TR
Tagliaferri Roberto
AlgorithmsNeural Networks, ComputerSoftwareastro-phArtificial IntelligenceCluster Analysiscs.CVcs.LGGene Expression Profilingstat.ML
On Valency
published · living versionsW_8wpsehm5·v1 · currentpublished
Mining the SDSS archive. I. Photometric redshifts in the nearby universe
with D'Abrusco Raffaele, Staiano Antonino, Longo Giuseppe, Brescia Massimo +2
1 version
W_rcwtp5mh·v1published
Preprints & journals
55 papers in the corpus · 1990–2026A latent factor framework to organize regulatory and metabolic programs inferred from scRNA-seq.42524695 · Napoli, Chiara, Bardozzo, Francesco, Verma, Suraj et al.2026 · 0 citationsBioinformatics advances. 2026;6(1):vbag185
Investigating infection and clinical data to predict effective antibiotic therapy and monitor resistance trends.42214660 · Benedetto, Marco, Piccinni, Giuseppe, De Leo, Cristina et al.2026 · 1 citationInternational journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases. 2026;170:108842
Advancing label-free cell classification with connectome-inspired explainable models and a novel LIVECell-CLS dataset.40381472 · Fiore, Pierpaolo, Terlizzi, Andrea, Bardozzo, Francesco et al.2025 · 6 citationsComputers in biology and medicine. 2025;192(Pt B):110274
Consensus of algorithms for lesion segmentation in brain MRI studies of multiple sclerosis.39266642 · De Rosa, Alessandro Pasquale, Benedetto, Marco, Tagliaferri, Stefano et al.2024 · 23 citationsScientific reports. 2024;14(1):21348
Enhanced tissue slide imaging in the complex domain via cross-explainable GAN for Fourier ptychographic microscopy.39018884 · Bardozzo, Francesco, Fiore, Pierpaolo, Valentino, Marika et al.2024 · 12 citationsComputers in biology and medicine. 2024;179:108861
Topical use of tobramycin: A possible innovative treatment of severe skin chronic ulcers.39005164 · Cirielli, Corrado, Facchiano, Francesco, Picardo, Mauro et al.2024 · 1 citationExperimental dermatology. 2024;33(7):e15131
Label-free cell classification in holographic flow cytometry through an unbiased learning strategy.38264771 · Ciaparrone, Gioele, Pirone, Daniele, Fiore, Pierpaolo et al.2024 · 26 citationsLab on a chip. 2024;24(4):924-932
An automated pipeline integrating AlphaFold 2 and MODELLER for protein structure prediction.38047234 · Gil Zuluaga, Fabio Hernan, D'Arminio, Nancy, Bardozzo, Francesco et al.2023 · 9 citationsComputational and structural biotechnology journal. 2023;21:5620-5629
ElegansNet: a brief scientific report and initial experiments.10.1101/2023.04.23.537987v1 · Bardozzo, F., Terlizzi, A., Lio, P. et al.2023 · 2 citationsbioRxiv
ElegansNet: a brief scientific report and initial experiments2304.13538v1 · Francesco Bardozzo, Andrea Terlizzi, Pietro Lio et al.2023 · 2 citationsarXiv
Machine Learning as a Support for the Diagnosis of Type 2 Diabetes.37047748 · Agliata, Antonio, Giordano, Deborah, Bardozzo, Francesco et al.2023 · 63 citationsInternational journal of molecular sciences. 2023;24(7)
Investigating the Effects of Amino Acid Variations in Human Menin.35268848 · Biancaniello, Carmen, D'Argenio, Antonia, Giordano, Deborah et al.2024 · 16 citationsMolecules (Basel, Switzerland). 2022;27(5)
StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy.35139482 · Bardozzo, Francesco, Collins, Toby, Forgione, Antonello et al.2022 · 43 citationsMedical image analysis. 2022;77:102380
A multiple network-based bioinformatics pipeline for the study of molecular mechanisms in oncological diseases for personalized medicine.34050359 · Dotolo, Serena, Marabotti, Anna, Rachiglio, Anna Maria et al.2022 · 10 citationsBriefings in bioinformatics. 2021;22(6)
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network.34891990 · Gil Zuluaga, Fabio Hernan, Bardozzo, Francesco, Rios Patino, Jorge Ivan et al.2021 · 14 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021;2021:3483-3486
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks.33185666 · Bardozzo, Francesco, Lió, Pietro, Tagliaferri, Roberto2021 · 2 citationsBioinformatics (Oxford, England). 2021;37(10):1411-1419
Adaptive binarization based on fuzzy integrals2003.08755v1 · Francesco Bardozzo, Borja De La Osa, Lubomira Horanska et al.2020 · 50 citationsarXiv
Stochastic Rank Aggregation for the Identification of Functional Neuromarkers.30604083 · Galdi, Paola, Fratello, Michele, Trojsi, Francesca et al.2020 · 1 citationNeuroinformatics. 2019;17(4):479-496
Deep Learning in Video Multi-Object Tracking: A Survey1907.12740v4 · Gioele Ciaparrone, Francisco Luque S'anchez, Siham Tabik et al.2019 · 665 citationsarXiv
Strong-Weak Pruning for Brain Network Identification in Connectome-Wide Neuroimaging: Application to Amyotrophic Lateral Sclerosis Disease Stage Characterization.30929575 · Serra, Angela, Galdi, Paola, Pesce, Emanuele et al.2020 · 10 citationsInternational journal of neural systems. 2019;29(7):1950007
INSIdE NANO: a systems biology framework to contextualize the mechanism-of-action of engineered nanomaterials.30655578 · Serra, Angela, Letunic, Ivica, Fortino, Vittorio et al.2020 · 34 citationsScientific reports. 2019;9(1):179
Robust clustering of noisy high-dimensional gene expression data for patients subtyping.29939219 · Coretto, Pietro, Serra, Angela, Tagliaferri, Roberto2019 · 31 citationsBioinformatics (Oxford, England). 2018;34(23):4064-4072
A study on multi-omic oscillations in Escherichia coli metabolic networks.30066640 · Bardozzo, Francesco, Lió, Pietro, Tagliaferri, Roberto2019 · 14 citationsBMC bioinformatics. 2018;19(Suppl 7):194
Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data.29040390 · Serra, Angela, Coretto, Pietro, Fratello, Michele et al.2018 · 25 citationsBioinformatics (Oxford, England). 2018;34(4):625-634
E2FM: an encrypted and compressed full-text index for collections of genomic sequences.28498928 · Montecuollo, Ferdinando, Schmid, Giovannni, Tagliaferri, Roberto2018 · 4 citationsBioinformatics (Oxford, England). 2017;33(18):2808-2817
Multi-View Ensemble Classification of Brain Connectivity Images for Neurodegeneration Type Discrimination.28210983 · Fratello, Michele, Caiazzo, Giuseppina, Trojsi, Francesca et al.2018 · 44 citationsNeuroinformatics. 2017;15(2):199-213
CONDOP: an R package for CONdition-Dependent Operon Predictions.27296981 · Fortino, Vittorio, Tagliaferri, Roberto, Greco, Dario2017 · 5 citationsBioinformatics (Oxford, England). 2016;32(20):3199-3200
MVDA: a multi-view genomic data integration methodology.26283178 · Serra, Angela, Fratello, Michele, Fortino, Vittorio et al.2016 · 71 citationsBMC bioinformatics. 2015;16:261
A multi-view genomic data simulator.25962835 · Fratello, Michele, Serra, Angela, Fortino, Vittorio et al.2015 · 7 citationsBMC bioinformatics. 2015;16:151
Transcriptome dynamics-based operon prediction in prokaryotes.24884724 · Fortino, Vittorio, Smolander, Olli-Pekka, Auvinen, Petri et al.2014 · 27 citationsBMC bioinformatics. 2014;15:145
Integrative genetic, epigenetic and pathological analysis of paraganglioma reveals complex dysregulation of NOTCH signaling.23955600 · Cama, Alessandro, Verginelli, Fabio, Lotti, Lavinia Vittoria et al.2014 · 38 citationsActa neuropathologica. 2013;126(4):575-94
Drug repositioning: a machine-learning approach through data integration.23800010 · Napolitano, Francesco, Zhao, Yan, Moreira, Vânia M et al.2013 · 349 citationsJournal of cheminformatics. 2013;5(1):30
Bioinformatic pipelines in Python with Leaf.23786315 · Napolitano, Francesco, Mariani-Costantini, Renato, Tagliaferri, Roberto2014 · 8 citationsBMC bioinformatics. 2013;14:201
Distinctive gene expression profiles in Balb/3T3 cells exposed to low dose cobalt nanoparticles, microparticles and ions: potential nanotoxicological relevance.23830394 · Perconti, S, Aceto, G M, Verginelli, F et al.2013 · 11 citationsJournal of biological regulators and homeostatic agents. 2013;27(2):443-54
Artificial neural network analysis of circulating tumor cells in metastatic breast cancer patients.21710134 · Giordano, Antonio, Giuliano, Mario, De Laurentiis, Michelino et al.2012 · 32 citationsBreast cancer research and treatment. 2011;129(2):451-8
Discovery of drug mode of action and drug repositioning from transcriptional responses.20679242 · Iorio, Francesco, Bosotti, Roberta, Scacheri, Emanuela et al.2010 · 815 citationsProceedings of the National Academy of Sciences of the United States of America. 2010;107(33):14621-6
Transitions at CpG dinucleotides, geographic clustering of TP53 mutations and food availability patterns in colorectal cancer.19718455 · Verginelli, Fabio, Bishehsari, Faraz, Napolitano, Francesco et al.2010 · 9 citationsPloS one. 2009;4(8):e6824
Identifying network of drug mode of action by gene expression profiling.19183001 · Iorio, Francesco, Tagliaferri, Roberto, di Bernardo, Diego2009 · 101 citationsJournal of computational biology : a journal of computational molecular cell biology. 2009;16(2):241-51
Computational intelligence and machine learning in bioinformatics.18929473 · Valentini, Giorgio, Tagliaferri, Roberto, Masulli, Francesco2009 · 24 citationsArtificial intelligence in medicine. 2009;45(2-3):91-6
Interactive data analysis and clustering of genomic data.18255261 · Ciaramella, A, Cocozza, S, Iorio, F et al.2008 · 34 citationsNeural networks : the official journal of the International Neural Network Society. 2008;21(2-3):368-78
Mining the SDSS archive. I. Photometric redshifts in the nearby universeastro-ph/0703108v2 · D'Abrusco Raffaele, Staiano Antonino, Longo Giuseppe et al.2007 · 48 citationsAstrophys.J.663:752-764,2007on Valency
A multi-step approach to time series analysis and gene expression clustering.16397005 · Amato, R, Ciaramella, A, Deniskina, N et al.2006 · 44 citationsBioinformatics (Oxford, England). 2006;22(5):589-96
Complexity of time series associated to dynamical systems inferred from independent component analysis.16383572 · De Lauro, E, De Martino, S, Falanga, M et al.2006 · 30 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2005;72(4 Pt 2):046712
A novel information geometric approach to variable selection in MLP networks.15990274 · Eleuteri, A, Tagliaferri, R, Milano, L2006 · 17 citationsNeural networks : the official journal of the International Neural Network Society. 2005;18(10):1309-18
Neural network analysis for evaluating cancer risk in thyroid nodules with an indeterminate diagnosis at aspiration cytology: identification of a low-risk subgroup.15650360 · Ippolito, Antonio M, De Laurentiis, Michelino, La Rosa, Giacomo L et al.2005 · 42 citationsThyroid : official journal of the American Thyroid Association. 2004;14(12):1065-71
A multifrequency analysis of radio variability of blazarsastro-ph/0401501v2 · A. Ciaramella, C. Bongardo, H.D. Aller et al.2004 · 95 citationsAstron.Astrophys. 419 (2004) 485-500
A novel neural network-based survival analysis model.12850044 · Eleuteri, Antonio, Tagliaferri, Roberto, Milano, Leopoldo et al.2003 · 45 citationsNeural networks : the official journal of the International Neural Network Society. 2003;16(5-6):855-64
Neural networks in astronomy.12672427 · Tagliaferri, Roberto, Longo, Giuseppe, Milano, Leopoldo et al.2003 · 47 citationsNeural networks : the official journal of the International Neural Network Society. 2003;16(3-4):297-319
Neural networks for blind-source separation of Stromboli explosion quakes.18237999 · Acernese, F, Ciaramella, A, De Martino, S et al.2012 · 41 citationsIEEE transactions on neural networks. 2003;14(1):167-75
Neural Networks and Photometric Redshiftsastro-ph/0203445v2 · Roberto Tagliaferri, Giuseppe Longo, Stefano Andreon et al.2002 · 63 citationsarXivon Valency
Career total: 291 works. 55 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.