Roberto Tagliaferri

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 38

Top Venues

Publications

Francesco Bardozzo, Andrea Terlizzi, Claudio Simoncini, Pietro Lió, Roberto Tagliaferri
Elegans-AI: How the connectome of a living organism could model artificial neural networks. Neurocomputing 584 (2024)
Francesco Bardozzo, Pierpaolo Fiore, Marika Valentino, Vittorio Bianco, Pasquale Memmolo, Lisa Miccio, Valentina Brancato, Giovanni Smaldone, Marcello Gambacorta, Marco Salvatore, Pietro Ferraro, Roberto Tagliaferri
Enhanced tissue slide imaging in the complex domain via cross-explainable GAN for Fourier ptychographic microscopy. Comput. Biol. Medicine 179 (2024)
Francesco Bardozzo, Andrea Terlizzi, Pietro Liò, Roberto Tagliaferri
ElegansNet: a brief scientific report and initial experiments. CoRR (2023)
Alessio Petrozziello, Luigi Troiano, Angela Serra, Ivan Jordanov, Giuseppe Storti, Roberto Tagliaferri, Michele La Rocca
Deep learning for volatility forecasting in asset management. Soft Comput. 26 (17) (2022)
Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy. Medical Image Anal. 77 (2022)
Francesco Bardozzo, Mattia delli Priscoli, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation. IJCNN (2022)
Gioele Ciaparrone, Leonardo Chiariglione, Roberto Tagliaferri
A comparison of deep learning models for end-to-end face-based video retrieval in unconstrained videos. Neural Comput. Appl. 34 (10) (2022)
Serena Dotolo, Anna Marabotti, Anna Maria Rachiglio, Riziero Esposito Abate, Marco Benedetto, Fortunato Ciardiello, Antonella De Luca, Nicola Normanno, Angelo M. Facchiano, Roberto Tagliaferri
A multiple network-based bioinformatics pipeline for the study of molecular mechanisms in oncological diseases for personalized medicine. Briefings Bioinform. 22 (6) (2021)
Francesco Bardozzo, Pietro Lió, Roberto Tagliaferri
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks. Bioinform. 37 (10) (2021)
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
Sugeno integral generalization applied to improve adaptive image binarization. Inf. Fusion 68 (2021)
Serena Dotolo, Anna Marabotti, Angelo M. Facchiano, Roberto Tagliaferri
A review on drug repurposing applicable to COVID-19. Briefings Bioinform. 22 (2) (2021)
Francesco Bardozzo, Mattia delli Priscoli, Andrea G. Russo, Davide Crescenzi, Ugo Di Benedetto, Fabrizio Esposito, Roberto Tagliaferri
Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural Networks and Localized 2D Brain Age Biomarkers. CIBB (2021)
Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network. CoRR (2021)
Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network. EMBC (2021)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways. CoRR (2020)
Francesco Bardozzo, Sebastian Cano Uribe, Andrea G. Russo, Mateo Jiménez Castaño, Mattia delli Priscoli, Fabrizio Esposito, Roberto Tagliaferri
Motor strength classification with machine learning approaches applied to anatomical neuroimages. IJCNN (2020)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks. CoRR (2020)
Gioele Ciaparrone, Francesco Bardozzo, Mattia delli Priscoli, Juanita Londoño Kallewaard, Maycol Ruiz Zuluaga, Roberto Tagliaferri
A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection. IJCNN (2020)
Gioele Ciaparrone, Francisco Luque Sánchez, Siham Tabik, Luigi Troiano, Roberto Tagliaferri, Francisco Herrera
Deep learning in video multi-object tracking: A survey. Neurocomputing 381 (2020)
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
Adaptive binarization based on fuzzy integrals. CoRR (2020)
Ferdinando Montecuollo, Giovannni Schmid, Roberto Tagliaferri
E2FM: an encrypted and compressed full-text index for collections of genomic sequences. CoRR (2019)
Paola Galdi, Michele Fratello, Francesca Trojsi, Antonio Russo, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
Stochastic Rank Aggregation for the Identification of Functional Neuromarkers. Neuroinformatics 17 (4) (2019)
Angela Serra, Paola Galdi, Emanuele Pesce, Michele Fratello, Francesca Trojsi, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
Strong-Weak Pruning for Brain Network Identification in Connectome-Wide Neuroimaging: Application to Amyotrophic Lateral Sclerosis Disease Stage Characterization. Int. J. Neural Syst. 29 (7) (2019)
Gioele Ciaparrone, Francisco Luque Sánchez, Siham Tabik, Luigi Troiano, Roberto Tagliaferri, Francisco Herrera
Deep Learning in Video Multi-Object Tracking: A Survey. CoRR (2019)
Paola Galdi, Michele Fratello, Francesca Trojsi, Antonio Russo, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
Consensus-based feature extraction in rs-fMRI data analysis. Soft Comput. 22 (11) (2018)
Angela Serra, Paola Galdi, Roberto Tagliaferri
Machine learning for bioinformatics and neuroimaging. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
A study on multi-omic oscillations in Escherichia coli metabolic networks. BMC Bioinform. (7) (2018)
Angela Serra, Pietro Coretto, Michele Fratello, Roberto Tagliaferri
Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data. Bioinform. 34 (4) (2018)
Pietro Coretto, Angela Serra, Roberto Tagliaferri
Robust clustering of noisy high-dimensional gene expression data for patients subtyping. Bioinform. 34 (23) (2018)
Angela Serra, Antonio della Pietra, Marcus Herdener, Roberto Tagliaferri, Fabrizio Esposito
Automatic Discrimination of Auditory Stimuli Perceived by the Human Brain. CIBB (2018)
Gioele Ciaparrone, Angela Serra, Vito Covito, Paolo Finelli, Carlo Alberto Scarpato, Roberto Tagliaferri
A Deep Learning Approach for Road Damage Classification. MUE/FutureTech (2018)
Ferdinando Montecuollo, Giovannni Schmid, Roberto Tagliaferri
E2FM: an encrypted and compressed full-text index for collections of genomic sequences. Bioinform. 33 (18) (2017)
Angela Serra, Maria Domenica Guida, Pietro Lió, Roberto Tagliaferri
Hierarchical Block Matrix Approach for Multi-view Clustering. CIBB (2017)
Michele Fratello, Giuseppina Caiazzo, Francesca Trojsi, Antonio Russo, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
Multi-View Ensemble Classification of Brain Connectivity Images for Neurodegeneration Type Discrimination. Neuroinformatics 15 (2) (2017)
Angela Serra, Michele Fratello, Dario Greco, Roberto Tagliaferri
Data integration in genomics and systems biology. CEC (2016)
Vittorio Fortino, Roberto Tagliaferri, Dario Greco
CONDOP: an R package for CONdition-Dependent Operon Predictions. Bioinform. 32 (20) (2016)
Paola Galdi, Angela Serra, Dario Greco, Roberto Tagliaferri
Effectiveness of projection techniques in genomic data analysis. RTSI (2016)
Paola Galdi, Angela Serra, Roberto Tagliaferri
Rotation Clustering: A Consensus Clustering Approach to Cluster Gene Expression Data. WILF (2016)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
Multi omic oscillations in bacterial pathways. IJCNN (2015)
Michele Fratello, Angela Serra, Vittorio Fortino, Giancarlo Raiconi, Roberto Tagliaferri, Dario Greco
A multi-view genomic data simulator. BMC Bioinform. 16 (2015)
Angela Serra, Michele Fratello, Vittorio Fortino, Giancarlo Raiconi, Roberto Tagliaferri, Dario Greco
MVDA: a multi-view genomic data integration methodology. BMC Bioinform. 16 (2015)
Angela Serra, Dario Greco, Roberto Tagliaferri
Impact of different metrics on multi-view clustering. IJCNN (2015)
Vittorio Fortino, Olli-Pekka Smolander, Petri Auvinen, Roberto Tagliaferri, Dario Greco
Transcriptome dynamics-based operon prediction in prokaryotes. BMC Bioinform. 15 (2014)
Paola Galdi, Francesco Napolitano, Roberto Tagliaferri
Consensus Clustering in Gene Expression. CIBB (2014)
Francesco Napolitano, Yan Zhao, Vania M. Moreira, Roberto Tagliaferri, Juha Kere, Mauro D'Amato, Dario Greco
Drug Repositioning: A Machine-Learning Approach through Data Integration. J. Cheminformatics 5 (2013)
Francesco Napolitano, Roberto Tagliaferri, Pierre Baldi
An Adaptive Reference Point Approach to Efficiently Search Large Chemical Databases. WIRN (2013)
Ekaterina Nosova, Francesco Napolitano, Roberto Amato, Sergio Cocozza, Gennaro Miele, Giancarlo Raiconi, Roberto Tagliaferri
An improved combinatorial biclustering algorithm. Neural Comput. Appl. 22 (Supplement-1) (2013)
Francesco Napolitano, Renato Mariani-Costantini, Roberto Tagliaferri
Bioinformatic pipelines in Python with leaf. BMC Bioinform. 14 (2013)
Francesco Napolitano, Roberto Tagliaferri
Supporting the Design, Communication and Management of Bioinformatic Protocols through the Leaf Tool. CIBB (2011)
Ekaterina Nosova, Giancarlo Raiconi, Roberto Tagliaferri
A multi-Biclustering Combinatorial Based algorithm. CIDM (2011)
Angelo Ciaramella, Enza De Lauro, Salvatore De Martino, Mariarosaria Falanga, Roberto Tagliaferri
Modeling and Generating Organ Pipes Self-Sustained Tones by Using ICA. J. Signal Inf. Process. 2 (3) (2011)
Loredana Murino, Claudia Angelini, Italia De Feis, Giancarlo Raiconi, Roberto Tagliaferri
Beyond classical consensus clustering: The least squares approach to multiple solutions. Pattern Recognit. Lett. 32 (12) (2011)
Francesco Masulli, Roberto Tagliaferri
Advances in Computational Intelligence and Bioinformatics. Soft Comput. 15 (8) (2011)
Ekaterina Nosova, Roberto Tagliaferri, Francesco Masulli, Stefano Rovetta
Biclustering by Resampling. CIBB (2010)
Ekaterina Nosova, Giancarlo Raiconi, Roberto Tagliaferri
A Combinatoric biclustering algorithm. WIRN (2010)
Francesco Napolitano, Roberto Tagliaferri, Pierre Baldi
A scalable reference-point based algorithm to efficiently search large chemical databases. IJCNN (2010)
Paulo J. G. Lisboa, Alfredo Vellido, Roberto Tagliaferri, Francesco Napolitano, Michele Ceccarelli, José David Martín-Guerrero, Elia Biganzoli
Data Mining in Cancer Research [Application Notes]. IEEE Comput. Intell. Mag. 5 (1) (2010)
Francesco Iorio, Loredana Murino, Diego di Bernardo, Giancarlo Raiconi, Roberto Tagliaferri
Gene ontology fuzzy-enrichment analysis to investigate drug mode-of-action. IJCNN (2010)
Giorgio Valentini, Roberto Tagliaferri, Francesco Masulli
Computational intelligence and machine learning in bioinformatics. Artif. Intell. Medicine 45 (2-3) (2009)
Francesco Iorio, Roberto Tagliaferri, Diego di Bernardo
Identifying Network of Drug Mode of Action by Gene Expression Profiling. J. Comput. Biol. 16 (2) (2009)
Ida Bifulco, Carmine Fedullo, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Multiple data structure discovery through global optimisation, meta clustering and consensus methods. Int. J. Knowl. Eng. Soft Data Paradigms 1 (4) (2009)
Ida Bifulco, Carmine Fedullo, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Global optimization, Meta Clustering and consensus clustering for class prediction. IJCNN (2009)
Loredana Murino, Claudia Angelini, Ida Bifulco, Italia De Feis, Giancarlo Raiconi, Roberto Tagliaferri
Multiple Clustering Solutions Analysis through Least-Squares Consensus Algorithms. CIBB (2009)
Ida Bifulco, Carmine Fedullo, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Metaclustering and Consensus Algorithms for Interactive Data Analysis and Validation. WILF (2009)
Francesco Iorio, Roberto Tagliaferri, Diego di Bernardo
Building Maps of Drugs Mode-of-Action from Gene Expression Data. CIBB (2008)
Ida Bifulco, Carmine Fedullo, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Robust Clustering by Aggregation and Intersection Methods. KES (3) (2008)
Vitoantonio Bevilacqua, Paolo Pannarale, Giuseppe Mastronardi, Amalia Azzariti, Stefania Tommasi, Filippo Menolascina, Francesco Iorio, Diego di Bernardo, Angelo Paradiso, Nicola A. Colabufo, Francesco Berardi, Roberto Perrone, Roberto Tagliaferri
High-Throughput Analysis of the Drug Mode of Action of PB28, MC18 and MC70, Three Cyclohexylpiperazine Derivative New Molecules. ICIC (2) (2008)
Vito Di Gesù, Roberto Tagliaferri
Preface. Int. J. Approx. Reason. 47 (1) (2008)
Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri, Angelo Ciaramella, Antonino Staiano, Gennaro Miele
Clustering and visualization approaches for human cell cycle gene expression data analysis. Int. J. Approx. Reason. 47 (1) (2008)
Ida Bifulco, Francesco Iorio, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Interactive Visualization Tools for Meta-Clustering. WIRN (2008)
Angelo Ciaramella, Sergio Cocozza, Francesco Iorio, Gennaro Miele, Francesco Napolitano, Michele Pinelli, Giancarlo Raiconi, Roberto Tagliaferri
Interactive data analysis and clustering of genomic data. Neural Networks 21 (2-3) (2008)
Ida Bifulco, Loredana Murino, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
Using Global Optimization to Explore Multiple Solutions of Clustering Problems. KES (3) (2008)
Angelo Ciaramella, Witold Pedrycz, Roberto Tagliaferri
The Genetic Development of Uninorm-Based Neurons. WILF (2007)
Faraz Bishehsari, Mahboobeh Mahdavinia, Reza Malekzadeh, Renato Mariani-Costantini, Gennaro Miele, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri, Fabio Verginelli
PCA Based Feature Selection Applied to the Analysis of the International Variation in Diet. WILF (2007)
Angelo Ciaramella, Sergio Cocozza, Francesco Iorio, Gennaro Miele, Francesco Napolitano, Michele Pinelli, Giancarlo Raiconi, Roberto Tagliaferri
Clustering, Assessment and Validation: an application to gene expression data. IJCNN (2007)
Francesco Iorio, Gennaro Miele, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri
An Interactive Tool for Data Visualization and Clustering. KES (3) (2007)
Angelo Ciaramella, Paolo D'Arco, Alfredo De Santis, Clemente Galdi, Roberto Tagliaferri
Neural Network Techniques for Proactive Password Checking. IEEE Trans. Dependable Secur. Comput. 3 (4) (2006)
Angelo Ciaramella, Enza De Lauro, Salvatore De Martino, Mariarosaria Falanga, Roberto Tagliaferri
ICA based identification of dynamical systems generating synthetic and real world time series. Soft Comput. 10 (7) (2006)
Antonino Staiano, Roberto Tagliaferri, Witold Pedrycz
Improving RBF networks performance in regression tasks by means of a supervised fuzzy clustering. Neurocomputing 69 (13-15) (2006)
Angelo Ciaramella, Roberto Tagliaferri, Witold Pedrycz, Antonio Di Nola
Fuzzy relational neural network. Int. J. Approx. Reason. 41 (2) (2006)
Roberto Amato, Angelo Ciaramella, Natalia Deniskina, Carmine Del Mondo, Diego di Bernardo, Ciro Donalek, Giuseppe Longo, Giuseppe Mangano, Gennaro Miele, Giancarlo Raiconi, Antonino Staiano, Roberto Tagliaferri
A multi-step approach to time series analysis and gene expression clustering. Bioinform. 22 (5) (2006)
Roberto Amato, Angelo Ciaramella, Natalia Deniskina, Carmine Del Mondo, Diego di Bernardo, Ciro Donalek, Giuseppe Longo, Giuseppe Mangano, Gennaro Miele, Giancarlo Raiconi, Antonino Staiano, Roberto Tagliaferri
NEC for Gene Expression Analysis. WILF (2005)
Antonino Staiano, Angelo Ciaramella, Lara De Vinco, Giuseppe Longo, Giancarlo Raiconi, Roberto Tagliaferri, Roberto Amato, Carmine Del Mondo, Giuseppe Mangano, Gennaro Miele
Visualization, Clustering and Classification of Multidimensional Astronomical Data. CAMP (2005)
Angelo Ciaramella, Witold Pedrycz, Roberto Tagliaferri
OR/AND Neurons for Fuzzy Set Connectives Using Ordinal Sums and Genetic Algorithms. WILF (2005)
Angelo Ciaramella, Giuseppe Longo, Antonino Staiano, Roberto Tagliaferri
NEC: A Hierarchical Agglomerative Clustering Based on Fisher and Negentropy Information. WIRN/NAIS (2005)
Angelo Ciaramella, Roberto Tagliaferri, Witold Pedrycz
The genetic development of ordinal sums. Fuzzy Sets Syst. 151 (2) (2005)
Roberto Marmo, Sabrina Amodio, Roberto Tagliaferri, Vittoria Ferreri, Giuseppe Longo
Textural identification of carbonate rocks by image processing and neural network: Methodology proposal and examples. Comput. Geosci. 31 (5) (2005)
Antonio Eleuteri, Roberto Tagliaferri, Leopoldo Milano
A novel information geometric approach to variable selection in MLP networks. Neural Networks 18 (10) (2005)
Antonino Staiano, Roberto Tagliaferri, Lara De Vinco, Angelo Ciaramella, Giancarlo Raiconi, Giuseppe Longo, Gennaro Miele, Roberto Amato, Carmine Del Mondo, Ciro Donalek, Giuseppe Mangano, Diego di Bernardo
Mining Yeast Gene Microarray Data with Latent Variable Models. WIRN (2004)
Angelo Ciaramella, Roberto Tagliaferri, Witold Pedrycz
Ordinal sums by using genetic algorithms. FUZZ-IEEE (2004)
Antonino Staiano, Lara De Vinco, Angelo Ciaramella, Giancarlo Raiconi, Roberto Tagliaferri, Roberto Amato, Giuseppe Longo, Ciro Donalek, Gennaro Miele, Diego di Bernardo
Probabilistic Principal Surfaces for Yeast Gene Microarray Data Mining. ICDM (2004)
Roberto Tagliaferri, Giuseppe Longo, Leopoldo Milano, Fausto Acernese, Fabrizio Barone, Angelo Ciaramella, Rosario De Rosa, Ciro Donalek, Antonio Eleuteri, Giancarlo Raiconi, Salvatore Sessa, Antonino Staiano, Alfredo Volpicelli
Neural neZtworks in astronomy. Neural Networks 16 (3-4) (2003)
Antonino Staiano, Roberto Tagliaferri, Witold Pedrycz
Linear Regression Model-Guided Clustering for Training RBF Networks for Regression Problems. WILF (2003)
Antonio Eleuteri, Roberto Tagliaferri, Leopoldo Milano
Divergence Projections for Variable Selection in Multi-layer Perceptron Networks. WIRN (2003)
Roberto Tagliaferri, Giuseppe Longo, Bruno D'Argenio, Alberto Incoronato
Introduction: Neural networks for analysis of complex scientific data: astronomy and geosciences. Neural Networks 16 (3-4) (2003)
Fausto Acernese, Angelo Ciaramella, Salvatore De Martino, Rosario De Rosa, Mariarosaria Falanga, Roberto Tagliaferri
Neural networks for blind-source separation of Stromboli explosion quakes. IEEE Trans. Neural Networks 14 (1) (2003)
Roberto Tagliaferri, Giuseppe Longo, Stefano Andreon, Salvatore Capozziella, Ciro Donalek, Gerardo Giordano
Neural Networks for Photometric Redshifts Evaluation. WIRN (2003)
Angelo Ciaramella, Roberto Tagliaferri, Witold Pedrycz, Antonio Di Nola
Fuzzy Relational Neural Network for Data Analysis. WILF (2003)
Antonio Eleuteri, Roberto Tagliaferri, Leopoldo Milano, Sabino De Placido, Michele De Laurentiis
A novel neural network-based survival analysis model. Neural Networks 16 (5-6) (2003)
Lara Giordano, Claude Albore Livadie, Giovanni Paternoster, Raffaele Rinzivillo, Roberto Tagliaferri
Soft Computing Techniques for Classification of Bronze Age Axes. WIRN (2003)

Roberto Tagliaferri.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Roberto Tagliaferri