Umberto Scafuri
Orcid: 0009-0006-6410-6404
According to our database1,
Umberto Scafuri
authored at least 72 papers
between 1992 and 2024.
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Bibliography
2024
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine.
Biomed. Signal Process. Control., January, 2024
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
2023
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction.
Sensors, March, 2023
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes.
Appl. Soft Comput., February, 2023
2022
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment.
Sensors, 2022
Proceedings of the IEEE Symposium on Computers and Communications, 2022
2021
Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models.
Proceedings of the IEEE Symposium on Computers and Communications, 2021
Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Coronavirus Covid-19 spreading in Italy: optimizing an epidemiological model with dynamic social distancing through Differential Evolution.
CoRR, 2020
Proceedings of the 19th International Symposium on Parallel and Distributed Computing, 2020
Proceedings of the IEEE Globecom Workshops, 2020
Exploiting multi-objective parallel extremal optimization features in dynamic load balancing.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Exploiting multi-core and GPU hardware to speed up the registration of range images by means of Differential Evolution.
J. Parallel Distributed Comput., 2019
J. Inf. Technol. Tour., 2019
Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes.
Future Gener. Comput. Syst., 2019
A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives.
Appl. Soft Comput., 2019
Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
Proceedings of the Internet and Distributed Computing Systems, 2019
De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
2018
J. Netw. Comput. Appl., 2018
An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
Effective processor load balancing using multi-objective parallel extremal optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
Multi-Objective Extremal Optimization in Processor Load Balancing for Distributed Programs.
Proceedings of the Parallel Processing and Applied Mathematics, 2017
Accurate estimate of Blood Glucose through Interstitial Glucose by Genetic Programming.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017
Multi-objective parallel extremal optimization in processor load balancing for distributed programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Exploiting diversity in an asynchronous migration model for distributed differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Optimizing Personalized Touristic Itineraries by a Multiobjective Evolutionary Algorithm.
Int. J. Inf. Technol. Decis. Mak., 2016
Parallel extremal optimization in processor load balancing for distributed applications.
Appl. Soft Comput., 2016
Fast Range Image Registration by an Asynchronous Adaptive Distributed Differential Evolution.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
An asynchronous adaptive multi-population model for distributed differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Mapping of time-consuming multitask applications on a cloud system by multiobjective Differential Evolution.
Parallel Comput., 2015
Extremal Optimization applied to load balancing in execution of distributed programs.
Appl. Soft Comput., 2015
Parallel Extremal Optimization with Guided Search and Crossover Applied to Load Balancing.
Proceedings of the Parallel Processing and Applied Mathematics, 2015
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
2014
Inf. Sci., 2014
Future Gener. Comput. Syst., 2014
Extremal Optimization with Guided State Changes in Load Balancing of Distributed Programs.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
2012
Inf. Sci., 2012
2011
Concurr. Comput. Pract. Exp., 2011
Proceedings of the Applications of Evolutionary Computation, 2011
Proceedings of the Artificial Evolution, 2011
2010
Future Gener. Comput. Syst., 2010
Appl. Comput. Intell. Soft Comput., 2010
Proceedings of the Applied Parallel and Scientific Computing, 2010
Extremal Optimization Approach Applied to Initial Mapping of Distributed Java Programs.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010
2009
Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems, 2009
Proceedings of the Applications of Evolutionary Computing, 2009
Proceedings of the Artifical Evolution, 2009
2008
Proceedings of the Applications of Evolutionary Computing, 2008
2007
Proceedings of the Parallel Processing and Applied Mathematics, 2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Proceedings of the High Performance Computing and Communications, 2007
Proceedings of the Applications of Evolutinary Computing, 2007
Parsimony Doesn't Mean Simplicity: Genetic Programming for Inductive Inference on Noisy Data.
Proceedings of the Genetic Programming, 10th European Conference, 2007
2005
MGF: A Grid-Enabled MPI Library with a Delegation Mechanism to Improve Collective Operations.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005
2003
Proceedings of the 11th Euromicro Workshop on Parallel, 2003
2000
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000
1996
Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996
1995
Virtual Node Communication on WK.-Recursive Networks.
Proceedings of the Parallel Computing: State-of-the-Art and Perspectives, 1995
1992
Autoassociative Memory Simulation on a Transputer Network.
Proceedings of the Eurosim 1992, Simulation Congress, Proceedings of the 1992 EUROSIM Conference, Capri, Italy, September 28, 1992