| 2024 | ICANN | Unveiling the Potential of Synthetic Data in Sports Science: A Comparative Study of Generative Methods. | Benot Hohl, Hctor F. Satizbal, Andrs Prez-Uribe |
| 2021 | IWANN | Learning Image Segmentation from Few Annotations - A REPTILE Application. | Hctor F. Satizbal, Andrs Prez-Uribe |
| 2017 | IJCCI | Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks. | Jrmie Despraz, Stphane Gomez, Hctor F. Satizbal, Carlos Andrs Pea-Reyes |
| 2017 | IJCCI | Exploring Internal Representations of Deep Neural Networks. | Jrmie Despraz, Stphane Gomez, Hctor F. Satizbal, Carlos Andrs Pea-Reyes |
| 2016 | ESANN | Augmenting a convolutional neural network with local histograms - A case study in crop classification from high-resolution UAV imagery. | Julien Rebetez, Hctor F. Satizbal, Matteo Mota, Dorothea Noll, Lucie Bchi, Marina Wendling, Bertrand Cannelle, Andrs Prez-Uribe, Stphane Burgos |
| 2013 | ICPRAM | Semi-supervised Discovery of Time-series Templates for Gesture Spotting in Activity Recognition. | Hctor F. Satizbal, Julien Rebetez, Andrs Prez-Uribe |
| 2013 | ISWC | Reducing user intervention in incremental activityrecognition for assistive technologies. | Julien Rebetez, Hctor F. Satizbal, Andrs Prez-Uribe |
| 2012 | ICANN | Artificial Neural Networks and Data Compression Statistics for the Discrimination of Cultured Neuronal Activity. | Andrs Prez-Uribe, Hctor F. Satizbal |
| 2009 | CEC | Dynamic partial reconfiguration of the Ubichip for implementing adaptive size incremental topologies. | Hctor F. Satizbal, Andres Upegui |
| 2008 | ICANN | Prototype Proliferation in the Growing Neural Gas Algorithm. | Hctor F. Satizbal, Andrs Prez-Uribe, Marco Tomassini |
| 2007 | ICANN | Relevance Metrics to Reduce Input Dimensions in Artificial Neural Networks. | Hctor F. Satizbal, Andrs Prez-Uribe |
| 2007 | IWANN | Consequences of Data Uncertainty and Data Precision in Artificial Neural Network Sugar Cane Yield Prediction. | Hctor F. Satizbal, Daniel R. Jimnez R., Andrs Prez-Uribe |