| 2026 | FlAIRS | Beyond Accuracy - Performance and Behavioral Evaluation of Multimodal AI for Suspicious Aerial Traffic Monitoring. | Gabriel Dietzsch, Elcio Hideiti Shiguemori |
| 2025 | FlAIRS | Replicating Human Perception of Proximity - Applying Neural Networks in the Monitoring of Suspicious Air Activities in Amazon. | Gabriel Dietzsch, Elcio Hideiti Shiguemori |
| 2023 | ICCSA | Droneways: Definition of Unmanned Aircraft Vehicles Airways and Traffic Management for Urban and Interurban Environments - A Survey. | Rafael Marinho de Andrade, Elcio Hideiti Shiguemori, Rafael Duarte Coelho dos Santos |
| 2018 | ICCSA | A Self-adaptive Approach for Autonomous UAV Navigation via Computer Vision. | Gabriel Fornari, Valdivino Alexandre de Santiago Jnior, Elcio Hideiti Shiguemori |
| 2018 | IJCNN | Supervised Neural Network with multilevel input layers for predicting of air traffic delays. | Daniel Alberto Pamplona, Weigang Li, Alexandre Gomes de Barros, Elcio Hideiti Shiguemori, Claudio Jorge Pinto Alves |
| 2018 | IGARSS | Identification and Classification of Drop Zones and Helicopter Landing Zones in Images Obtained by Small Size Remotely Piloted Aircraft Systems. | Marielcio Goncalves Lacerda, Angelo De Carvalho Paulino, Elcio Hideiti Shiguemori, Alvaro Jose Damiao, Lamartine Nogueira Frutuoso Guimares, Camila Souza dos Anjos |
| 2017 | IGARSS | Problem-based band selection for hyperspectral images. | Mateus Habermann, Vincent Frmont, Elcio Hideiti Shiguemori |
| 2011 | IGARSS | COSMO-SkyMed SAR data to observe small metallic objects from ocean crashed aircraft. | Rafael L. Paes, Ferdinando Nunziata, Elcio Hideiti Shiguemori, Maurizio Migliaccio, Antonio Montuori |
| 2008 | SAC | Atmospheric temperature retrieval from satellite data: new non-extensive artificial neural network approach. | Elcio Hideiti Shiguemori, Haroldo F. de Campos Velho, Jos Demsio Simes da Silva |
| 2007 | IPAS | Landmarks recognition for autonomous aerial navigation by neural networks and Gabor transform. | Elcio Hideiti Shiguemori, Maurcio Pozzobon Martins, Marcus Vincius T. Monteiro |