009)

Dynamic Modeling of Heart Dipole Vector for the ECG and VCG Generation. - Fabio La Foresta; Nadia Mammone; Giuseppina Inuso; Francesco Carlo Morabito (WIRN, 2009)

Evaluating Soft Computing Techniques for Path Loss Estimation in Urban Environments. - Filippo Laganà; Matteo Cacciola; Salvatore Calcagno 001; Domenico De Carlo; Giuseppe Megali; Mario Versaci; Francesco Carlo Morabito (WIRN, 2009)

Algorithms and topographic mapping for epileptic seizures recognition and prediction. - Nadia Mammone; Fabio La Foresta; Giuseppina Inuso; Francesco Carlo Morabito; Umberto Aguglia; Vittoria Cianci (WIRN, 2009)

PCA-ICA for automatic identification of critical events in continuous coma-EEG monitoring. - Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (Biomed. Signal Process. Control., 2009)

Heuristic advances in identifying aftershocks in seismic sequences. - Sebastiano D'Amico; Matteo Cacciola; Francesco Parrillo; Francesco Carlo Morabito; Mario Versaci; Vincenzo Barrile (Comput. Geosci., 2009)

Wavelet Coherence and Fuzzy Subtractive Clustering for Defect Classification in Aeronautic CFRP. - Matteo Cacciola; Salvatore Calcagno 001; Giuseppe Megali; Diego Pellicanò; Mario Versaci; Francesco Carlo Morabito (CISIS, 2010)

Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis. - Maurizio Fiasché; Maria Cuzzola; Roberta Fedele; Pasquale Iacopino; Francesco Carlo Morabito (ICANN (1), 2010)

Higher order based image deconvolution in electromagnetic non destructive evaluation of metallic materials. - Pietro Burrascano; Matteo Cacciola; Francesco Carlo Morabito; Marco Ricci 001 (WIRN, 2010)

ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study. - Matteo Cacciola; Giuseppe Ripepi; Guang Yang; Gui Yun Tian; Francesco Carlo Morabito (WIRN, 2010)

Machine Learning and Personalized Modeling for Diagnosis of Acute GvHD: an Integrated Approach. - Maurizio Fiasché; Maria Cuzzola; Roberta Fedele; Pasquale Iacopino; Francesco Carlo Morabito (WIRN, 2010)

Remarks about Wavelet Analysis in the EEG Artifacts Detection. - Domenico Labate; Fabio La Foresta; Giuseppina Inuso; Francesco Carlo Morabito (WIRN, 2010)

Discovering Network Phenomena in the Epileptic Electroencephalography through Permutation Entropy Mapping. - Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito (WIRN, 2010)

Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis: A Computational Framework Proposed. - Maurizio Fiasché; Maria Cuzzola; Pasquale Iacopino; Nikola K. Kasabov; Francesco Carlo Morabito (Aust. J. Intell. Inf. Process. Syst., 2010)

Heuristic Enhancement of Magneto-Optical Images for NDE. - Matteo Cacciola; Giuseppe Megali; Diego Pellicanò; Salvatore Calcagno 001; Mario Versaci; Francesco Carlo Morabito (EURASIP J. Adv. Signal Process., 2010)

A comparison between neural networks and k-nearest neighbours for blood cells taxonomy. - Matteo Cacciola; Giuseppe Megali; Maurizio Fiasché; Mario Versaci; Francesco Carlo Morabito (Memetic Comput., 2010)

Incremental - Adaptive - Knowledge Based - Learning for Informative Rules Extraction in Classification Analysis of aGvHD. - Maurizio Fiasché; Anju Verma; Maria Cuzzola; Francesco Carlo Morabito; Giuseppe Irrera (EANN, 2011)

Knowledge Discovery and Risk Prediction for Chronic Diseases: An Integrated Approach. - Anju Verma; Maurizio Fiasché; Maria Cuzzola; Francesco Carlo Morabito; Giuseppe Irrera (EANN, 2011)

Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering. - Nadia Mammone; Francesco Carlo Morabito (IJCNN, 2011)

Creative brain and abstract art: A quantitative study on Kandinskij paintings. - Francesco Carlo Morabito; Matteo Cacciola; Gianluigi Occhiuto (IJCNN, 2011)

Personalized Modelling based Medical Decision Support System over Gene Expression Data: A New Framework Proposed. - Maurizio Fiasché; Maria Cuzzola; Giuseppe Messina; Giuseppe Irrera; Francesco Carlo Morabito (WIRN, 2011)

Quantum-Inspired Evolutionary Algorithm for Optimization Problems Approach. - Maurizio Fiasché; Francesco Carlo Morabito (WIRN, 2011)

Multiscale Entropy Analysis of Artifactual EEG Recordings. - Domenico Labate; Fabio La Foresta; Giuseppina Inuso; Francesco Carlo Morabito (WIRN, 2011)

Clustering of entropy topography in epileptic electroencephalography. - Nadia Mammone; Giuseppina Inuso; Fabio La Foresta; Mario Versaci; Francesco Carlo Morabito (Neural Comput. Appl., 2011)

Diffusion Tensor Imaging measurements for neuro-detection. - Aimé Lay-Ekuakille; Patrizia Vergallo; D. Stefano; Alessandro Massaro; Antonio Trabacca; Matteo Cacciola; Domenico Labate; Francesco Carlo Morabito; Rosario Morello (MeMeA, 2012)

Measures of Brain Connectivity through Permutation Entropy in Epileptic Disorders. - Domenico Labate; Giuseppina Inuso; Gianluigi Occhiuto; Fabio La Foresta; Francesco Carlo Morabito (WIRN, 2012)

Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer's Disease EEG. - Francesco Carlo Morabito; Domenico Labate; Fabio La Foresta; Alessia Bramanti; Giuseppe Morabito; Isabella Palamara (Entropy, 2012)

A New Approach to Evaluate Defects in Metallic Plates Based on Computing with Words and Fuzzy Entropy. - Matteo Cacciola; Salvatore Calcagno 001; Filippo Laganà; Francesco Carlo Morabito; Diego Pellicanò; Isabella Palamara; Mario Versaci (Int. J. Meas. Technol. Instrum. Eng., 2012)

Wavelet and Unsupervised Learning Techniques for Experimental Biomedical Data Processing. - Matteo Cacciola; Salvatore Calcagno 001; Filippo Laganà; Francesco Carlo Morabito; Diego Pellicanò; Isabella Palamara; Mario Versaci; Biagio Cammaroto (Int. J. Meas. Technol. Instrum. Eng., 2012)

Analysis of Absence Seizure Generation using EEG Spatial-Temporal Regularity Measures. - Nadia Mammone; Domenico Labate; Aimé Lay-Ekuakille; Francesco Carlo Morabito (Int. J. Neural Syst., 2012)

Elman neural networks for characterizing voids in welded strips: a study. - Matteo Cacciola; Giuseppe Megali; Diego Pellicanò; Francesco Carlo Morabito (Neural Comput. Appl., 2012)

Optical Performance Evaluation of Oil Spill Detection Methods: Thickness and Extent. - Alessandro Massaro; Aimé Lay-Ekuakille; Diego Caratelli; Isabella Palamara; Francesco Carlo Morabito (IEEE Trans. Instrum. Meas., 2012)

Fuzzy similarities for the optimization of the operational parameters related to ultrasonic phased array probes for industrial application. - Matteo Cacciola; Salvatore Calcagno 001; Francesco Carlo Morabito; Isabella Palamara; Diego Pellicanò; Mario Versaci; Giuseppe Acciani; Antonietta Dimucci (DSP, 2013)

SVM classification of epileptic EEG recordings through multiscale permutation entropy. - Domenico Labate; Isabella Palamara; Nadia Mammone; Giuseppe Morabito; Fabio La Foresta; Francesco Carlo Morabito (IJCNN, 2013)

EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer's Disease. - Domenico Labate; Fabio La Foresta; Isabella Palamara; Giuseppe Morabito; Alessia Bramanti; Zhilin Zhang; Francesco Carlo Morabito (WIRN, 2013)

Artistic Complexity and Saliency: Two Faces of the same Coin? - Matteo Cacciola; Gianluigi Occhiuto; Francesco Carlo Morabito (Int. J. Inf. Acquis., 2013)

Erratum: "Analysis of Absence seizure Generation using EEG Spatial-Temporal Regularity Measures". - Nadia Mammone; Domenico Labate; Aimé Lay-Ekuakille; Francesco Carlo Morabito (Int. J. Neural Syst., 2013)

Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems. - Francesco Carlo Morabito; Andreas G. Andreou; Elisabetta Chicca (Neural Networks, 2013)

Identification of Visual Evoked Potentials in EEG detection by emprical mode decomposition. - Patrizia Vergallo; Aimé Lay-Ekuakille; Nicola Ivan Giannoccaro; Antonio Trabacca; Domenico Labate; Francesco Carlo Morabito; Shabana Urooj; Vikrant Bhateja (SSD, 2014)

Enhanced Automatic Wavelet Independent Component Analysis for Electroencephalographic Artifact Removal. - Nadia Mammone; Francesco Carlo Morabito (Entropy, 2014)

Image Contrast Enhancement by Distances Among Points in Fuzzy Hyper-Cubes. - Mario Versaci; Salvatore Calcagno 001; Francesco Carlo Morabito (CAIP (2), 2015)

Fuzzy geometrical approach based on unit hyper-cubes for image contrast enhancement. - Mario Versaci; Salvatore Calcagno 001; Francesco Carlo Morabito (ICSIPA, 2015)

Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. - 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 (IJCNN, 2015)

Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography. - Nadia Mammone; Jonas Duun-Henriksen; Troels Wesenberg Kjaer; Maurizio Campolo; Fabio La Foresta; Francesco Carlo Morabito (IJCNN, 2015)

Differentiating Interictal and Ictal States in Childhood Absence Epilepsy through Permutation Rényi Entropy. - Nadia Mammone; Jonas Duun-Henriksen; Troels Wesenberg Kjaer; Francesco Carlo Morabito (Entropy, 2015)

A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach. - Francesco Carlo Morabito; Maurizio Campolo; Domenico Labate; Giuseppe Morabito; Lilla Bonanno; Alessia Bramanti; Simona De Salvo; Angela Marra; Placido Bramanti (Int. J. Neural Syst., 2015)

A Feasibility Study of Using the NeuCube Spiking Neural Network Architecture for Modelling Alzheimer's Disease EEG Data. - Elisa Capecci; Francesco Carlo Morabito; Maurizio Campolo; Nadia Mammone; Domenico Labate; Nikola K. Kasabov (Advances in Neural Networks, 2015)

Recent Advances of Neural Networks Models and Applications: An Introduction. - Anna Esposito; Simone Bassis; Francesco Carlo Morabito (Advances in Neural Networks, 2015)

Effects of Artifacts Rejection on EEG Complexity in Alzheimer's Disease. - Domenico Labate; Fabio La Foresta; Nadia Mammone; Francesco Carlo Morabito (Advances in Neural Networks, 2015)

On the Use of Empirical Mode Decomposition (EMD) for Alzheimer's Disease Diagnosis. - Domenico Labate; Fabio La Foresta; Giuseppe Morabito; Isabella Palamara; Francesco Carlo Morabito (Advances in Neural Networks, 2015)

Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. - Nadia Mammone; Lilla Bonanno; Simona De Salvo; Alessia Bramanti; Placido Bramanti; Hojjat Adeli; Cosimo Ieracitano; Maurizio Campolo; Francesco Carlo Morabito (CEC, 2016)

Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. - Elisa Capecci; Zohreh Gholami Doborjeh; Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito; Nikola K. Kasabov (IJCNN, 2016)

Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings. - Francesco Carlo Morabito; Maurizio Campolo; Cosimo Ieracitano; Mohammad Javad Ebadi; Lilla Bonanno; Alessia Bramanti; Simona De Salvo; Nadia Mammone; Placido Bramanti (RTSI, 2016)

Some Notes on Computational and Theoretical Issues in Artificial Intelligence and Machine Learning. - Anna Esposito; Simone Bassis; Francesco Carlo Morabito; Eros Pasero (Advances in Neural Networks, 2016)

Recent Advances in Nonlinear Speech Processing: Directions and Challenges. - Anna Esposito; Marcos Faúndez-Zanuy; Antonietta Maria Esposito; Gennaro Cordasco; Thomas Drugman; Jordi Solé-Casals; Francesco Carlo Morabito (Recent Advances in Nonlinear Speech Processing, 2016)

Quantifying the Complexity of Epileptic EEG. - Nadia Mammone; Jonas Duun-Henriksen; Troels Wesenberg Kjaer; Maurizio Campolo; Fabio La Foresta; Francesco Carlo Morabito (Advances in Neural Networks, 2016)

A Neural Network Approach for Predicting the Diameters of Electrospun Polyvinylacetate (PVAc) Nanofibers. - Cosimo Ieracitano; Fabiola Pantò; Patrizia Frontera; Francesco Carlo Morabito (EANN, 2017)

An Ensemble Based Classification Approach for Persian Sentiment Analysis. - Kia Dashtipour; Cosimo Ieracitano; Francesco Carlo Morabito; Ali Raza 004; Amir Hussain 001 (IIH-MSP (1), 2017)

eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer's Disease. - Serena Dattola; Giuseppina Inuso; Nadia Mammone; Lilla Bonanno; Simona De Salvo; Francesco Carlo Morabito; Fabio La Foresta (IIH-MSP (1), 2017)

Towards Socially and Emotionally Believable ICT Interfaces. - Anna Esposito; Marcos Faúndez-Zanuy; Francesco Carlo Morabito; Eros Pasero (IIH-MSP (1), 2017)

SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials. - Cosimo Ieracitano; Annunziata Paviglianiti; Nadia Mammone; Mario Versaci; Eros Pasero; Francesco Carlo Morabito (IIH-MSP (1), 2017)

Neural Feature Extraction for the Analysis of Parkinsonian Patient Handwriting. - Vincenzo Randazzo; Giansalvo Cirrincione; Annunziata Paviglianiti; Eros Pasero; Francesco Carlo Morabito (IIH-MSP (1), 2017)

Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patients. - Cosimo Ieracitano; Jonas Duun-Henriksen; Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito (IJCNN, 2017)

A complex network-based approach to detecting and characterizing ictal states in patients with Childhood Absence Epilepsy. - Paolo Lo Giudice; Nadia Mammone; Francesco Carlo Morabito; Davide Strati; Domenico Ursino (RTSI, 2017)

Usage of network analysis to investigate Periodic Sharp Wave Complexes in EEGs of patients with sporadic CJD. - Paolo Lo Giudice; Nadia Mammone; Francesco Carlo Morabito; Domenico Ursino; Umberto Aguglia; Vittoria Cianci; Edoardo Ferlazzo; Sara Gasparini (SEBD, 2017)

Adaptive Image Contrast Enhancement by Computing Distances into a 4-Dimensional Fuzzy Unit Hypercube. - Mario Versaci; Francesco Carlo Morabito; Giovanni Angiulli (IEEE Access, 2017)

A Permutation Disalignment Index-Based Complex Network Approach to Evaluate Longitudinal Changes in Brain-Electrical Connectivity. - Nadia Mammone; Simona De Salvo; Cosimo Ieracitano; Silvia Marino; Angela Marra; Francesco Corallo; Francesco Carlo Morabito (Entropy, 2017)

Accurate modelling of lossy SIW resonators using a neural network residual kriging approach. - Giovanni Angiulli; Domenico De Carlo; Annalisa Sgró; Mario Versaci; Francesco Carlo Morabito (IEICE Electron. Express, 2017)

Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients. - Nadia Mammone; Lilla Bonanno; Simona De Salvo; Silvia Marino; Placido Bramanti; Alessia Bramanti; Francesco Carlo Morabito (Int. J. Neural Syst., 2017)

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia. - 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; et al. (Int. J. Neural Syst., 2017)

Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. - Cosimo Ieracitano; Ahsan Adeel; Mandar Gogate; Kia Dashtipour; Francesco Carlo Morabito; Hadi Larijani; Ali Raza 004; Amir Hussain 001 (BICS, 2018)

Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures. - Sara Gasparini; Maurizio Campolo; Cosimo Ieracitano; Nadia Mammone; Edoardo Ferlazzo; Chiara Sueri; Giovanbattista Gaspare Tripodi; Umberto Aguglia; Francesco Carlo Morabito (Entropy, 2018)

Compressibility of High-Density EEG Signals in Stroke Patients. - Nadia Mammone; Simona De Salvo; Cosimo Ieracitano; Silvia Marino; Emanuele Cartella; Alessia Bramanti; Roberto Giorgianni; Francesco Carlo Morabito (Sensors, 2018)

Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects. - Nadia Mammone; Cosimo Ieracitano; Hojjat Adeli; Alessia Bramanti; Francesco Carlo Morabito (IEEE Trans. Neural Networks Learn. Syst., 2018)

Redefining Information Processing Through Neural Computing Models. - Anna Esposito; Marcos Faúndez-Zanuy; Francesco Carlo Morabito; Eros Pasero (Multidisciplinary Approaches to Neural Computing, 2018)

Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals' Wavelet Coherence. - Cosimo Ieracitano; Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito (Multidisciplinary Approaches to Neural Computing, 2018)

On the Classification of EEG Signal by Using an SVM Based Algorithm. - Valeria Saccá; Maurizio Campolo; Domenico Mirarchi; Antonio Gambardella; Pierangelo Veltri; Francesco Carlo Morabito (Multidisciplinary Approaches to Neural Computing, 2018)

Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach. - Annalisa Sgró; Domenico De Carlo; Giovanni Angiulli; Francesco Carlo Morabito; Mario Versaci (Multidisciplinary Approaches to Neural Computing, 2018)

A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing. - Cosimo Ieracitano; Nadia Mammone; Alessia Bramanti; Silvia Marino; Amir Hussain 001; Francesco Carlo Morabito (IJCNN, 2019)

A new network-based approach to investigating neurological disorders. - Francesco Cauteruccio; Paolo Lo Giudice; Giorgio Terracina; Domenico Ursino; Nadia Mammone; Francesco Carlo Morabito (Int. J. Data Min. Model. Manag., 2019)

A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJD. - Paolo Lo Giudice; Domenico Ursino; Nadia Mammone; Francesco Carlo Morabito; Umberto Aguglia; Vittoria Cianci; Edoardo Ferlazzo; Sara Gasparini (Int. J. Medical Informatics, 2019)

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings. - Cosimo Ieracitano; Nadia Mammone; Alessia Bramanti; Amir Hussain 001; Francesco Carlo Morabito (Neurocomputing, 2019)

Leveraging network analysis to support experts in their analyses of subjects with MCI and AD. - Paolo Lo Giudice; Nadia Mammone; Francesco Carlo Morabito; Rocco Giuseppe Pizzimenti; Domenico Ursino; Luca Virgili (Medical Biol. Eng. Comput., 2019)

Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects. - Nadia Mammone; Simona De Salvo; Lilla Bonanno; Cosimo Ieracitano; Silvia Marino; Angela Marra; Alessia Bramanti; Francesco Carlo Morabito (IEEE Trans. Ind. Informatics, 2019)

A Human-Centered Behavioral Informatics. - Anna Esposito; Marcos Faúndez-Zanuy; Francesco Carlo Morabito; Eros Pasero (Quantifying and Processing Biomedical and Behavioral Signals, 2019)

Evolution Characterization of Alzheimer's Disease Using eLORETA's Three-Dimensional Distribution of the Current Density and Small-World Network. - Giuseppina Inuso; Fabio La Foresta; Nadia Mammone; Serena Dattola; Francesco Carlo Morabito (Quantifying and Processing Biomedical and Behavioral Signals, 2019)

Coherence-Based Complex Network Analysis of Absence Seizure EEG Signals. - Nadia Mammone; Cosimo Ieracitano; Jonas Duun-Henriksen; Troels Wesenberg Kjaer; Francesco Carlo Morabito (Quantifying and Processing Biomedical and Behavioral Signals, 2019)

1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. - Michele Lo Giudice; Giuseppe Varone; Cosimo Ieracitano; Nadia Mammone; Arcangelo Ranieri Bruna; Valeria Tomaselli; Francesco Carlo Morabito (IJCNN, 2020)

A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. - Cosimo Ieracitano; Nadia Mammone; Amir Hussain 001; Francesco Carlo Morabito (IJCNN, 2020)

Editorial: Thirty Years of a Journal Fostering Interdisciplinary Research Excellence. - Francesco Carlo Morabito (Int. J. Neural Syst., 2020)

A novel statistical analysis and autoencoder driven intelligent intrusion detection approach. - Cosimo Ieracitano; Ahsan Adeel; Francesco Carlo Morabito; Amir Hussain 001 (Neurocomputing, 2020)

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia. - Cosimo Ieracitano; Nadia Mammone; Amir Hussain 001; Francesco Carlo Morabito (Neural Networks, 2020)

A deep CNN approach to decode motor preparation of upper limbs from time-frequency maps of EEG signals at source level. - Nadia Mammone; Cosimo Ieracitano; Francesco Carlo Morabito (Neural Networks, 2020)

Effect of Sensor Density on eLORETA Source Localization Accuracy. - Serena Dattola; Fabio La Foresta; Lilla Bonanno; Simona De Salvo; Nadia Mammone; Silvia Marino; Francesco Carlo Morabito (Neural Approaches to Dynamics of Signal Exchanges, 2020)

Some Note on Artificial Intelligence. - Anna Esposito; Marcos Faúndez-Zanuy; Francesco Carlo Morabito; Eros Pasero (Neural Approaches to Dynamics of Signal Exchanges, 2020)

Processing Nonlinearities. - Anna Esposito; Marcos Faúndez-Zanuy; Francesco Carlo Morabito; Eros Pasero (Neural Advances in Processing Nonlinear Dynamic Signals, 2020)

Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach. - Cosimo Ieracitano; Fabiola Pantò; Nadia Mammone; Annunziata Paviglianiti; Patrizia Frontera; Francesco Carlo Morabito (Neural Approaches to Dynamics of Signal Exchanges, 2020)

Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals. - Nadia Mammone; Simona De Salvo; Silvia Marino; Lilla Bonanno; Cosimo Ieracitano; Serena Dattola; Fabio La Foresta; Francesco Carlo Morabito (Neural Approaches to Dynamics of Signal Exchanges, 2020)

Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches. - Cosimo Ieracitano; Nadia Mammone; Annunziata Paviglianiti; Francesco Carlo Morabito (EANN, 2021)

MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces. - Nadia Mammone; Cosimo Ieracitano; Francesco Carlo Morabito (IJCNN, 2021)

MEMS with fringing field: curvature-dependent electrostatic field and numerical techniques for recovering the membrane profile. - Mario Versaci; Paolo Di Barba; Francesco Carlo Morabito (Comput. Appl. Math., 2021)

Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem. - Mario Versaci; Nadia Mammone; Cosimo Ieracitano; Francesco Carlo Morabito (Comput. Appl. Math., 2021)

Electrostatic Circular Membrane MEMS: An Approach to the Optimal Control. - Mario Versaci; Francesco Carlo Morabito (Comput., 2021)

A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers. - Cosimo Ieracitano; Annunziata Paviglianiti; Maurizio Campolo; Amir Hussain 001; Eros Pasero; Francesco Carlo Morabito (IEEE CAA J. Autom. Sinica, 2021)

Image Edge Detection: A New Approach Based on Fuzzy Entropy and Fuzzy Divergence. - Mario Versaci; Francesco Carlo Morabito (Int. J. Fuzzy Syst., 2021)

A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources. - Cosimo Ieracitano; Francesco Carlo Morabito; Amir Hussain 001; Nadia Mammone (Int. J. Neural Syst., 2021)

Advanced deep learning methods for biomedical information analysis: An editorial. - Yu-Dong Zhang 001; Francesco Carlo Morabito; Dinggang Shen; Khan Muhammad 001 (Neural Networks, 2021)

Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures. - Giuseppe Varone; Zain U. Hussain; Zakariya Sheikh; Adam Howard; Wadii Boulila; Mufti Mahmud; Newton Howard; Francesco Carlo Morabito; Amir Hussain 001 (Sensors, 2021)

A Semi-Linear Elliptic Model for a Circular Membrane MEMS Device Considering the Effect of the Fringing Field. - Mario Versaci; Alessandra Jannelli; Francesco Carlo Morabito; Giovanni Angiulli (Sensors, 2021)

Television Programs Classification via Deep Learning Approach Using SSMI-CNN. - Federico Candela; Francesco Carlo Morabito; Carmen Francesca Zagaria (AII, 2022)

Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. - Michele Lo Giudice; Nadia Mammone; Cosimo Ieracitano; Umberto Aguglia; Danilo P. Mandic; Francesco Carlo Morabito (AII, 2022)

Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps. - Nadia Mammone; Cosimo Ieracitano; Rossella Spataro; Christoph Guger; Woosang Cho; Francesco Carlo Morabito (AII, 2022)

Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance. - Mario Versaci; Cosimo Ieracitano; Nadia Mammone; Giuseppe Sceni; Francesco Carlo Morabito (FUZZ-IEEE, 2022)

Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. - Michele Lo Giudice; Nadia Mammone; Cosimo Ieracitano; Maurizio Campolo; Arcangelo Ranieri Bruna; Valeria Tomaselli; Francesco Carlo Morabito (IJCNN, 2022)

The Next Generation of eHealth: A Multidisciplinary Survey. - 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; et al. (IEEE Access, 2022)

A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation. - Cosimo Ieracitano; Francesco Nicoletti; Natale Arcuri; Giuseppe Ruggeri; Mario Versaci; Francesco Carlo Morabito; Nadia Mammone (Cogn. Comput., 2022)

Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures. - Michele Lo Giudice; Giuseppe Varone; Cosimo Ieracitano; Nadia Mammone; Giovanbattista Gaspare Tripodi; Edoardo Ferlazzo; Sara Gasparini; Umberto Aguglia; Francesco Carlo Morabito (Entropy, 2022)

A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers. - Cosimo Ieracitano; Nadia Mammone; Annunziata Paviglianiti; Francesco Carlo Morabito (Int. J. Neural Syst., 2022)

A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images. - 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; et al. (Neurocomputing, 2022)

A novel explainable machine learning approach for EEG-based brain-computer interface systems. - Cosimo Ieracitano; Nadia Mammone; Amir Hussain 001; Francesco Carlo Morabito (Neural Comput. Appl., 2022)

A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. - Giuseppe Varone; Wadii Boulila; Michele Lo Giudice; Bilel Benjdira; Nadia Mammone; Cosimo Ieracitano; Kia Dashtipour; Sabrina Neri; Sara Gasparini; Francesco Carlo Morabito; Amir Hussain 001; Umberto Aguglia (Sensors, 2022)

A Deep Neural Model for Embedded Brain-Computer Interfaces Controlled by EEG Signals. - Oleksiy Chepyk; Arcangelo Bruna; Valeria Tomaselli; Nadia Mammone; Maurizio Campolo; Giuseppe Ruggeri; Cosimo Ieracitano; Francesco Carlo Morabito (WIRN, 2023)

A Multi-head CNN for Interictal EEG Classification of Epilepsy and PNES. - Michele Lo Giudice; Nadia Mammone; Umberto Aguglia; Alessandro Salvini; Francesco Carlo Morabito (WIRN, 2023)

Numerical Approaches for Recovering the Deformable Membrane Profile of Electrostatic Microdevices for Biomedical Applications. - Mario Versaci; Francesco Carlo Morabito (Sensors, 2023)

AutoEncoder Filter Bank Common Spatial Patterns to Decode Motor Imagery From EEG. - Nadia Mammone; Cosimo Ieracitano; Hojjat Adeli; Francesco Carlo Morabito (IEEE J. Biomed. Health Informatics, 2023)

A Deep Learning Approach for the Automatic Video Classification of Silicone Oil Droplet Deformation Induced by Electrohydrodynamic Effect. - Cosimo Ieracitano; Daniele Tammaro; Nadia Mammone; Volodymyr Tkachenko; Sara Coppola; Veronica Vespini; Pietro Ferraro; Simonetta Grilli; Francesco Carlo Morabito; Pier Luca Maffettone (RTSI, 2024)

Towards a Deep Learning Approach to Discriminate Hereditary Anemias. - 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 (RTSI, 2024)

ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment. - Yihe Wang; Nadia Mammone; Darina Petrovsky; Alexandros T. Tzallas; Francesco Carlo Morabito; Xiang Zhang 012 (CoRR, 2024)

An explainable embedded neural system for on-board ship detection from optical satellite imagery. - Cosimo Ieracitano; Nadia Mammone; Fanny Spagnolo; Fabio Frustaci; Stefania Perri; Pasquale Corsonello; Francesco Carlo Morabito (Eng. Appl. Artif. Intell., 2024)

Effectiveness of deep learning techniques in TV programs classification: A comparative analysis. - Federico Candela; Angelo Giordano; Carmen Francesca Zagaria; Francesco Carlo Morabito (Integr. Comput. Aided Eng., 2024)

A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals. - Nadia Mammone; Cosimo Ieracitano; Rossella Spataro; Christoph Guger; Woosang Cho; Francesco Carlo Morabito (Int. J. Neural Syst., 2024)

Introduction. - Francesco Carlo Morabito (Int. J. Neural Syst., 2024)

Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. - Cosimo Ieracitano; Francesco Carlo Morabito; Stefano Squartini; Kaizhu Huang; Xuelong Li 001; Mufti Mahmud (Cogn. Comput., 2024)

TIxAI: A Trustworthiness Index for eXplainable AI in skin lesions classification. - Cosimo Ieracitano; Francesco Carlo Morabito; Amir Hussain 001; Muhammad Suffian Nizami; Nadia Mammone (Neurocomputing, 2025)

Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases. - Sergi Abadal; Pablo Galván; Alberto Mármol; Nadia Mammone; Cosimo Ieracitano; Michele Lo Giudice; Alessandro Salvini; Francesco Carlo Morabito (Neural Networks, 2025)