| 2024 | IGARSS | Comparative Analysis between Multi-Scale Observation Product (MOP) with Flood2D-GPU Model and FEMA Products: A 2017 Hurricane Harvey Case Study. | Elena Sava, Guido Cervone, Alfred J. Kalyanapu |
| 2023 | SC | Efficient Probabilistic Tuning of Ensemble Forecasting Method. | Alessandro Fanfarillo, Nicholas Malaya, Guido Cervone, Luca Delle Monache |
| 2012 | IGARSS | Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling. | Germana Manca, Guido Cervone, Keith C. Clarke |
| 2009 | ICDM | Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions Using Sensor Networks. | Guido Cervone, Anthony Stefanidis, Pasquale Franzese, Peggy Agouris |
| 2009 | IGARSS | Source Detection of Atmospheric Releases using Symbolic Machine Learning Classification and Remote Sensing. | Mark Bowman, Guido Cervone, Pasquale Franzese |
| 2008 | ICDM | Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. | Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi |
| 2002 | GECCO | Recent Results from the Experimental Evaluation of the Learnable Evolution Model. | Guido Cervone, Kenneth A. Kaufman, Ryszard S. Michalski |
| 2000 | CEC | Experimental validations of the learnable evolution model. | Guido Cervone, K. K. Kaufman, Ryszard S. Michalski |