| Improving RBF networks performance in regression tasks by means of a supervised fuzzy clustering A Staiano, R Tagliaferri, W Pedrycz Neurocomputing 69 (13-15), 1570-1581, 2006 | 155 | 2006 |
| Intrinsic dimension estimation: Advances and open problems F Camastra, A Staiano Information Sciences 328, 26-41, 2016 | 89 | 2016 |
| A fuzzy decision system for genetically modified plant environmental risk assessment using Mamdani inference F Camastra, A Ciaramella, V Giovannelli, M Lener, V Rastelli, A Staiano, ... Expert Systems with Applications 42 (3), 1710-1716, 2015 | 87 | 2015 |
| A multi-step approach to time series analysis and gene expression clustering R Amato, A Ciaramella, N Deniskina, CD Mondo, D di Bernardo, ... Bioinformatics 22 (5), 589-596, 2006 | 56 | 2006 |
| Neural neZtworks in astronomy R Tagliaferri, G Longo, L Milano, F Acernese, F Barone, A Ciaramella, ... Neural Networks 16 (3-4), 297-319, 2003 | 56 | 2003 |
| Mining the SDSS archive. I. Photometric redshifts in the nearby universe R D’Abrusco, A Staiano, G Longo, M Brescia, M Paolillo, E De Filippis, ... The Astrophysical Journal 663 (2), 752, 2007 | 54 | 2007 |
| A multilayer perceptron neural network-based approach for the identification of responsiveness to interferon therapy in multiple sclerosis patients G Calcagno, A Staiano, G Fortunato, V Brescia-Morra, E Salvatore, ... Information Sciences 180 (21), 4153-4163, 2010 | 34 | 2010 |
| Machine learning and soft computing for ICT security: an overview of current trends F Camastra, A Ciaramella, A Staiano Journal of Ambient Intelligence and Humanized Computing 4 (2), 235-247, 2013 | 33 | 2013 |
| Association of USF1 and APOA5 polymorphisms with Familial Combined Hyperlipidemia in an Italian population MD Di Taranto, A Staiano, MN D'Agostino, A D'Angelo, E Bloise, ... Molecular and cellular probes 29 (1), 19-24, 2015 | 29 | 2015 |
| Clustering and visualization approaches for human cell cycle gene expression data analysis F Napolitano, G Raiconi, R Tagliaferri, A Ciaramella, A Staiano, G Miele International Journal of Approximate Reasoning 47 (1), 70-84, 2008 | 29 | 2008 |
| Merging fuzzy logic, neural networks, and genetic computation in the design of a decision‐support system V Loia, S Sessa, A Staiano, R Tagliaferri International Journal of Intelligent Systems 15 (7), 575-594, 2000 | 25 | 2000 |
| A neuro-fuzzy approach for sensor network data cleaning A Petrosino, A Staiano International Conference on Knowledge-Based and Intelligent Information and …, 2007 | 24 | 2007 |
| Statistical and computational methods for genetic diseases: An overview F Camastra, MD Di Taranto, A Staiano Computational and mathematical methods in medicine 2015, 2015 | 20 | 2015 |
| Investigation of single nucleotide polymorphisms associated to familial combined hyperlipidemia with random forests A Staiano, MD Di Taranto, E Bloise, MN D’Agostino, A D’Angelo, ... Neural nets and surroundings, 169-178, 2013 | 18 | 2013 |
| Unsupervised neural networks for the extraction of scientific information from astronomical data A Staiano | 18 | 2004 |
| Probabilistic principal surfaces for yeast gene microarray data mining A Staiano, L De Vinco, A Ciaramella, G Raiconi, R Tagliaferri, R Amato, ... Fourth IEEE International Conference on Data Mining (ICDM'04), 202-208, 2004 | 16 | 2004 |
| NEC: a hierarchical agglomerative clustering based on Fisher and Negentropy information A Ciaramella, G Longo, A Staiano, R Tagliaferri Neural Nets, 49-56, 2005 | 13 | 2005 |
| Genetic-based spatial clustering A Di Nola, V Loia, A Staiano Ninth IEEE International Conference on Fuzzy Systems. FUZZ-IEEE 2000 (Cat …, 2000 | 13 | 2000 |
| Data mining of large astronomical databases with neural tools G Longo, C Donalek, G Raiconi, A Staiano, R Tagliaferri, S Sessa, ... Astronomical Data Analysis II 4847, 265-276, 2002 | 11 | 2002 |
| A supervised fuzzy clustering for radial basis function neural networks training R Tagliaferri, A Staiano, D Scala Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International …, 2001 | 10 | 2001 |
Giuseppe LongoFull professor of Astrophysics - Università Federico IIVerified email at na.infn.it
