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Antonino Staiano, PhD
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Cited by
Year
Intrinsic dimension estimation: Advances and open problems
F Camastra, A Staiano
Information Sciences 328, 26-41, 2016
1932016
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
1652006
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
1222015
Neural neZtworks in astronomy
R Tagliaferri, G Longo, L Milano, F Acernese, F Barone, A Ciaramella, ...
Neural Networks 16 (3-4), 297-319, 2003
692003
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
602007
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
552006
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
432015
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
402010
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, 235-247, 2013
382013
Prediction of environmental missing data time series by Support Vector Machine Regression and Correlation Dimension estimation
F Camastra, V Capone, A Ciaramella, A Riccio, A Staiano
Environmental Modelling & Software 150, 105343, 2022
312022
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
302008
Statistical and computational methods for genetic diseases: an overview
F Camastra, MD Di Taranto, A Staiano
Computational and mathematical methods in medicine 2015, 2015
272015
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
272000
Spatio-temporal learning in predicting ambient particulate matter concentration by multi-layer perceptron
E Chianese, F Camastra, A Ciaramella, TC Landi, A Staiano, A Riccio
Ecological informatics 49, 54-61, 2019
252019
A neuro-fuzzy approach for sensor network data cleaning
A Petrosino, A Staiano
Knowledge-Based Intelligent Information and Engineering Systems: 11thá…, 2007
252007
Data integration by fuzzy similarity-based hierarchical clustering
A Ciaramella, D Nardone, A Staiano
BMC bioinformatics 21, 1-15, 2020
212020
A bayesian-based neural network model for solar photovoltaic power forecasting
A Ciaramella, A Staiano, S Cervone, Guido, Alessandrini
Advances in Neural Networks - Smart Innovation, Systems and Technologies 54á…, 2016
212016
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: 22nd Italian Workshop on Neural Nets, WIRNá…, 2013
212013
A Sparse-Modeling based approach for Class-Specific feature selection
D Nardone, A Ciaramella, A Staiano
PeerJ Computer Science, 2019
182019
Unsupervised neural networks for the extraction of scientific information from astronomical data
A Staiano
182004
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Articles 1–20