| 2025 | IJCNN | A Few-Shot Learning Approach for Sim2Real Martian Imagery Classification. | Hicham Bouchana, Alessandro Campolo, Cosimo Ieracitano, Nadia Mammone, Gabriele Berardi, Piergiorgio Lanza, Francesco Carlo Morabito |
| 2025 | IJCNN | Movie-ing the EEG: a Hybrid CNN-Transformer-based Framework for decoding EEG signals for BCI applications. | Muhammad Suffian Nizami, Cosimo Ieracitano, Francesco Carlo Morabito, Nadia Mammone |
| 2022 | IJCNN | 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 |
| 2021 | EANN | Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches. | Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito |
| 2021 | IJCNN | MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces. | Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito |
| 2020 | IJCNN | 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 |
| 2020 | IJCNN | A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. | Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito |
| 2019 | IJCNN | 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, Francesco Carlo Morabito |
| 2017 | EANN | A Neural Network Approach for Predicting the Diameters of Electrospun Polyvinylacetate (PVAc) Nanofibers. | Cosimo Ieracitano, Fabiola Pant, Patrizia Frontera, Francesco Carlo Morabito |
| 2017 | IJCNN | 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 |
| 2016 | CEC | 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 |
| 2016 | IJCNN | 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 |
| 2015 | CAIP | Image Contrast Enhancement by Distances Among Points in Fuzzy Hyper-Cubes. | Mario Versaci, Salvatore Calcagno, Francesco Carlo Morabito |
| 2015 | IJCNN | 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 |
| 2015 | IJCNN | 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 |
| 2013 | IJCNN | SVM classification of epileptic EEG recordings through multiscale permutation entropy. | Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito |
| 2011 | IJCNN | Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering. | Nadia Mammone, Francesco Carlo Morabito |
| 2011 | IJCNN | Creative brain and abstract art: A quantitative study on Kandinskij paintings. | Francesco Carlo Morabito, Matteo Cacciola, Gianluigi Occhiuto |
| 2010 | CISIS | Wavelet Coherence and Fuzzy Subtractive Clustering for Defect Classification in Aeronautic CFRP. | Matteo Cacciola, Salvatore Calcagno, Giuseppe Megali, Diego Pellican, Mario Versaci, Francesco Carlo Morabito |
| 2010 | ICANN | Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis. | Maurizio Fiasch, Maria Cuzzola, Roberta Fedele, Pasquale Iacopino, Francesco Carlo Morabito |
| 2009 | EANN | Clustering of Entropy Topography in Epileptic Electroencephalography. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito |
| 2009 | ICANN | Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips. | Matteo Cacciola, Salvatore Calcagno, Filippo Lagan, Giuseppe Megali, Diego Pellican, Mario Versaci, Francesco Carlo Morabito |
| 2009 | ICANN | Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data. | Maurizio Fiasch, Anju Verma, Maria Cuzzola, Pasquale Iacopino, Nikola K. Kasabov, Francesco Carlo Morabito |
| 2009 | ICONIP | Ontology Based Personalized Modeling for Type 2 Diabetes Risk Analysis: An Integrated Approach. | Anju Verma, Maurizio Fiasch, Maria Cuzzola, Pasquale Iacopino, Francesco Carlo Morabito, Nikola K. Kasabov |
| 2009 | IJCNN | Entropy spatial clustering in epileptic EEG. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco Carlo Morabito |
| 2008 | ICONIP | A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework. | Matteo Cacciola, Maurizio Fiasch, Giuseppe Megali, Francesco Carlo Morabito, Mario Versaci |
| 2008 | IJCNN | 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 |
| 2007 | IJCNN | Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings. | Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2007 | IJCNN | 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 |
| 2007 | KES | 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 |
| 2007 | KES | Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism. | Nadia Mammone, Maurizio Fiasch, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci |
| 2007 | KES | Multiresolution ICA for Artifact Identification from Electroencephalographic Recordings. | Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Francesco Carlo Morabito |
| 2006 | ICONIP | 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 |
| 2006 | ICONIP | 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 |
| 2006 | ICONIP | 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 |
| 2006 | IJCNN | A Comparison between Soft Computing and Statistic Approaches to Identify Plasma Columns in Tokamak Reactors. | Salvatore Calcagno, Antonino Greco, Francesco Carlo Morabito, Mario Versaci |
| 2006 | IJCNN | Solar Activity Forecasting by Incorporating Prior Knowledge from Nonlinear Dynamics into Neural Networks. | Salvatore Marra, Francesco Carlo Morabito |
| 2005 | ESANN | A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. | Bruno Azzerboni, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito |
| 2005 | IJCNN | PCA and ICA for the extraction of EEG components in cerebral death assessment. | Fabio La Foresta, Francesco Carlo Morabito, Bruno Azzerboni, Maurizio Ipsale |
| 2005 | IJCNN | Independent component analysis and high-order statistics for automatic artifact rejection. | Nadia Mammone, Francesco Carlo Morabito |
| 2005 | IJCNN | Design of neural predictors using tools of chaos theory and Bayesian learning. | Salvatore Marra, Francesco Carlo Morabito, Mario Versaci |
| 2004 | ESANN | Disruption Anticipation in Tokamak Reactors: A Two-Factors Fuzzy Time Series Approach. | Francesco Carlo Morabito, Mario Versaci |
| 2004 | IJCNN | Neural-ICA and wavelet transform for artifacts removal in surface EMG. | Bruno Azzerboni, Mario Carpentieri, Fabio La Foresta, Francesco Carlo Morabito |
| 2004 | IJCNN | 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 |
| 2003 | IJCNN | Time-frequency characterization of multi-channel dynamic sEMG recordings by neural networks. | Bruno Azzerboni, Giovanni Finocchio, Maurizio Ipsale, Fabio La Foresta, Francesco Carlo Morabito |
| 2003 | IJCNN | A Morlet wavelet classification technique for ICA filtered sEMG experimental data. | Antonino Greco, Domenico Costantino, Francesco Carlo Morabito, Mario Versaci |
| 2003 | IJCNN | Neural networks and Cao's method: A novel approach for air pollutants time series forecasting. | Salvatore Marra, Francesco Carlo Morabito, Mario Versaci |
| 2000 | IJCNN | ICA-NN Based Data Fusion Approach in ECT Signal Restoration. | Giovanni Simone, Francesco Carlo Morabito |
| 2000 | IJCNN | RBFNN-Based Hole Identification System in Conducting Plates. | Giovanni Simone, Francesco Carlo Morabito |
| 1999 | IJCNN | Independent component analysis and neural approaches to the extraction of features from NDT/NDE. | Francesco Carlo Morabito |
| 1999 | IJCNN | A fuzzy neural approach to plasma disruption prediction in tokamak reactors. | Francesco Carlo Morabito, Mario Versaci |