| 2025 | FedCSIS | Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms. | Naeem Ullah, Francisco Martnez-lvarez, Ivanoe De Falco, Giovanna Sannino |
| 2025 | ISCC | Enhancing AI Explainability and Performance in Pulmonary Condition Classification with Data Segmentation and Augmentation. | Naeem Ullah, Francisco Martnez-lvarez, Ivanoe De Falco, Giovanna Sannino |
| 2024 | GECCO | NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. | Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri |
| 2024 | ISCC | Cross-domain Super-Resolution in Medical Imaging. | Vincenzo Bevilacqua, Antonio Di Marino, Emanuel Di Nardo, Angelo Ciaramella, Ivanoe De Falco, Giovanna Sannino |
| 2024 | ISCC | Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity. | Naeem Ullah, Javed Ali Khan, Ivanoe De Falco, Giovanna Sannino |
| 2022 | ISCC | An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models. | Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl |
| 2021 | CHASE | Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. | Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco |
| 2021 | GECCO | Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach. | Ivanoe De Falco, Antonio Della Cioppa, Angelo Marcelli, Umberto Scafuri, Luca Stellaccio, Ernesto Tarantino |
| 2021 | ISCC | Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models. | Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl |
| 2020 | GECCO | Exploiting multi-objective parallel extremal optimization features in dynamic load balancing. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2020 | GLOBECOM | A Grammatical Evolution Approach for Estimating Blood Glucose Levels. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Tomas Koutny, Michal Krcma |
| 2020 | GLOBECOM | Photoplethysmography and Machine Learning for the Hypertension Risk Stratification. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2020 | ISPDC | Dynamic Load Balancing Based on Multi-Objective Extremal optimization. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2019 | CBMS | De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels. | Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma |
| 2018 | GECCO | Effective processor load balancing using multi-objective parallel extremal optimization. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2018 | ISCC | Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. | Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio |
| 2018 | ISCC | An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, A. Giugliano, Tomas Koutny, Michal Krcma |
| 2017 | GECCO | Exploiting diversity in an asynchronous migration model for distributed differential evolution. | Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino |
| 2017 | GECCO | Large scale optimization of computationally expensive functions: an approach based on parallel cooperative coevolution and fitness metamodeling. | Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio |
| 2017 | GECCO | Multi-objective parallel extremal optimization in processor load balancing for distributed programs. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2017 | ISCC | Accurate estimate of Blood Glucose through Interstitial Glucose by Genetic Programming. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa |
| 2017 | PPAM | Multi-Objective Extremal Optimization in Processor Load Balancing for Distributed Programs. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2016 | CEC | An asynchronous adaptive multi-population model for distributed differential evolution. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa |
| 2016 | HealthCom | Easy fall risk assessment by estimating the Mini-BES test score. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2016 | ISCC | A Differential Evolution approach for classification of Multiple Sclerosis lesions. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino |
| 2015 | IRI | On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. | Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino |
| 2015 | ICTAI | Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2015 | PPAM | Parallel Extremal Optimization with Guided Search and Crossover Applied to Load Balancing. | Eryk Laskowski, Marek S. Tudruj, Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Richard Olejnik |
| 2014 | GECCO | Using an adaptive invasion-based model for fast range image registration. | Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino |
| 2014 | PDP | Extremal Optimization with Guided State Changes in Load Balancing of Distributed Programs. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2013 | DeSE | Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2013 | HealthCom | Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2013 | IRI | Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2010 | EuroPar | Extremal Optimization Approach Applied to Initial Mapping of Distributed Java Programs. | Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek S. Tudruj |
| 2008 | ECAI | CTRNN Parameter Learning using Differential Evolution. | Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino |
| 2007 | EUROGP | Parsimony Doesn't Mean Simplicity: Genetic Programming for Inductive Inference on Noisy Data. | Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino |
| 2007 | HPCC | Multiobjective Differential Evolution for Mapping in a Grid Environment. | Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino |
| 2007 | PDP | Distributed Differential Evolution for the Registration of Remotely Sensed Images. | Ivanoe De Falco, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa |
| 2007 | PDP | A Distributed Differential Evolution Approach for Mapping in a Grid Environment. | Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa |
| 2007 | PPAM | A Multiobjective Evolutionary Approach for Multisite Mapping on Grids. | Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Ernesto Tarantino |
| 2006 | EUROGP | A Genetic Programming Approach to Solomonoff's Probabilistic Induction. | Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Ernesto Tarantino |
| 2002 | CEC | Unsupervised spectral pattern recognition for multispectral images by means of a genetic programming approach. | Ivanoe De Falco, Ernesto Tarantino, Antonio Della Cioppa |
| 2000 | CEC | An evolutionary system for automatic explicit rule extraction. | Ivanoe De Falco, Aniello Iazzetta, Ernesto Tarantino, Antonio Della Cioppa |