Publications

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2023
An Advanced Solution Based on Machine Learning for Remote EMDR Therapy, Fiani, F., Russo S., and Napoli C. , TECHNOLOGIES, Volume {11}, Number {6}, p.False-False, (2023)
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening, Proietti, Michela, Ragno Alessio, La Rosa Biagio, Ragno Rino, and Capobianco Roberto , MACHINE LEARNING, Volume {False}, Number {False}, p.False-False, (2023)
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening, Proietti, Michela, Ragno Alessio, La Rosa Biagio, Ragno Rino, and Capobianco Roberto , MACHINE LEARNING, Volume {False}, Number {False}, p.False-False, (2023)
Eye-Tracking System with Low-End Hardware: Development and Evaluation, Iacobelli, E., Ponzi V., Russo S., and Napoli C. , INFORMATION, Volume {14}, Number {12}, p.False-False, (2023)
Memory Replay For Continual Learning With Spiking Neural Networks, Proietti, Michela, Ragno Alessio, and Capobianco Roberto , Volume {False}, Number {False}, p.1-6, (2023)
A NEW APPROACH TO DETECTING AND PREVENTING POPULATIONS STAGNATION THROUGH DYNAMIC CHANGES IN MULTI-POPULATION-BASED ALGORITHMS, Lapa, K., Rutkowska D., Byrski A., and Napoli C. , JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH, Volume {13}, Number {4}, p.289-306, (2023)
A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection, Alfarano, A., De Magistris G., Mongelli L., Russo S., Starczewski J., and Napoli C. , Volume {14126}, Number {False}, p.3-16, (2023)
Understanding Deep RL agent decisions: a novel interpretable approach with trainable prototypes, Borzillo, Caterina, Ragno Alessio, and Capobianco Roberto , Volume {False}, Number {False}, p.False-False, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
2022
Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits, Brandizzi, N., Russo S., Galati G., and Napoli C. , INFORMATION, Volume {13}, Number {11}, p.511-False, (2022)
Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models, Ponzi, Valerio, Russo Samuele, Agata Wajda, Rafa Brociek, and Napoli Christian , Volume {3360}, Number {False}, p.55-63, (2022)
Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models, Ponzi, Valerio, Russo Samuele, Agata Wajda, Rafa Brociek, and Napoli Christian , Volume {3360}, Number {False}, p.55-63, (2022)
Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models, Ponzi, Valerio, Russo Samuele, Agata Wajda, Rafa Brociek, and Napoli Christian , Volume {3360}, Number {False}, p.55-63, (2022)
Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models, Ponzi, Valerio, Russo Samuele, Agata Wajda, Rafa Brociek, and Napoli Christian , Volume {3360}, Number {False}, p.55-63, (2022)
A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data, Ponzi, V., Russo S., Wajda A., and Napoli C. , Volume {3398}, Number {False}, p.9-15, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19, DE MAGISTRIS, Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., and Napoli Christian , INFORMATION, Volume {13}, Number {3}, p.False-False, (2022)
Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control, Napoli, Christian, DE MAGISTRIS Giorgio, Ciancarelli Carlo, Corallo Francesco, Russo Francesco, and Nardi Daniele , EXPERT SYSTEMS WITH APPLICATIONS, Volume {False}, Number {False}, p.False-False, (2022)
Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control, Napoli, Christian, DE MAGISTRIS Giorgio, Ciancarelli Carlo, Corallo Francesco, Russo Francesco, and Nardi Daniele , EXPERT SYSTEMS WITH APPLICATIONS, Volume {False}, Number {False}, p.False-False, (2022)
Fall Detection using NAO Robot Pose Estimation in RoboCup SPL Matches, Zampino, Cristian, Biancospino Flavio, Brienza Michele, Laus Francesco, Di Stefano Gianluca, Romano Rocchina, Pennisi Andrea, Suriani Vincenzo, and Bloisi Domenico Daniele , Volume {False}, Number {False}, p.False-False, (2022)
Fall Detection using NAO Robot Pose Estimation in RoboCup SPL Matches, Zampino, Cristian, Biancospino Flavio, Brienza Michele, Laus Francesco, Di Stefano Gianluca, Romano Rocchina, Pennisi Andrea, Suriani Vincenzo, and Bloisi Domenico Daniele , Volume {False}, Number {False}, p.False-False, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Impact of the COVID-19 Pandemic on Clinical Pathways for Non-SARS-CoV-2 Related Diseases in the Lazio Region, Italy, Piane, M., Bianco L., Mancini R., Fornelli P., Gabriele A., Medici F., Battista C., Greco S., Croce G., Franceschetti L., et al. , INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, Volume {19}, Number {2}, p.635-False, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal}, Proia, Eleonora, Ragno Alessio, Antonini Lorenzo, Sabatino Manuela, Mladenović Milan, Capobianco Roberto, and Ragno Rino , JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, Volume {36}, Number {7}, p.483-505, (2022)
A Novel DWT-based Encoder for Human Pose Estimation, DE MAGISTRIS, Giorgio, Romano Matteo, Starczewski Janusz, and Napoli Christian , Volume {False}, Number {False}, p.False-False, (2022)
The preventive health professions in Italy. The efficient use of resources, skills and best practice during the pandemic, Marcotrigiano, V., Pattavina F., Blangiardi L., Salerno G., Dalena A., Del Bianco F., Di Fant M., Fabbro A., Forgiarini M., Lanzilotti C., et al. , HEALTHCARE, Volume {10}, Number {10}, p.1906-False, (2022)
The preventive health professions in Italy. The efficient use of resources, skills and best practice during the pandemic, Marcotrigiano, V., Pattavina F., Blangiardi L., Salerno G., Dalena A., Del Bianco F., Di Fant M., Fabbro A., Forgiarini M., Lanzilotti C., et al. , HEALTHCARE, Volume {10}, Number {10}, p.1906-False, (2022)

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