Ivanoe De Falco
Orcid: 0000-0001-6127-1195Affiliations:
- National Research Council, Italy
According to our database1,
Ivanoe De Falco
authored at least 134 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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Bibliography
2024
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine.
Biomed. Signal Process. Control., January, 2024
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment.
Biomed. Signal Process. Control., 2024
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity.
Proceedings of the IEEE Symposium on Computers and Communications, 2024
Proceedings of the IEEE Symposium on Computers and Communications, 2024
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
2023
Special Issue: "Intelligent Systems for Clinical Care and Remote Patient Monitoring".
Sensors, September, 2023
Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach.
Neural Comput. Appl., August, 2023
Comput., June, 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
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images.
Proceedings of the 19th IEEE International Conference on e-Science, 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
IEEE J. Biomed. Health Informatics, 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
Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021
2020
Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms.
J. Sens. Actuator Networks, 2020
Coronavirus Covid-19 spreading in Italy: optimizing an epidemiological model with dynamic social distancing through Differential Evolution.
CoRR, 2020
Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications.
Appl. Soft Comput., 2020
Proceedings of the 19th International Symposium on Parallel and Distributed Computing, 2020
Proceedings of the IEEE Globecom Workshops, 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
IEEE Trans. Ind. Informatics, 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. Netw. Comput. Appl., 2019
J. Inf. Technol. Tour., 2019
Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization.
Inf. Sci., 2019
IET Cyper-Phys. Syst.: Theory & Appl., 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
Detection of falling events through windowing and automatic extraction of sets of rules: Preliminary results.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017
Multi-objective parallel extremal optimization in processor load balancing for distributed programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Large scale optimization of computationally expensive functions: an approach based on parallel cooperative coevolution and fitness metamodeling.
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
A Statistical Analysis for the Evaluation of the Use of Wearable and Wireless Sensors for Fall Risk Reduction.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 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
Proceedings of the 18th IEEE International Conference on e-Health Networking, 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
A supervised approach to automatically extract a set of rules to support fall detection in an mHealth system.
Appl. Soft 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
On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Proceedings of the Internet of Things. IoT Infrastructures, 2015
Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Biomedical Engineering Systems and Technologies, 2015
Non-Invasive Estimation of Blood Pressure through Genetic Programming - Preliminary Results.
Proceedings of the BIODEVICES 2015, 2015
2014
An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System.
IEEE J. Biomed. Health Informatics, 2014
Monitoring Obstructive Sleep Apnea by means of a real-time mobile system based on the automatic extraction of sets of rules through Differential Evolution.
J. Biomed. Informatics, 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
A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence.
Proceedings of the Ambient Intelligence - Software and Applications, 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
Classification of Potential Multiple Sclerosis Lesions Through Automatic Knowledge Extraction by Means of Differential Evolution.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
A medical diagnosis support system based on automatic knowledge extraction from databases through differential evolution.
Int. J. Data Min. Bioinform., 2013
Appl. Soft Comput., 2013
Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules.
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
2012
Inf. Sci., 2012
2011
Int. J. Medical Informatics, 2011
Concurr. Comput. Pract. Exp., 2011
Proceedings of the Applications of Evolutionary Computation, 2011
A Differential Evolution-Based System Supporting Medical Diagnosis through Automatic Knowledge Extraction from Databases.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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
Appl. Soft Comput., 2008
Proceedings of the Applications of Evolutionary Computing, 2008
Proceedings of the ECAI 2008, 2008
2007
Appl. Soft Comput., 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
2006
Proceedings of the Applications of Evolutionary Computing, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
2005
An evolutionary approach for automatically extracting intelligible classification rules.
Knowl. Inf. Syst., 2005
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005
Inductive inference of chaotic series by Genetic Programming: a Solomonoff-based approach.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
2004
A Genetic Algorithm with Self-sizing Genomes for Data Clustering in Dermatological Semeiotics.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
2002
Appl. Soft Comput., 2002
Unsupervised spectral pattern recognition for multispectral images by means of a genetic programming approach.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2000
A Kolmogorov Complexity-based Genetic Programming Tool for String Compression.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
Towards a Simulation of Natural Mutation.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
1998
Proceedings of the Parallel Problem Solving from Nature, 1998
1997
Computing, 1997
Genetic Programming Estimates of Kolmogorov Complexity.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
1996
Investigating a Parallel Breeder Genetic Algorithm on the Inverse Aerodynamic Design.
Proceedings of the Parallel Problem Solving from Nature, 1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
1995
Comparing Parallel Tabu Search and Parallel Genetic Algorithms on the Task Allocation Problem.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995
1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Solving the Mapping Problem by Parallel Tabu Search.
Proceedings of the 12st IASTED International Conference on Applied Informatics, 1994
1992
Parallel Process. Lett., 1992