Salvatore Cuomo

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 122

Top Venues

CoRR

Concurr. Comput. Pract. Exp.

Future Gener. Comput. Syst.

Int. J. Parallel Program.

Publications

Francesco Piccialli, Salvatore Cuomo, Vincenzo Schiano Di Cola, Giampaolo Casolla
A machine learning approach for IoT cultural data. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Salvatore Cuomo, Mariapia De Rosa, Francesco Piccialli, Laura Pompameo
Railway safety through predictive vertical displacement analysis using the PINN-EKF synergy. Math. Comput. Simul. 223 (2024)
Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli
Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. PDP (2024)
Vincenzo Schiano Di Cola, Dea M. L. Mango, Alessandro Bottino, Lorenzo Andolfo, Salvatore Cuomo
Magnetic resonance imaging enhancement using prior knowledge and a denoising scheme that combines total variation and histogram matching techniques. Frontiers Appl. Math. Stat. 9 (2023)
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. DASC/PiCom/CBDCom/CyberSciTech (2023)
Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. Inf. Fusion 100 (2023)
Federico Gatta, Carmela Iorio, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering. Neural Comput. Appl. 35 (16) (2023)
Rosanna Campagna, Costanza Conti, Salvatore Cuomo
A linear algebra approach to HP-splines frequency parameter selection. Appl. Math. Comput. 458 (2023)
Pasquale Ambrosio, Salvatore Cuomo, Mariapia De Rosa
A physics-informed deep learning approach for solving strongly degenerate parabolic problems. CoRR (2023)
Salvatore Cuomo, Wolfgang Erb, Gabriele Santin
Kernel-based models for influence maximization on graphs based on Gaussian process variance minimization. J. Comput. Appl. Math. 423 (2023)
Mariapia De Rosa, Fabio Giampaolo, Francesco Piccialli, Salvatore Cuomo
Modelling the COVID-19 infection rate through a Physics-Informed learning approach. PDP (2023)
Francesco Calabrò, Salvatore Cuomo, Daniela di Serafino, Giuseppe Izzo, Eleonora Messina
Time discretization in the solution of parabolic PDEs with ANNs. Appl. Math. Comput. 458 (2023)
Salvatore Cuomo, Mariapia De Rosa, Fabio Giampaolo, Stefano Izzo, Vincenzo Schiano Di Cola
Solving groundwater flow equation using physics-informed neural networks. Comput. Math. Appl. 145 (2023)
Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli
Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity. PDP (2023)
Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli
Neural networks generative models for time series. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue) (2022)
Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli
Heterogeneous data fusion considering spatial correlations using graph convolutional networks and its application in air quality prediction. J. King Saud Univ. Comput. Inf. Sci. 34 (6 Part B) (2022)
Salvatore Cuomo, Federico Gatta, Fabio Giampaolo, Carmela Iorio, Francesco Piccialli
An unsupervised learning framework for marketneutral portfolio. Expert Syst. Appl. 192 (2022)
Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
A machine learning-based approach for mercury detection in marine waters. ICDM (Workshops) (2022)
Francesco Calabrò, Salvatore Cuomo, Daniela di Serafino, Giuseppe Izzo, Eleonora Messina
The effect of time discretization on the solution of parabolic PDEs with ANNs. CoRR (2022)
Lei Xiao, Gang Mei, Salvatore Cuomo, Nengxiong Xu
Comparative investigation of GPU-accelerated triangle-triangle intersection algorithms for collision detection. Multim. Tools Appl. 81 (3) (2022)
Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maizar Raissi, Francesco Piccialli
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next. CoRR (2022)
Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
A physics-informed learning approach to Bernoulli-type free boundary problems. Comput. Math. Appl. 128 (2022)
Naijie Fan, Gang Mei, Zengyu Ding, Salvatore Cuomo, Nengxiong Xu
NN search in spatial interpolations. Int. J. Parallel Emergent Distributed Syst. 37 (1) (2022)
Giacomo Ascione, Salvatore Cuomo
A sojourn-based approach to semi-Markov Reinforcement Learning. CoRR (2022)
Fabio Giampaolo, Mariapia De Rosa, Pian Qi, Stefano Izzo, Salvatore Cuomo
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Salvatore Cuomo, Francesco Fato, Lorenzo Ugga, Gaia Spadarella, Renato Cuocolo, Fabio Giampaolo, Francesco Piccialli
A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging. PPAM (2) (2022)
Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maziar Raissi, Francesco Piccialli
Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next. J. Sci. Comput. 92 (3) (2022)
Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
The BIOCHIP project: A Deep Learning approach for multiwell segmentation. DASC/PiCom/CBDCom/CyberSciTech (2022)
Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
Cut the peaches: image segmentation for utility pattern mining in food processing. ICDM (Workshops) (2022)
Giacomo Ascione, Salvatore Cuomo
A Sojourn-Based Approach to Semi-Markov Reinforcement Learning. J. Sci. Comput. 92 (2) (2022)
Gaetano Zazzaro, Salvatore Cuomo, Angelo Martone, R. Valentino Montaquila, Gerardo Toraldo, Luigi Pavone
EEG signal analysis for epileptic seizures detection by applying Data Mining techniques. Internet Things 14 (2021)
Valerio Bellandi, Abdellah Chehri, Salvatore Cuomo, Gwanggil Jeon
Special issue on deep learning for emerging big multimedia super-resolution. Multim. Syst. 27 (4) (2021)
Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli
Heterogeneous Data Fusion Considering Spatial Correlations using Graph Convolutional Networks and its Application in Air Quality Prediction. CoRR (2021)
Chun Liu, Shuangyan Wang, Salvatore Cuomo, Gang Mei
Data analysis and mining of traffic features based on taxi GPS trajectories: A case study in Beijing. Concurr. Comput. Pract. Exp. 33 (3) (2021)
Francesco Piccialli, Vincenzo Schiano Di Cola, Fabio Giampaolo, Salvatore Cuomo
The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic. Inf. Syst. Frontiers 23 (6) (2021)
Gwanggil Jeon, Abdellah Chehri, Salvatore Cuomo, Sadia Din, Sohail Jabbar
Special issue on real-time behavioral monitoring in IoT applications using big data analytics. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, Danilo Crisci, Salvatore Cuomo
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data. ACM Trans. Internet Techn. 21 (3) (2021)
Xiaoyu Qi, Gang Mei, Salvatore Cuomo, Chun Liu, Nengxiong Xu
Data analysis and mining of the correlations between meteorological conditions and air quality: A case study in Beijing. Internet Things 14 (2021)
Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo, Salvatore Cuomo, Giancarlo Fortino
A survey on deep learning in medicine: Why, how and when? Inf. Fusion 66 (2021)
Shuangyan Wang, Gang Mei, Salvatore Cuomo
A generic paradigm for mining human mobility patterns based on the GPS trajectory data using complex network analysis. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Francesco Piccialli, Fabio Giampaolo, Alessandro Salvi, Salvatore Cuomo
A robust ensemble technique in forecasting workload of local healthcare departments. Neurocomputing 444 (2021)
Marzieh Raei, Salvatore Cuomo
An Efficient Localized Meshless Method Based on the Space-Time Gaussian RBF for High-Dimensional Space Fractional Wave and Damped Equations. Axioms 10 (4) (2021)
Francesco Calabrò, Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
Deep Learning for the Approximation of a Shape Functional. CoRR (2021)
Salvatore Cuomo, Giocanni Colecchia, Vincenzo Schiano Di Cola, Ugo Chirico
A virtual assistant in cultural heritage scenarios. Concurr. Comput. Pract. Exp. 33 (3) (2021)
Salvatore Cuomo, Wolfgang Erb, Gabriele Santin
Kernel-Based Models for Influence Maximization on Graphs based on Gaussian Process Variance Minimization. CoRR (2021)
Salvatore Cuomo, Francesco Piccialli, Federica Sica
RBF methods in a Stochastic Volatility framework for Greeks computation. J. Comput. Appl. Math. 380 (2020)
Francesco Piccialli, Salvatore Cuomo, Fabio Giampaolo, Giampaolo Casolla, Vincenzo Schiano Di Cola
Path prediction in IoT systems through Markov Chain algorithm. Future Gener. Comput. Syst. 109 (2020)
Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Vincenzo Schiano Di Cola
Decision Making in IoT Environment through Unsupervised Learning. IEEE Intell. Syst. 35 (1) (2020)
Francesco Piccialli, Yuji Yoshimura, Paolo Benedusi, Carlo Ratti, Salvatore Cuomo
Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum. Neural Comput. Appl. 32 (12) (2020)
Salvatore Cuomo, Federica Sica, Gerardo Toraldo
Greeks computation in the option pricing problem by means of RBF-PU methods. J. Comput. Appl. Math. 376 (2020)
Gwanggil Jeon, Awais Ahmad, Abdellah Chehri, Salvatore Cuomo
Special issue on video and imaging systems for critical engineering applications [SI 1096]. Multim. Tools Appl. 79 (13-14) (2020)
Gwanggil Jeon, Awais Ahmad, Salvatore Cuomo, Burak Kantarci
Guest Editorial: Special Issue on Emerging Technology for Software Define Network Enabled Internet of Things. Int. J. Parallel Program. 48 (2) (2020)
Xiaoyu Qi, Gang Mei, Salvatore Cuomo, Lei Xiao
A network-based method with privacy-preserving for identifying influential providers in large healthcare service systems. Future Gener. Comput. Syst. 109 (2020)
Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
A computational method for the European option price in an Internet of Things framework. Future Gener. Comput. Syst. 107 (2020)
Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Edoardo Prezioso, Vincenzo Schiano Di Cola
Unsupervised learning on multimedia data: a Cultural Heritage case study. Multim. Tools Appl. 79 (45-46) (2020)
Kaifeng Gao, Gang Mei, Francesco Piccialli, Salvatore Cuomo, Jingzhi Tu, Zenan Huo
Julia language in machine learning: Algorithms, applications, and open issues. Comput. Sci. Rev. 37 (2020)
Zengyu Ding, Gang Mei, Salvatore Cuomo, Yixuan Li, Nengxiong Xu
Comparison of Estimating Missing Values in IoT Time Series Data Using Different Interpolation Algorithms. Int. J. Parallel Program. 48 (3) (2020)
Jiayu Qin, Gang Mei, Salvatore Cuomo, Sixu Guo, Yixuan Li
CudaCHPre2D: A straightforward preprocessing approach for accelerating 2D convex hull computations on the GPU. Concurr. Comput. Pract. Exp. 32 (10) (2020)
Gerardo Severino, Salvatore Cuomo
Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations. SIAM/ASA J. Uncertain. Quantification 8 (2) (2020)
Giampaolo Casolla, Salvatore Cuomo, Vincenzo Schiano Di Cola, Francesco Piccialli
Exploring Unsupervised Learning Techniques for the Internet of Things. IEEE Trans. Ind. Informatics 16 (4) (2020)
Rosanna Campagna, Costanza Conti, Salvatore Cuomo
Computational error bounds for Laplace transform inversion based on smoothing splines. Appl. Math. Comput. 383 (2020)
Kaifeng Gao, Jingzhi Tu, Zenan Huo, Gang Mei, Francesco Piccialli, Salvatore Cuomo
Julia Language in Machine Learning: Algorithms, Applications, and Open Issues. CoRR (2020)
Francesco Piccialli, Salvatore Cuomo, Nik Bessis, Yuji Yoshimura
Data Science for the Internet of Things. IEEE Internet Things J. 7 (5) (2020)
Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets. Soft Comput. 24 (23) (2020)
Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
Pricing estimation of a barrier option in an IoT scenario. Future Gener. Comput. Syst. 110 (2020)
Shuangyan Wang, Salvatore Cuomo, Gang Mei, Wuyi Cheng, Nengxiong Xu
Efficient method for identifying influential vertices in dynamic networks using the strategy of local detection and updating. Future Gener. Comput. Syst. 91 (2019)
Salvatore Cuomo, Vincenzo De Angelis, Gennaro Farina, Livia Marcellino, Gerardo Toraldo
A GPU-accelerated parallel K-means algorithm. Comput. Electr. Eng. 75 (2019)
Gwanggil Jeon, Awais Ahmad, Salvatore Cuomo, Wei Wu
Special issue on bio-medical signal processing for smarter mobile healthcare using big data analytics. J. Ambient Intell. Humaniz. Comput. 10 (10) (2019)
Rosanna Campagna, Costanza Conti, Salvatore Cuomo
A Procedure for Laplace Transform Inversion Based on Smoothing Exponential-Polynomial Splines. NUMTA(1) (2019)
Pouria Assari, Fatemeh Asadi-Mehregan, Salvatore Cuomo
A numerical scheme for solving a class of logarithmic integral equations arisen from two-dimensional Helmholtz equations using local thin plate splines. Appl. Math. Comput. 356 (2019)
Shuangyan Wang, Gang Mei, Salvatore Cuomo
A simple and generic paradigm for creating complex networks using the strategy of vertex selecting-and-pairing. Future Gener. Comput. Syst. 100 (2019)
Awais Ahmad, Salvatore Cuomo, Wei Wu, Gwanggil Jeon
Intelligent algorithms and standards for interoperability in Internet of Things. Future Gener. Comput. Syst. 92 (2019)
Giuseppe Caggianese, Salvatore Cuomo, Massimo Esposito, Marco Franceschini, Luigi Gallo, Francesco Infarinato, Aniello Minutolo, Francesco Piccialli, Paola Romano
Serious Games and In-Cloud Data Analytics for the Virtualization and Personalization of Rehabilitation Treatments. IEEE Trans. Ind. Informatics 15 (1) (2019)
Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. CoRR (2019)
Pouria Assari, Salvatore Cuomo
The numerical solution of fractional differential equations using the Volterra integral equation method based on thin plate splines. Eng. Comput. 35 (4) (2019)
Salvatore Cuomo, Fabio Giampaolo, Gerardo Severino
A Travelling Wave Solution for Nonlinear Colloid Facilitated Mass Transport in Porous Media. NUMTA(1) (2019)
Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. NUMTA(1) (2019)
Zengyu Ding, Gang Mei, Salvatore Cuomo, Nengxiong Xu, Hong Tian
Performance Evaluation of GPU-Accelerated Spatial Interpolation Using Radial Basis Functions for Building Explicit Surfaces. Int. J. Parallel Program. 46 (5) (2018)
Angelo Chianese, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
Self and social network behaviours of users in cultural spaces. Int. J. Comput. Sci. Eng. 16 (3) (2018)
Salvatore Cuomo, Ardelio Galletti, Livia Marcellino
A GPU parallel optimised blockwise NLM algorithm in a distributed computing system. Int. J. High Perform. Comput. Netw. 11 (4) (2018)
Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Arun Kumar Sangaiah
Reproducing dynamics related to an Internet of Things framework: A numerical and statistical approach. J. Parallel Distributed Comput. 118 (Part) (2018)
Annalisa Romano, Rosanna Campagna, Paolo Masi, Salvatore Cuomo, Gerardo Toraldo
Data-Driven Approaches to Predict States in a Food Technology Case Study. RTSI (2018)
Gabriele Mencagli, Massimo Torquati, Fabio Lucattini, Salvatore Cuomo, Marco Aldinucci
Harnessing sliding-window execution semantics for parallel stream processing. J. Parallel Distributed Comput. 116 (2018)
Salvatore Cuomo, Ardelio Galletti, Livia Marcellino, Guglielmo Navarra, Gerardo Toraldo
On GPU-CUDA as preprocessing of fuzzy-rough data reduction by means of singular value decomposition. Soft Comput. 22 (5) (2018)
Salvatore Cuomo, Francesco Maiorano
Social network data analysis and mining applications for the Internet of Data. Concurr. Comput. Pract. Exp. 30 (15) (2018)
Naijie Fan, Gang Mei, Zengyu Ding, Salvatore Cuomo, Nengxiong Xu
Effect of Spatial Decomposition on the Efficiency of k Nearest Neighbors Search in Spatial Interpolation. Euro-Par Workshops (2018)
Francesco Giannino, Serena Esposito, Marcello Maria Diano, Salvatore Cuomo, Gerardo Toraldo
A predictive Decision Support System (DSS) for a microalgae production plant based on Internet of Things paradigm. Concurr. Comput. Pract. Exp. 30 (15) (2018)
Salvatore Cuomo, Raffaele Farina, Francesco Piccialli
An inverse Bayesian scheme for the denoising of ECG signals. J. Netw. Comput. Appl. 115 (2018)
Salvatore Cuomo, Livia Marcellino, Guglielmo Navarra
A Parallel Implementation of the Hestenes-Jacobi-One-Sides Method Using GPU-CUDA. PDP (2018)
Salvatore Cuomo, Pasquale De Michele, Emanuel Di Nardo, Livia Marcellino
Parallel Implementation of a Machine Learning Algorithm on GPU. Int. J. Parallel Program. 46 (5) (2018)
Salvatore Cuomo, Marco Aldinucci, Massimo Torquati
Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems. Int. J. Parallel Program. 46 (3) (2018)
Francesco Piccialli, Salvatore Cuomo, Gwanggil Jeon
Parallel Approaches for Data Mining in the Internet of Things Realm. Int. J. Parallel Program. 46 (5) (2018)
Gang Mei, Salvatore Cuomo, Hong Tian, Nengxiong Xu, Linjun Peng
MeshCleaner: A Generic and Straightforward Algorithm for Cleaning Finite Element Meshes. Int. J. Parallel Program. 46 (3) (2018)
Salvatore Cuomo, Giocanni Colecchia, Francesco Piccialli, Francesco Maiorano
Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks. SITIS (2018)
Rosanna Campagna, Salvatore Cuomo, Francesco Giannino, Gerardo Severino, Gerardo Toraldo
A Semi-Automatic Numerical Algorithm for Turing Patterns Formation in a Reaction-Diffusion Model. IEEE Access 6 (2018)
Salvatore Cuomo, Francesco Maiorano, Francesco Piccialli
Remarks of Social Data Mining Applications in the Internet of Data. NBiS (2018)
Zengyu Ding, Gang Mei, Salvatore Cuomo, Hong Tian, Nengxiong Xu
Accelerating multi-dimensional interpolation using moving least-squares on the GPU. Concurr. Comput. Pract. Exp. 30 (24) (2018)
Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada
Implications of deep learning for the automation of design patterns organization. J. Parallel Distributed Comput. 117 (2018)
Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
A (multi) GPU iterative reconstruction algorithm based on Hessian penalty term for sparse MRI. Int. J. Grid Util. Comput. 9 (2) (2018)
Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
Remarks on a computational estimator for the barrier option pricing in an IoT scenario. EUSPN/ICTH (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Salvatore Cuomo