Ivanoe De Falco

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 63

Top Venues

Publications

Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine. Biomed. Signal Process. Control. 87 (Part B) (2024)
Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. GECCO (2024)
Raffaele Dubbioso, Myriam Spisto, Laura Verde, Valentina Virginia Iuzzolino, Gianmaria Senerchia, Giuseppe De Pietro, Ivanoe De Falco, Giovanna Sannino
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment. Biomed. Signal Process. Control. 89 (2024)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach. Neural Comput. Appl. 35 (22) (2023)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction. Sensors 23 (6) (2023)
Antonio Celesti, Ivanoe De Falco, Antonino Galletta, Giovanna Sannino
Special Issue "Advances in Machine and Deep Learning in the Health Domain". Comput. 12 (7) (2023)
Giovanna Sannino, Antonio Celesti, Ivanoe De Falco
Special Issue: "Intelligent Systems for Clinical Care and Remote Patient Monitoring". Sensors 23 (18) (2023)
Naeem Ullah, Ivanoe De Falco, Giovanna Sannino
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images. e-Science (2023)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models. ISCC (2022)
Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment. Sensors 22 (23) (2022)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
A Two-Step Approach for Classification in Alzheimer's Disease. Sensors 22 (11) (2022)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models. ISCC (2021)
Antonio Celesti, Ivanoe De Falco, Leandro Pecchia, Giovanna Sannino
Guest Editorial Enabling Technologies for Next Generation Telehealthcare. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Antonio Celesti, Ivanoe De Falco, Antonino Galletta, Giovanna Sannino
Artificial Intelligence for Health. Comput. 10 (8) (2021)
Ivanoe De Falco, Antonio Della Cioppa, Angelo Marcelli, Umberto Scafuri, Luca Stellaccio, Ernesto Tarantino
Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach. GECCO Companion (2021)
Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco
Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. CHASE (2021)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
Evaluation of artificial intelligence techniques for the classification of different activities of daily living and falls. Neural Comput. Appl. 32 (3) (2020)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Dynamic Load Balancing Based on Multi-Objective Extremal optimization. ISPDC (2020)
Victor Hugo C. de Albuquerque, Deepak Gupta, Ivanoe De Falco, Giovanna Sannino, Nizar Bouguila
Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications. Appl. Soft Comput. 95 (2020)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms. J. Sens. Actuator Networks 9 (3) (2020)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Photoplethysmography and Machine Learning for the Hypertension Risk Stratification. GLOBECOM (Workshops) (2020)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Exploiting multi-objective parallel extremal optimization features in dynamic load balancing. GECCO Companion (2020)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Tomas Koutny, Michal Krcma
A Grammatical Evolution Approach for Estimating Blood Glucose Levels. GLOBECOM (Workshops) (2020)
A. Casella, Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
Exploiting multi-core and GPU hardware to speed up the registration of range images by means of Differential Evolution. J. Parallel Distributed Comput. 133 (2019)
Ernesto Tarantino, Ivanoe De Falco, Umberto Scafuri
A mobile personalized tourist guide and its user evaluation. J. Inf. Technol. Tour. 21 (3) (2019)
Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes. Future Gener. Comput. Syst. 98 (2019)
Antonio Celesti, Antoine B. Bagula, Ivanoe De Falco, Pedro Brandão, Giovanna Sannino
Emerging Networked Computer Applications for Telemedicine. J. Netw. Comput. Appl. 130 (2019)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Distributed Processor Load Balancing Based on Multi-objective Extremal Optimization. IDCS (2019)
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization. Inf. Sci. 482 (2019)
Ivanoe De Falco, Antonio Della Cioppa, A. Giugliano, Angelo Marcelli, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives. Appl. Soft Comput. 77 (2019)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems. IEEE Trans. Ind. Informatics 15 (1) (2019)
Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma
De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels. CBMS (2019)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Towards a cyber physical system for personalised and automatic OSA treatment. IET Cyper-Phys. Syst.: Theory & Appl. 4 (2) (2019)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements. HEALTHINF (2018)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
Genetic Programming-based induction of a glucose-dynamics model for telemedicine. J. Netw. Comput. Appl. 119 (2018)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Effective processor load balancing using multi-objective parallel extremal optimization. GECCO (Companion) (2018)
Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution. HEALTHINF (2018)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, A. Giugliano, Tomas Koutny, Michal Krcma
An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives. ISCC (2018)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio
Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. ISCC (2018)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Multi-objective parallel extremal optimization in processor load balancing for distributed programs. GECCO (Companion) (2017)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
A Statistical Analysis for the Evaluation of the Use of Wearable and Wireless Sensors for Fall Risk Reduction. HEALTHINF (2017)
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
Large scale optimization of computationally expensive functions: an approach based on parallel cooperative coevolution and fitness metamodeling. GECCO (Companion) (2017)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
Accurate estimate of Blood Glucose through Interstitial Glucose by Genetic Programming. ISCC (2017)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Detection of falling events through windowing and automatic extraction of sets of rules: Preliminary results. ICNSC (2017)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Multi-Objective Extremal Optimization in Processor Load Balancing for Distributed Programs. PPAM (2) (2017)
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
Exploiting diversity in an asynchronous migration model for distributed differential evolution. GECCO (Companion) (2017)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
A Differential Evolution approach for classification of Multiple Sclerosis lesions. ISCC (2016)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Easy fall risk assessment by estimating the Mini-BES test score. HealthCom (2016)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Parallel extremal optimization in processor load balancing for distributed applications. Appl. Soft Comput. 46 (2016)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
Optimizing Personalized Touristic Itineraries by a Multiobjective Evolutionary Algorithm. Int. J. Inf. Technol. Decis. Mak. 15 (6) (2016)
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
Fast Range Image Registration by an Asynchronous Adaptive Distributed Differential Evolution. SITIS (2016)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
An asynchronous adaptive multi-population model for distributed differential evolution. CEC (2016)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
A Multiobjective Evolutionary Algorithm for Personalized Tours in Street Networks. EvoApplications (2015)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. IRI (2015)
Eryk Laskowski, Marek Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
Parallel Extremal Optimization with Guided Search and Crossover Applied to Load Balancing. PPAM (1) (2015)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Indirect Blood Pressure Evaluation by Means of Genetic Programming. BIOSTEC (Selected Papers) (2015)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System. ICTAI (2015)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Parallel Extremal Optimization with Guided State Changes Applied to Load Balancing. EvoApplications (2015)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
A supervised approach to automatically extract a set of rules to support fall detection in an mHealth system. Appl. Soft Comput. 34 (2015)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Extremal Optimization applied to load balancing in execution of distributed programs. Appl. Soft Comput. 30 (2015)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
Mapping of time-consuming multitask applications on a cloud system by multiobjective Differential Evolution. Parallel Comput. 48 (2015)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Non-Invasive Estimation of Blood Pressure through Genetic Programming - Preliminary Results. BIODEVICES (2015)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
On Evaluating Blood Pressure Through Photoplethysmography. IoT 360 (1) (2015)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
Two new fast heuristics for mapping parallel applications on cloud computing. Future Gener. Comput. Syst. 37 (2014)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Multi-purpose mobile monitoring system based on automatic extraction of rule-sets. BHI (2014)
Ivanoe De Falco
Classification of Potential Multiple Sclerosis Lesions Through Automatic Knowledge Extraction by Means of Differential Evolution. EvoApplications (2014)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Improving Extremal Optimization in Load Balancing by Local Search. EvoApplications (2014)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Impact of the Topology on the Performance of Distributed Differential Evolution. EvoApplications (2014)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
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 49 (2014)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System. IEEE J. Biomed. Health Informatics 18 (5) (2014)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Using an adaptive invasion-based model for fast range image registration. GECCO (2014)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Extremal Optimization with Guided State Changes in Load Balancing of Distributed Programs. PDP (2014)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence. ISAmI (2014)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system. IRI (2013)
Ivanoe De Falco
A medical diagnosis support system based on automatic knowledge extraction from databases through differential evolution. Int. J. Data Min. Bioinform. 8 (4) (2013)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Load Balancing in Distributed Applications Based on Extremal Optimization. EvoApplications (2013)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System. DeSE (2013)
Ivanoe De Falco
Differential Evolution for automatic rule extraction from medical databases. Appl. Soft Comput. 13 (2) (2013)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Adding Chaos to Differential Evolution for Range Image Registration. EvoApplications (2013)
Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules. Healthcom (2013)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
A Model Based on Biological Invasions for Island Evolutionary Algorithms. Artificial Evolution (2011)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
A distributed evolutionary approach for multisite mapping on grids. Concurr. Comput. Pract. Exp. 23 (10) (2011)
Ivanoe De Falco
A Differential Evolution-Based System Supporting Medical Diagnosis through Automatic Knowledge Extraction from Databases. BIBM (2011)
Eryk Laskowski, Marek Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
Extremal Optimization Applied to Task Scheduling of Distributed Java Programs. EvoApplications (2) (2011)
Massimo Esposito, Ivanoe De Falco, Giuseppe De Pietro
An evolutionary-fuzzy DSS for assessing health status in multiple sclerosis disease. Int. J. Medical Informatics 80 (12) (2011)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
An adaptive multisite mapping for computationally intensive grid applications. Future Gener. Comput. Syst. 26 (6) (2010)
Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
Extremal Optimization Approach Applied to Initial Mapping of Distributed Java Programs. Euro-Par (1) (2010)
Eryk Laskowski, Marek Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik
Distributed Java Programs Initial Mapping Based on Extremal Optimization. PARA (1) (2010)
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
A Distributed Bio-Inspired Method for Multisite Grid Mapping. Appl. Comput. Intell. Soft Comput. 2010 (2010)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Extremal Optimization as a Viable Means for Mapping in Grids. EvoWorkshops (2009)
Ivanoe De Falco, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
An innovative perspective on mapping in grids. BADS@ICAC (2009)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Automatic Recognition of Hand Gestures with Differential Evolution. EvoWorkshops (2008)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Ernesto Tarantino
Differential Evolution as a viable tool for satellite image registration. Appl. Soft Comput. 8 (4) (2008)
Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino
CTRNN Parameter Learning using Differential Evolution. ECAI (2008)
Ivanoe De Falco, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
Distributed Differential Evolution for the Registration of Remotely Sensed Images. PDP (2007)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Parsimony Doesn't Mean Simplicity: Genetic Programming for Inductive Inference on Noisy Data. EuroGP (2007)
Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa
A Distributed Differential Evolution Approach for Mapping in a Grid Environment. PDP (2007)
Ivanoe De Falco, Antonio Della Cioppa, Ernesto Tarantino
Facing classification problems with Particle Swarm Optimization. Appl. Soft Comput. 7 (3) (2007)
Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
Satellite Image Registration by Distributed Differential Evolution. EvoWorkshops (2007)
Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino
Multiobjective Differential Evolution for Mapping in a Grid Environment. HPCC (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ivanoe De Falco