| 2026 | ICPRAM | Bridging Methods and Metrics: A Practical Framework for Time-Series Anomaly Detection - An Application Case to Energy Distribution Stations. | Manuel Snchez-Laguardia, Sol Peluffo, Gastn Garca Gonzlez, Alicia Fernndez, Alvaro Gmez |
| 2025 | ICPRAM | ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models. | Manuel Snchez-Laguardia, Gastn Garca Gonzlez, Emilio Martnez, Sergio Martinez Tagliafico, Alicia Fernndez, Gabriel Gmez |
| 2022 | IMC | Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders. | Gastn Garca Gonzlez, Pedro Casas, Alicia Fernndez, Gabriel Gmez |
| 2020 | CVPR | An a-contrario Biometric Fusion Approach. | Luis D. Di Martino, Javier Preciozzi, Rafael Grompone von Gioi, Guillermo Garella, Alicia Fernndez, Federico Lecumberry |
| 2020 | SIGCOMM | Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series. | Gastn Garca Gonzlez, Pedro Casas, Alicia Fernndez, Gabriel Gmez |
| 2016 | ICPR | An optimal multiclass classifier design. | Marcelo Fiori, Matas Di Martino, Alicia Fernndez |
| 2015 | CIARP | Genetic Prediction in Bovine Meat Production: Is Worth Integrating Bayesian and Machine Learning Approaches? a Comprenhensive Analysis. | Mara Ins Fariello, Eileen Amstrong, Alicia Fernndez |
| 2015 | CIARP | One-Shot 3D-Gradient Method Applied to Face Recognition. | Matas Di Martino, Alicia Fernndez, Jos A. Ferrari |
| 2015 | CIARP | Automatic Eyes and Nose Detection Using Curvature Analysis. | J. Matas Di Martino, Alicia Fernndez, Jos A. Ferrari |
| 2015 | CIARP | Optimal and Linear F-Measure Classifiers Applied to Non-technical Losses Detection. | Fernanda Rodrguez, Matas Di Martino, Juan Pablo Kosut, Fernando Santomauro, Federico Lecumberry, Alicia Fernndez |
| 2014 | CIARP | Semisupervised Approach to Non Technical Losses Detection. | Juan Tacn, Damin Melgarejo, Fernanda Rodrguez, Federico Lecumberry, Alicia Fernndez |
| 2014 | CIARP | Dairy Cattle Sub-clinical Uterine Disease Diagnosis Using Pattern Recognition and Image Processing Techniques. | Matas Tailanin, Federico Lecumberry, Alicia Fernndez, Giovanni Gnemmi, Ana Meikle, Isabel Pereira, Gregory Randall |
| 2014 | CLEI | Evaluation of a face recognition system performance's variation on a citizen passports database. | Gabriel Lema, Luis D. Di Martino, Sebastian Berchesi, Alicia Fernndez, Federico Lecumberry, Javier Preciozzi |
| 2014 | ICIP | 3D curvature analysis with a novel one-shot technique. | Matas Di Martino, Alicia Fernndez, Jos A. Ferrari |
| 2014 | ICPRAM | An a-contrario Approach for Face Matching. | Luis D. Di Martino, Javier Preciozzi, Federico Lecumberry, Alicia Fernndez |
| 2014 | ICPRAM | Non Technical Loses Detection - Experts Labels vs. Inspection Labels in the Learning Stage. | Fernanda Rodrguez, Federico Lecumberry, Alicia Fernndez |
| 2014 | ICPRAM | Comparing Different Labeling Strategies in Anomalous Power Consumptions Detection. | Fernanda Rodrguez, Federico Lecumberry, Alicia Fernndez |
| 2012 | CIARP | Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature Set. | Pablo A. Iturralde, Martn Patrone, Federico Lecumberry, Alicia Fernndez |
| 2012 | ICPRAM | Improving Electric Fraud Detection using Class Imbalance Strategies. | Matas Di Martino, Federico Decia, Juan Molinelli, Alicia Fernndez |
| 2004 | CIARP | Performance Improvement in a Fingerprint Classification System Using Anisotropic Diffusion. | Gonzalo Vallarino, Gustavo Gianarelli, Jose Barattini, Alvaro Gmez, Alicia Fernndez, Alvaro Pardo |
| 2003 | ICIP | Automatic object detection using shape information in ultrasound images. | Pablo Cancela, Fernando Reyes, Pablo Rodrguez, Gregory Randall, Alicia Fernndez |