Umberto Scafuri

73 papers A 2B 9C 15Misc 1Journal 22Unranked 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
A gradient-supported analysis of Pareto front in multi-objective extremal optimization-based processor load balancing.
Appl. Soft Comput.
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2024 J jnl
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine.
Biomed. Signal Process. Control.
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino
2024 A conf
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks.
GECCO
Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
2023 J jnl
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction.
Sensors
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2023 J jnl
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes.
Appl. Soft Comput.
Antonio Della Cioppa, Ivan De Falco, Tomas Koutny, Umberto Scafuri, Martin Ubl, Ernesto Tarantino
2022 C conf
An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models.
ISCC
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
2022 J jnl
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment.
Sensors
Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
2021 C conf
Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models.
ISCC
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
2021 — conf
Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach.
GECCO Companion
Ivanoe De Falco, Antonio Della Cioppa, Angelo Marcelli, Umberto Scafuri, Luca Stellaccio, Ernesto Tarantino
2020 — conf
A Grammatical Evolution Approach for Estimating Blood Glucose Levels.
GLOBECOM (Workshops)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Tomas Koutny, Michal Krcma
2020 J jnl
Coronavirus Covid-19 spreading in Italy: optimizing an epidemiological model with dynamic social distancing through Differential Evolution.
CoRR
Ivan De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2020 C conf
Dynamic Load Balancing Based on Multi-Objective Extremal optimization.
ISPDC
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2020 — conf
Exploiting multi-objective parallel extremal optimization features in dynamic load balancing.
GECCO Companion
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2019 J jnl
A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives.
Appl. Soft Comput.
Ivanoe De Falco, Antonio Della Cioppa, A. Giugliano, Angelo Marcelli, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2019 J jnl
A mobile personalized tourist guide and its user evaluation.
J. Inf. Technol. Tour.
Ernesto Tarantino, Ivanoe De Falco, Umberto Scafuri
2019 C conf
Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels.
ISCC
Tomas Koutny, Martin Ubl, Ivan De Falco, Ernesto Tarantino, Umberto Scafuri, Antonio Della Cioppa, Michal Krcma
2019 B conf
De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels.
CBMS
Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma
2019 — conf
Distributed Processor Load Balancing Based on Multi-objective Extremal Optimization.
IDCS
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2019 J jnl
Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes.
Future Gener. Comput. Syst.
Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
2019 J jnl
Exploiting multi-core and GPU hardware to speed up the registration of range images by means of Differential Evolution.
J. Parallel Distributed Comput.
Andrea Casella, Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2018 — conf
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements.
HEALTHINF
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2018 C conf
An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives.
ISCC
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, A. Giugliano, Tomas Koutny, Michal Krcma
2018 C conf
Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes.
ISCC
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio
2018 — conf
Effective processor load balancing using multi-objective parallel extremal optimization.
GECCO (Companion)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2018 J jnl
Genetic Programming-based induction of a glucose-dynamics model for telemedicine.
J. Netw. Comput. Appl.
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
2018 — conf
Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution.
HEALTHINF
Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
2017 C conf
Accurate estimate of Blood Glucose through Interstitial Glucose by Genetic Programming.
ISCC
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
2017 — conf
Exploiting diversity in an asynchronous migration model for distributed differential evolution.
GECCO (Companion)
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2017 — conf
Multi-Objective Extremal Optimization in Processor Load Balancing for Distributed Programs.
PPAM (2)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2017 — conf
Multi-objective parallel extremal optimization in processor load balancing for distributed programs.
GECCO (Companion)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2016 C conf
A Differential Evolution approach for classification of Multiple Sclerosis lesions.
ISCC
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2016 B conf
An asynchronous adaptive multi-population model for distributed differential evolution.
CEC
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
2016 — conf
Fast Range Image Registration by an Asynchronous Adaptive Distributed Differential Evolution.
SITIS
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2016 J jnl
Optimizing Personalized Touristic Itineraries by a Multiobjective Evolutionary Algorithm.
Int. J. Inf. Technol. Decis. Mak.
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2016 J jnl
Parallel extremal optimization in processor load balancing for distributed applications.
Appl. Soft Comput.
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2015 B conf
A Multiobjective Evolutionary Algorithm for Personalized Tours in Street Networks.
EvoApplications
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2015 J jnl
Extremal Optimization applied to load balancing in execution of distributed programs.
Appl. Soft Comput.
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2015 J jnl
Mapping of time-consuming multitask applications on a cloud system by multiobjective Differential Evolution.
Parallel Comput.
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2015 — conf
Parallel Extremal Optimization with Guided Search and Crossover Applied to Load Balancing.
PPAM (1)
Eryk Laskowski, Marek S. Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
2015 B conf
Parallel Extremal Optimization with Guided State Changes Applied to Load Balancing.
EvoApplications
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2014 J jnl
An adaptive invasion-based model for distributed Differential Evolution.
Inf. Sci.
Ivan De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2014 C conf
Extremal Optimization with Guided State Changes in Load Balancing of Distributed Programs.
PDP
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2014 B conf
Impact of the Topology on the Performance of Distributed Differential Evolution.
EvoApplications
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2014 B conf
Improving Extremal Optimization in Load Balancing by Local Search.
EvoApplications
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2014 J jnl
Two new fast heuristics for mapping parallel applications on cloud computing.
Future Gener. Comput. Syst.
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2014 A conf
Using an adaptive invasion-based model for fast range image registration.
GECCO
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2013 B conf
Adding Chaos to Differential Evolution for Range Image Registration.
EvoApplications
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2013 B conf
Load Balancing in Distributed Applications Based on Extremal Optimization.
EvoApplications
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2012 J jnl
Biological invasion-inspired migration in distributed evolutionary algorithms.
Inf. Sci.
Ivan De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2011 — conf
A Model Based on Biological Invasions for Island Evolutionary Algorithms.
Artificial Evolution
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2011 J jnl
A distributed evolutionary approach for multisite mapping on grids.
Concurr. Comput. Pract. Exp.
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2011 — conf
Extremal Optimization Applied to Task Scheduling of Distributed Java Programs.
EvoApplications (2)
Eryk Laskowski, Marek S. Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
2010 J jnl
A Distributed Bio-Inspired Method for Multisite Grid Mapping.
Appl. Comput. Intell. Soft Comput.
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2010 J jnl
An adaptive multisite mapping for computationally intensive grid applications.
Future Gener. Comput. Syst.
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
2010 — conf
Distributed Java Programs Initial Mapping Based on Extremal Optimization.
PARA (1)
Eryk Laskowski, Marek S. Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
2010 — conf
Extremal Optimization Approach Applied to Initial Mapping of Distributed Java Programs.
Euro-Par (1)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj
2009 — conf
An innovative perspective on mapping in grids.
BADS@ICAC
Ivanoe De Falco, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
2009 — conf
Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case.
Artificial Evolution
Ivan De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2009 — conf
Extremal Optimization as a Viable Means for Mapping in Grids.
EvoWorkshops
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2008 — conf
Automatic Recognition of Hand Gestures with Differential Evolution.
EvoWorkshops
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2008 J jnl
MGF: A grid-enabled MPI library.
Future Gener. Comput. Syst.
Francesco Gregoretti, Giuliano Laccetti, Almerico Murli, Gennaro Oliva, Umberto Scafuri
2007 C conf
A Distributed Differential Evolution Approach for Mapping in a Grid Environment.
PDP
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
2007 Misc conf
A Multiobjective Evolutionary Approach for Multisite Mapping on Grids.
PPAM
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2007 C conf
Distributed Differential Evolution for the Registration of Remotely Sensed Images.
PDP
Ivanoe De Falco, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
2007 C conf
Multiobjective Differential Evolution for Mapping in a Grid Environment.
HPCC
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
2007 B conf
Parsimony Doesn't Mean Simplicity: Genetic Programming for Inductive Inference on Noisy Data.
EuroGP
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2007 — conf
Satellite Image Registration by Distributed Differential Evolution.
EvoWorkshops
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
2005 — conf
MGF: A Grid-Enabled MPI Library with a Delegation Mechanism to Improve Collective Operations.
PVM/MPI
Francesco Gregoretti, Giuliano Laccetti, Almerico Murli, Gennaro Oliva, Umberto Scafuri
2003 C conf
CODACS Project: Level-Node Communication Policies.
PDP
Lorenzo Verdoscia, Umberto Scafuri
2000 C conf
Yabat: An Administration and Monitoring Software for Beowulf Clusters.
CLUSTER
Mario R. Guarracino, Giuliano Laccetti, Gennaro Oliva, Umberto Scafuri
1996 C conf
Tree-Based Communication Model for WK-Recursive Networks.
PDP
Aniello Iazzetta, Carlo Sanges, Umberto Scafuri
1995 — conf
Virtual Node Communication on WK.-Recursive Networks.
PARCO
Carlo Sanges, Umberto Scafuri
1992 — conf
Autoassociative Memory Simulation on a Transputer Network.
EUROSIM
Aniello Iazzetta, M. Medugno, Umberto Scafuri