Salvatore Cuomo

Orcid: 0000-0003-4128-2588

According to our database1, Salvatore Cuomo authored at least 148 papers between 2005 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Investigating neural networks with groundwater flow equation loss.
Math. Comput. Simul., 2025

2024
A machine learning approach for IoT cultural data.
J. Ambient Intell. Humaniz. Comput., February, 2024

Railway safety through predictive vertical displacement analysis using the PINN-EKF synergy.
Math. Comput. Simul., 2024

Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

2023
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting.
Inf. Fusion, December, 2023

A linear algebra approach to HP-splines frequency parameter selection.
Appl. Math. Comput., December, 2023

Time discretization in the solution of parabolic PDEs with ANNs.
Appl. Math. Comput., December, 2023

Solving groundwater flow equation using physics-informed neural networks.
Comput. Math. Appl., September, 2023

Statistical arbitrage in the stock markets by the means of multiple time horizons clustering.
Neural Comput. Appl., June, 2023

Magnetic resonance imaging enhancement using prior knowledge and a denoising scheme that combines total variation and histogram matching techniques.
Frontiers Appl. Math. Stat., February, 2023

Kernel-based models for influence maximization on graphs based on Gaussian process variance minimization.
J. Comput. Appl. Math., 2023

A physics-informed deep learning approach for solving strongly degenerate parabolic problems.
CoRR, 2023

Modelling the COVID-19 infection rate through a Physics-Informed learning approach.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2023

2022
Effects of spatial decomposition on the efficiency of <i>k</i>NN search in spatial interpolations.
Int. J. Parallel Emergent Distributed Syst., 2022

Comparative investigation of GPU-accelerated triangle-triangle intersection algorithms for collision detection.
Multim. Tools Appl., 2022

Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next.
J. Sci. Comput., 2022

A Sojourn-Based Approach to Semi-Markov Reinforcement Learning.
J. Sci. Comput., 2022

Heterogeneous data fusion considering spatial correlations using graph convolutional networks and its application in air quality prediction.
J. King Saud Univ. Comput. Inf. Sci., 2022

Neural networks generative models for time series.
J. King Saud Univ. Comput. Inf. Sci., 2022

An unsupervised learning framework for marketneutral portfolio.
Expert Syst. Appl., 2022

The effect of time discretization on the solution of parabolic PDEs with ANNs.
CoRR, 2022

A physics-informed learning approach to Bernoulli-type free boundary problems.
Comput. Math. Appl., 2022

Physics-informed neural networks approach for 1D and 2D Gray-Scott systems.
Adv. Model. Simul. Eng. Sci., 2022

A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging.
Proceedings of the Parallel Processing and Applied Mathematics, 2022

A machine learning-based approach for mercury detection in marine waters.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Cut the peaches: image segmentation for utility pattern mining in food processing.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

The BIOCHIP project: A Deep Learning approach for multiwell segmentation.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data.
ACM Trans. Internet Techn., 2021

Special issue on deep learning for emerging big multimedia super-resolution.
Multim. Syst., 2021

The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic.
Inf. Syst. Frontiers, 2021

EEG signal analysis for epileptic seizures detection by applying Data Mining techniques.
Internet Things, 2021

Data analysis and mining of the correlations between meteorological conditions and air quality: A case study in Beijing.
Internet Things, 2021

A survey on deep learning in medicine: Why, how and when?
Inf. Fusion, 2021

A robust ensemble technique in forecasting workload of local healthcare departments.
Neurocomputing, 2021

Deep Learning for the Approximation of a Shape Functional.
CoRR, 2021

A generic paradigm for mining human mobility patterns based on the GPS trajectory data using complex network analysis.
Concurr. Comput. Pract. Exp., 2021

Data analysis and mining of traffic features based on taxi GPS trajectories: A case study in Beijing.
Concurr. Comput. Pract. Exp., 2021

Special issue on real-time behavioral monitoring in IoT applications using big data analytics.
Concurr. Comput. Pract. Exp., 2021

A virtual assistant in cultural heritage scenarios.
Concurr. Comput. Pract. Exp., 2021

An Efficient Localized Meshless Method Based on the Space-Time Gaussian RBF for High-Dimensional Space Fractional Wave and Damped Equations.
Axioms, 2021

2020
Exploring Unsupervised Learning Techniques for the Internet of Things.
IEEE Trans. Ind. Informatics, 2020

ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets.
Soft Comput., 2020

Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum.
Neural Comput. Appl., 2020

Unsupervised learning on multimedia data: a Cultural Heritage case study.
Multim. Tools Appl., 2020

Special issue on video and imaging systems for critical engineering applications [SI 1096].
Multim. Tools Appl., 2020

Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations.
SIAM/ASA J. Uncertain. Quantification, 2020

Greeks computation in the option pricing problem by means of RBF-PU methods.
J. Comput. Appl. Math., 2020

RBF methods in a Stochastic Volatility framework for Greeks computation.
J. Comput. Appl. Math., 2020

Data Science for the Internet of Things.
IEEE Internet Things J., 2020

Guest Editorial: Special Issue on Emerging Technology for Software Define Network Enabled Internet of Things.
Int. J. Parallel Program., 2020

Comparison of Estimating Missing Values in IoT Time Series Data Using Different Interpolation Algorithms.
Int. J. Parallel Program., 2020

A network-based method with privacy-preserving for identifying influential providers in large healthcare service systems.
Future Gener. Comput. Syst., 2020

Path prediction in IoT systems through Markov Chain algorithm.
Future Gener. Comput. Syst., 2020

Pricing estimation of a barrier option in an IoT scenario.
Future Gener. Comput. Syst., 2020

A computational method for the European option price in an Internet of Things framework.
Future Gener. Comput. Syst., 2020

Decision Making in IoT Environment through Unsupervised Learning.
IEEE Intell. Syst., 2020

Julia language in machine learning: Algorithms, applications, and open issues.
Comput. Sci. Rev., 2020

CudaCHPre2D: A straightforward preprocessing approach for accelerating 2D convex hull computations on the GPU.
Concurr. Comput. Pract. Exp., 2020

Computational error bounds for Laplace transform inversion based on smoothing splines.
Appl. Math. Comput., 2020

2019
Serious Games and In-Cloud Data Analytics for the Virtualization and Personalization of Rehabilitation Treatments.
IEEE Trans. Ind. Informatics, 2019

Special issue on bio-medical signal processing for smarter mobile healthcare using big data analytics.
J. Ambient Intell. Humaniz. Comput., 2019

A simple and generic paradigm for creating complex networks using the strategy of vertex selecting-and-pairing.
Future Gener. Comput. Syst., 2019

Efficient method for identifying influential vertices in dynamic networks using the strategy of local detection and updating.
Future Gener. Comput. Syst., 2019

Intelligent algorithms and standards for interoperability in Internet of Things.
Future Gener. Comput. Syst., 2019

The numerical solution of fractional differential equations using the Volterra integral equation method based on thin plate splines.
Eng. Comput., 2019

A GPU-accelerated parallel K-means algorithm.
Comput. Electr. Eng., 2019

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., 2019

Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Travelling Wave Solution for Nonlinear Colloid Facilitated Mass Transport in Porous Media.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Procedure for Laplace Transform Inversion Based on Smoothing Exponential-Polynomial Splines.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
On GPU-CUDA as preprocessing of fuzzy-rough data reduction by means of singular value decomposition.
Soft Comput., 2018

Harnessing sliding-window execution semantics for parallel stream processing.
J. Parallel Distributed Comput., 2018

Implications of deep learning for the automation of design patterns organization.
J. Parallel Distributed Comput., 2018

Reproducing dynamics related to an Internet of Things framework: A numerical and statistical approach.
J. Parallel Distributed Comput., 2018

An inverse Bayesian scheme for the denoising of ECG signals.
J. Netw. Comput. Appl., 2018

Parallel Approaches for Data Mining in the Internet of Things Realm.
Int. J. Parallel Program., 2018

MeshCleaner: A Generic and Straightforward Algorithm for Cleaning Finite Element Meshes.
Int. J. Parallel Program., 2018

Performance Evaluation of GPU-Accelerated Spatial Interpolation Using Radial Basis Functions for Building Explicit Surfaces.
Int. J. Parallel Program., 2018

Parallel Implementation of a Machine Learning Algorithm on GPU.
Int. J. Parallel Program., 2018

Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems.
Int. J. Parallel Program., 2018

A GPU parallel optimised blockwise NLM algorithm in a distributed computing system.
Int. J. High Perform. Comput. Netw., 2018

A (multi) GPU iterative reconstruction algorithm based on Hessian penalty term for sparse MRI.
Int. J. Grid Util. Comput., 2018

Self and social network behaviours of users in cultural spaces.
Int. J. Comput. Sci. Eng., 2018

A predictive Decision Support System (DSS) for a microalgae production plant based on Internet of Things paradigm.
Concurr. Comput. Pract. Exp., 2018

Accelerating multi-dimensional interpolation using moving least-squares on the GPU.
Concurr. Comput. Pract. Exp., 2018

Social network data analysis and mining applications for the Internet of Data.
Concurr. Comput. Pract. Exp., 2018

A Semi-Automatic Numerical Algorithm for Turing Patterns Formation in a Reaction-Diffusion Model.
IEEE Access, 2018

Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Data-Driven Approaches to Predict States in a Food Technology Case Study.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

A Parallel Implementation of the Hestenes-Jacobi-One-Sides Method Using GPU-CUDA.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Remarks of Social Data Mining Applications in the Internet of Data.
Proceedings of the Advances in Network-Based Information Systems, 2018

Effect of Spatial Decomposition on the Efficiency of k Nearest Neighbors Search in Spatial Interpolation.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

2017
Enabling multimedia aware vertical handover Management in Internet of Things based heterogeneous wireless networks.
Multim. Tools Appl., 2017

A parallel PDE-based numerical algorithm for computing the Optical Flow in hybrid systems.
J. Comput. Sci., 2017

IoT-based collaborative reputation system for associating visitors and artworks in a cultural scenario.
Expert Syst. Appl., 2017

A computational scheme to predict dynamics in IoT systems by using particle filter.
Concurr. Comput. Pract. Exp., 2017

Modification of TV-ROF denoising model based on Split Bregman iterations.
Appl. Math. Comput., 2017

Visitor Assistant Tools Based on Machine Learning Approaches in Cultural Heritage Contexts.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Analysis of a data-flow in a financial IoT system.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Remarks on a computational estimator for the barrier option pricing in an IoT scenario.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

2016
Computational issues and numerical experiments for Linear Multistep Method Particle Filtering.
CoRR, 2016

A revised scheme for real time ECG Signal denoising based on recursive filtering.
Biomed. Signal Process. Control., 2016

Numerical Remarks on the Estimation of the Option Price.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

A probabilistic approach for financial IoT data.
Proceedings of the First Workshop on MIning DAta for financial applicationS (MIDAS 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), 2016

A novel Split Bregman algorithm for MRI denoising task in an e-Health system.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A GPU parallel implementation of the Local Principal Component Analysis overcomplete method for DW image denoising.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Influence of Some Parameters on Visiting Style Classification in a Cultural Heritage Case Study.
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2016, 2016

Local principal component analysis overcomplete method: A GPU parallel implementation combining shared and global memories.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Applying Mining Techniques to Analyze Vestibular Data.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

A Stochastic Method for Financial IoT Data.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

Mimic Visiting Styles by Using a Statistical Approach in a Cultural Event Case Study.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

A Numerical Approach for Assigning a Reputation to Users of an IoT Framework.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

Handling Uncertainty in Clustering Art-Exhibition Visiting Styles.
Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016

A GPU-Parallel Algorithm for ECG Signal Denoising Based on the NLM Method.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

GPU Profiling of Singular Value Decomposition in OLPCA Method for Image Denoising.
Proceedings of the Advances on P2P, 2016

2015
A revised scheme to compute horizontal covariances in an oceanographic 3D-VAR assimilation system.
J. Comput. Phys., 2015

Visiting Styles in an Art Exhibition Supported by a Digital Fruition System.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

A framework for ECG denoising for mobile devices.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

A Novel O(n) Numerical Scheme for ECG Signal Denoising.
Proceedings of the International Conference on Computational Science, 2015

Parallel Tools for Simulating the Depolarization Block on a Neural Model.
Proceedings of the International Conference on Computational Science, 2015

Toward a Multi-level Parallel Framework on GPU Cluster with PetSC-CUDA for PDE-based Optical Flow Computation.
Proceedings of the International Conference on Computational Science, 2015

A K-iterated scheme for the first-order Gaussian Recursive Filter with boundary conditions.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Visitor Dynamics in a Cultural Heritage Scenario.
Proceedings of the DATA 2015, 2015

Classify Visitor Behaviours in a Cultural Heritage Exhibition.
Proceedings of the Data Management Technologies and Applications, 2015

A Mathematical Formulation for Estimating Age Levels in the Carolina Curriculum.
Proceedings of the HEALTHINF 2015, 2015

A Cultural Heritage Case Study of Visitor Experiences Shared on a Social Network.
Proceedings of the 10th International Conference on P2P, 2015

A GPU Algorithm in a Distributed Computing System for 3D MRI Denoising.
Proceedings of the 10th International Conference on P2P, 2015

2014
3D Data Denoising via Nonlocal Means Filter by Using Parallel GPU Strategies.
Comput. Math. Methods Medicine, 2014

A Biologically Inspired Model for Analyzing Behaviours in Social Network Community and Cultural Heritage Scenario.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

A biologically inspired model for describing the user behaviors in a Cultural Heritage environment.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

An error estimate of Gaussian Recursive Filter in 3Dvar problem.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Validation Approaches for a Biological Model Generation Describing Visitor Behaviours in a Cultural Heritage Scenario.
Proceedings of the Data Management Technologies and Applications, 2014

A Clustering-based Approach for a Finest Biological Model Generation Describing Visitor Behaviours in a Cultural Heritage Scenario.
Proceedings of the DATA 2014, 2014

CarolApp - A Mobile e-Health Software Project for Remote Monitoring of Children enrolled in the Carolina Curriculum.
Proceedings of the HEALTHINF 2014, 2014

2013
Mobile learning for clinical practice guidelines implementation: a medical app for pediatric acute gastroenteritis.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

A Regularized MRI Image Reconstruction based on Hessian Penalty Term on CPU/GPU Systems.
Proceedings of the International Conference on Computational Science, 2013

3D Non-Local Means denoising via multi-GPU.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Surface Reconstruction from Scattered Point via RBF Interpolation on GPU.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012
A social network framework for the Carolina software.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Slide Test Maker An Educational Software Tool for Test Composition.
Proceedings of the Advances in Web-Based Learning - ICWL 2012, 2012

2011
A Sketch-Based System for Teaching Geometry.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

The C@Rolin@ Software - A System for Monitoring Skills Development of Children with Down Syndrome.
Proceedings of the HEALTHINF 2011, 2011

2010
Full Formative Assessment based on Educational Video Games.
Proceedings of the 16th International Conference on Distributed Multimedia Systems, 2010

2009
The "INNOVAMBIENTE" Project: An Interdisciplinary Approach Integrating Natural Science, Mathematics and Computer Science.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

2008
A numerical approach to nonlinear two-point boundary value problems for ODEs.
Comput. Math. Appl., 2008

2005
Un software numerico basato su un metodo di collocazione per l'inversione della Trasformata di Laplace nel caso reale.
PhD thesis, 2005


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