| 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 |
| 2023 | SMC | Enhancing Hand and Object Detection for Monitoring Patients with Upper-Limb Impairment: A Study on the Impact of Input Size in Foundation Models. | Yasaman Izadmehr, Kamiar Aminian, Andrs Prez-Uribe |
| 2021 | AAAI | DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations. | Ruben Tolosana, Paula Delgado-Santos, Andrs Prez-Uribe, Rubn Vera-Rodrguez, Julian Firrez, Aythami Morales |
| 2021 | IWANN | Learning Image Segmentation from Few Annotations - A REPTILE Application. | Hctor F. Satizbal, Andrs Prez-Uribe |
| 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 |
| 2013 | IWANN | Indoor Activity Recognition by Combining One-vs.-All Neural Network Classifiers Exploiting Wearable and Depth Sensors. | Benot Delachaux, Julien Rebetez, Andrs Prez-Uribe, Hctor Fabio Satizbal Mejia |
| 2012 | ICANN | Artificial Neural Networks and Data Compression Statistics for the Discrimination of Cultured Neuronal Activity. | Andrs Prez-Uribe, Hctor F. Satizbal |
| 2011 | IJCCI | Using the GNG-m Algorithm to Deal with the Problem of Catastrophic Forgetting in Incremental Modelling. | Hctor Fabio Satizbal Mejia, Andrs Prez-Uribe |
| 2008 | ICANN | Fuzzy Growing Hierarchical Self-Organizing Networks. | Miguel Arturo Barreto-Sanz, Andrs Prez-Uribe, Carlos Andrs Pea-Reyes, Marco Tomassini |
| 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 | ICANN | Improving the Correlation Hunting in a Large Quantity of SOM Component Planes. | Miguel Arturo Barreto-Sanz, 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 |
| 2001 | IWANN | Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics. | Andrs Prez-Uribe, Michle Courant |
| 2000 | FCCM | A Networked FPGA-Based Hardware Implementation of a Neural Network Application. | Hctor Fabio Restrepo, Ralph Hoffmann, Andrs Prez-Uribe, Christof Teuscher, Eduardo Sanchez |
| 1999 | IWANN | Structure Adaption in Artificial Neural Networks through Adaptive Clustering and through Growth in State Space. | Andrs Prez-Uribe, Eduardo Sanchez |
| 1998 | FCCM | Some Applications of FPGAs in Bio-Inspired Hardware. | Andr Stauffer, Moshe Sipper, Andrs Prez-Uribe |
| 1997 | ICANN | FPGA Implementation of a Network of Neuronlike Adaptive Elements. | Andrs Prez-Uribe, Eduardo Sanchez |
| 1997 | ICEC | Speeding-up adaptive heuristic critic learning with FPGA-based unsupervised clustering. | Andrs Prez-Uribe, E. Sanchez |
| 1997 | IWANN | Structure-Adaptable Neurocontrollers: A Hardware-Friendly Approach. | Andrs Prez-Uribe, Eduardo Sanchez |
| 1996 | ICANN | FPGA Implementation of an Adaptable-Size Neural Network. | Andrs Prez-Uribe, Eduardo Sanchez |