Antonio Della Cioppa

97 papers A 10B 16C 11Misc 7Journal 28Unranked 25
YearRankTypeTitle / Venue / Authors
2024 B conf
Introducing the RSNA-VR and the RSNA-DE Algorithms for Diagnosing Alzheimer's Disease.
CEC
Antonio Della Cioppa, Angelo Marcelli, Antonio Iannaccone
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
2022 — conf
Investigating One-Class Classifiers to Diagnose Alzheimer's Disease from Handwriting.
ICIAP (1)
Antonio Parziale, Antonio Della Cioppa, Angelo Marcelli
2022 B conf
Mimicking the immune system to diagnose Parkinson's disease from handwriting.
ICPR
Antonio Parziale, Antonio Della Cioppa, Angelo Marcelli
2022 B conf
Negative Selection Algorithm for Alzheimer's Diagnosis: Design and Performance Evaluation.
EvoApplications
Giuseppe De Gregorio, Antonio Della Cioppa, Angelo Marcelli
2021 J jnl
Cartesian genetic programming for diagnosis of Parkinson disease through handwriting analysis: Performance vs. interpretability issues.
Artif. Intell. Medicine
Antonio Parziale, Rosa Senatore, Antonio Della Cioppa, Angelo Marcelli
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 B conf
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.
EvoApplications
Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
2020 J jnl
An Evolutionary Approach to Time-Optimal Control of Robotic Manipulators.
J. Intell. Robotic Syst.
Enrico Ferrentino, Antonio Della Cioppa, Angelo Marcelli, Pasquale Chiacchio
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 — conf
Learning to walk - reward relevance within an enhanced neuroevolution approach.
GECCO Companion
Ivan Colucci, Giuseppe Pellegrino, Antonio Della Cioppa, Angelo Marcelli
2020 C conf
Parkinson's Disease Diagnosis: Towards Grammar-based Explainable Artificial Intelligence.
ISCC
Federica Cavaliere, Antonio Della Cioppa, Angelo Marcelli, Antonio Parziale, Rosa Senatore
2019 — conf
A Decision Tree for Automatic Diagnosis of Parkinson's Disease from Offline Drawing Samples: Experiments and Findings.
ICIAP (1)
Antonio Parziale, Antonio Della Cioppa, Rosa Senatore, Angelo Marcelli
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
Automatic Diagnosis of Neurodegenerative Diseases: An Evolutionary Approach for Facing the Interpretability Problem.
Inf.
Rosa Senatore, Antonio Della Cioppa, Angelo Marcelli
2019 B conf
Automatic Diagnosis of Parkinson Disease through Handwriting Analysis: A Cartesian Genetic Programming Approach.
CBMS
Rosa Senatore, Antonio Della Cioppa, Angelo Marcelli
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 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
2019 J jnl
Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization.
Inf. Sci.
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
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 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
Large scale optimization of computationally expensive functions: an approach based on parallel cooperative coevolution and fitness metamodeling.
GECCO (Companion)
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
2016 B conf
A genetic programming approach to modeling power losses of Insulate Gate Bipolar Transistors.
CEC
Nicola Femia, Mario Migliaro, Antonio Della Cioppa
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
2015 J jnl
An evolutionary approach to the dynamical reconfiguration of photovoltaic fields.
Neurocomputing
Pietro Luigi Carotenuto, Antonio Della Cioppa, Angelo Marcelli, Giovanni Spagnuolo
2015 C conf
Identification of ferrite core inductors parameters by evolutionary algorithms.
INDIN
Kateryna Stoyka, Giulia Di Capua, Antonio Della Cioppa, Nicola Femia, Giovanni Spagnuolo
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 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 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 — conf
Evolutionary approaches for pooling classifier ensembles: Performance evaluation.
SoCPaR
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
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 A conf
Speciation in evolutionary algorithms: adaptive species discovery.
GECCO
Antonio Della Cioppa, Angelo Marcelli, Prisco Napoli
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
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 A conf
CTRNN Parameter Learning using Differential Evolution.
ECAI
Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino
2008 J jnl
Differential Evolution as a viable tool for satellite image registration.
Appl. Soft Comput.
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Ernesto Tarantino
2008 B ed.
Genetic Programming, 11th European Conference, EuroGP 2008, Naples, Italy, March 26-28, 2008. Proceedings
EuroGP
Michael O'Neill, Leonardo Vanneschi, Steven M. Gustafson, Anna Esparcia-Alcázar, Ivanoe De Falco, Antonio Della Cioppa, Ernesto Tarantino
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 J jnl
Deterministic and Evolutionary Extraction of Delta-Lognormal Parameters: Performance Comparison.
Int. J. Pattern Recognit. Artif. Intell.
Moussa Djioua, Réjean Plamondon, Antonio Della Cioppa, Angelo Marcelli
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 J jnl
Facing classification problems with Particle Swarm Optimization.
Appl. Soft Comput.
Ivanoe De Falco, Antonio Della Cioppa, Ernesto Tarantino
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
2007 J jnl
Where Are the Niches? Dynamic Fitness Sharing.
IEEE Trans. Evol. Comput.
Antonio Della Cioppa, Claudio De Stefano, Angelo Marcelli
2006 B conf
A Genetic Programming Approach to Solomonoff's Probabilistic Induction.
EuroGP
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Ernesto Tarantino
2006 B conf
An Evolutionary Approach for Dynamic Configuration of Multi-expert Classification Systems.
IEEE Congress on Evolutionary Computation
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2006 — conf
Automatic Classification of Handsegmented Image Parts with Differential Evolution.
EvoWorkshops
Ivanoe De Falco, Antonio Della Cioppa, Ernesto Tarantino
2005 Misc conf
A new variable-length genome genetic algorithm for data clustering in semeiotics.
SAC
Ivan De Falco, Ernesto Tarantino, Antonio Della Cioppa, Francesco Gagliardi
2005 Misc conf
A novel grammar-based genetic programming approach to clustering.
SAC
Ivan De Falco, Ernesto Tarantino, Antonio Della Cioppa, Francesco Gagliardi
2005 J jnl
An evolutionary approach for automatically extracting intelligible classification rules.
Knowl. Inf. Syst.
Ivan De Falco, Antonio Della Cioppa, Aniello Iazzetta, Ernesto Tarantino
2005 — conf
Evaluation of Particle Swarm Optimization Effectiveness in Classification.
WILF
Ivan De Falco, Antonio Della Cioppa, Ernesto Tarantino
2005 — conf
Genetic Programming for Inductive Inference of Chaotic Series.
WILF
Ivan De Falco, Antonio Della Cioppa, Alessandro Passaro, Ernesto Tarantino
2005 Misc conf
Inductive inference of chaotic series by Genetic Programming: a Solomonoff-based approach.
SAC
Ivan De Falco, Ernesto Tarantino, Antonio Della Cioppa, Alessandro Passaro
2004 Misc conf
A Genetic Algorithm with Self-sizing Genomes for Data Clustering in Dermatological Semeiotics.
WSC
Ivanoe De Falco, Ernesto Tarantino, Antonio Della Cioppa, Francesco Gagliardi
2004 Misc conf
An Innovative Approach to Genetic Programming - based Clustering.
WSC
Ivanoe De Falco, Ernesto Tarantino, Antonio Della Cioppa, Francesco Fontanella
2004 J jnl
On the role of population size and niche radius in fitness sharing.
IEEE Trans. Evol. Comput.
Antonio Della Cioppa, Claudio De Stefano, Angelo Marcelli
2003 A conf
Exploiting Reliability for Dynamic Selection of Classifiers by Means of Genetic Algorithms.
ICDAR
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2002 — conf
An Adaptive Weighted Majority Vote Rule for Combining Multiple Classifiers.
ICPR (2)
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2002 J jnl
Character preclassification based on genetic programming.
Pattern Recognit. Lett.
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2002 J jnl
Discovering interesting classification rules with genetic programming.
Appl. Soft Comput.
Ivan De Falco, Antonio Della Cioppa, Ernesto Tarantino
2002 J jnl
Learning handwriting by evolution: a conceptual framework for performance evaluation and tuning.
Pattern Recognit.
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2002 J jnl
Mutation-based genetic algorithm: performance evaluation.
Appl. Soft Comput.
Ivan De Falco, Antonio Della Cioppa, Ernesto Tarantino
2002 B conf
Unsupervised spectral pattern recognition for multispectral images by means of a genetic programming approach.
IEEE Congress on Evolutionary Computation
Ivanoe De Falco, Ernesto Tarantino, Antonio Della Cioppa
2001 A conf
An Investigation on MPEG Audio Segmentation by Evolutionary Algorithms.
ICDAR
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
2001 — conf
Grouping Character Shapes by Means of Genetic Programming.
IWVF
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli, F. Matarazzo
2000 A conf
A Kolmogorov Complexity-based Genetic Programming Tool for String Compression.
GECCO
Ivan De Falco, Aniello Iazzetta, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe Trautteur
2000 B conf
An evolutionary system for automatic explicit rule extraction.
CEC
Ivanoe De Falco, Aniello Iazzetta, Ernesto Tarantino, Antonio Della Cioppa
1999 Misc conf
A New Evolutionary Learning Model for Handwritten Character Prototyping.
ICIAP
Luigi P. Cordella, Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
1999 J jnl
A new mutation operator for evolutionary airfoil design.
Soft Comput.
Ivan De Falco, Antonio Della Cioppa, Aniello Iazzetta, Ernesto Tarantino
1999 A conf
Handwritten Numeral Recognition by means of Evolutionary Algorithms.
ICDAR
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
1999 — conf
Modeling the trade-off between completeness and consistency in genetic-based handwritten character prototyping.
Document Recognition and Retrieval
Claudio De Stefano, Antonio Della Cioppa, Angelo Marcelli
1999 A conf
Towards a Simulation of Natural Mutation.
GECCO
Ivan De Falco, Aniello Iazzetta, Ernesto Tarantino, Antonio Della Cioppa, A. Iacuelli
1997 — conf
Genetic Programming Estimates of Kolmogorov Complexity.
ICGA
Ivan De Falco, M. Conte, Antonio Della Cioppa, Ernesto Tarantino, Giuseppe Trautteur
1996 — conf
Breeder Genetic Algorithms for Airfoil Design Optimisation.
International Conference on Evolutionary Computation
Ivan De Falco, Renato Del Balio, Antonio Della Cioppa, Ernesto Tarantino
1996 A conf
Investigating a Parallel Breeder Genetic Algorithm on the Inverse Aerodynamic Design.
PPSN
Ivan De Falco, Antonio Della Cioppa, Renato Del Balio, Ernesto Tarantino