Alicia Fernández

53 papers A 1B 2C 13Journal 20Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advanced Feature Engineering for Non-Intrusive Load Monitoring.
IEEE Access
Joaquín Luque, Álvaro Gómez, Alejandro Carrasco, Carlos León, Alicia Fernández
2026 C conf
Bridging Methods and Metrics: A Practical Framework for Time-Series Anomaly Detection - An Application Case to Energy Distribution Stations.
ICPRAM
Manuel Sánchez-Laguardia, Sol Peluffo, Gastón García González, Alicia Fernández, Alvaro Gómez
2025 C conf
ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models.
ICPRAM
Manuel Sánchez-Laguardia, Gastón García González, Emilio Martínez, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez
2025 J jnl
Towards Foundation Auto-Encoders for Time-Series Anomaly Detection.
CoRR
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2024 J jnl
Investigation of the Performance of Various Low-Cost Radon Monitors under Variable Environmental Conditions.
Sensors
Daniel Rábago, Enrique Fernández, Santiago Celaya, Ismael Fuente, Alicia Fernández, Jorge Quindós, Raúl Rodriguez, Luis Quindós, Carlos Sainz
2024 — conf
On the Quest for Foundation Generative-AI Models for Anomaly Detection in Time-Series Data.
EuroS&P Workshops
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2024 J jnl
One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data.
IEEE Trans. Netw. Serv. Manag.
Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez Sena, José Acuña, Pedro Casas
2024 — conf
Timeless Foundations: Exploring DC-VAEs as Foundation Models for Time Series Analysis.
TMA
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2023 — conf
Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders.
TMA
Gastón García González, Pedro Casas, Alicia Fernández
2023 — conf
Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI.
EuroS&P Workshops
Gastón García González, Pedro Casas, Alicia Fernández
2023 — conf
Fraud Detection Using Event Logs with LSTM and Gradient Boosting.
ISGT
Emiliano Acevedo, Pablo Massaferro, Alicia Fernández, Alexander Martins, Gonzalo Caudullo
2023 — conf
NILMEV: Electric Vehicle disaggregation for residential customer energy efficiency incentives.
ISGT
Camilo Mariño, Guillermo Cossio, Pablo Massaferro, Matías Di Martino, Alvaro Gómez, Alicia Fernández
2022 — conf
DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders.
EuroS&P Workshops
Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas
2022 J jnl
Fraud Detection on Power Grids While Transitioning to Smart Meters by Leveraging Multi-Resolution Consumption Data.
IEEE Trans. Smart Grid
Pablo Massaferro, J. Matías Di Martino, Alicia Fernández
2022 A conf
Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders.
IMC
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2021 J jnl
Household Appliances Identification: Hands-On Integrative Workshop and Its Adaptation to a Social Distancing Context.
Rev. Iberoam. de Tecnol. del Aprendiz.
Alvaro Gómez, Pablo Massaferro, Camilo Mariño, Ignacio Irigaray, German Fierro, Andrés Cardozo, Alicia Fernández
2021 — conf
NTL Detection: Overview of Classic and DNN-based Approaches on a Labeled Dataset of 311k Customers.
ISGT
Pablo Massaferro, J. Matías Di Martino, Alicia Fernández
2021 J jnl
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series.
SIGMETRICS Perform. Evaluation Rev.
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2020 — conf
An a-contrario Biometric Fusion Approach.
CVPR Workshops
Luis D. Di Martino, Javier Preciozzi, Rafael Grompone von Gioi, Guillermo Garella, Alicia Fernández, Federico Lecumberry
2020 J jnl
Fingerprint Biometrics From Newborn to Adult: A Study From a National Identity Database System.
IEEE Trans. Biom. Behav. Identity Sci.
Javier Preciozzi, Guillermo Garella, Vanina Camacho, Francesco Franzoni, Luis D. Di Martino, Guillermo Carbajal, Alicia Fernández
2020 — conf
Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series.
SIGCOMM Posters and Demos
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2020 J jnl
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series.
CoRR
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2017 — conf
Recognizing Infants and Toddlers over an On-Production Fingerprint Database.
BIOSIG
Vanina Camacho, Guillermo Garella, Francesco Franzoni, Luis D. Di Martino, Guillermo Carbajal, Javier Preciozzi, Alicia Fernández
2016 — conf
A Statistical Approach to Reliability Estimation for Fingerprint Recognition.
BIOSIG
Luis D. Di Martino, Alicia Fernández, Rafael Grompone von Gioi, Federico Lecumberry, Javier Preciozzi
2016 J jnl
An open tool for input function estimation and quantification of dynamic PET FDG brain scans.
Int. J. Comput. Assist. Radiol. Surg.
Martín Bertrán, Natalia Martínez, Guillermo Carbajal, Alicia Fernández, Álvaro Gómez
2016 B conf
An optimal multiclass classifier design.
ICPR
Marcelo Fiori, Matías Di Martino, Alicia Fernández
2016 J jnl
Face matching with an a contrario false detection control.
Neurocomputing
Luis D. Di Martino, Javier Preciozzi, Federico Lecumberry, Alicia Fernández
2015 C conf
Automatic Eyes and Nose Detection Using Curvature Analysis.
CIARP
J. Matías Di Martino, Alicia Fernández, José A. Ferrari
2015 J jnl
Beef quality parameters estimation using ultrasound and color images.
BMC Bioinform.
Jose Nunes, Martín Piquerez, Leonardo Pujadas, Eileen Armstrong, Alicia Fernández, Federico Lecumberry
2015 C conf
Genetic Prediction in Bovine Meat Production: Is Worth Integrating Bayesian and Machine Learning Approaches? a Comprenhensive Analysis.
CIARP
María Inés Fariello, Eileen Amstrong, Alicia Fernández
2015 C conf
One-Shot 3D-Gradient Method Applied to Face Recognition.
CIARP
Matías Di Martino, Alicia Fernández, José A. Ferrari
2015 C conf
Optimal and Linear F-Measure Classifiers Applied to Non-technical Losses Detection.
CIARP
Fernanda Rodríguez, Matías Di Martino, Juan Pablo Kosut, Fernando Santomauro, Federico Lecumberry, Alicia Fernández
2015 J jnl
Pattern Recognition in Latin America in the "Big Data" Era.
Pattern Recognit.
Alicia Fernández, Alvaro Gómez, Federico Lecumberry, Alvaro Pardo, Ignacio Ramírez
2014 B conf
3D curvature analysis with a novel one-shot technique.
ICIP
Matías Di Martino, Alicia Fernández, José A. Ferrari
2014 C conf
An a-contrario Approach for Face Matching.
ICPRAM
Luis D. Di Martino, Javier Preciozzi, Federico Lecumberry, Alicia Fernández
2014 — conf
Comparing Different Labeling Strategies in Anomalous Power Consumptions Detection.
ICPRAM (Selected Papers)
Fernanda Rodríguez, Federico Lecumberry, Alicia Fernández
2014 C conf
Dairy Cattle Sub-clinical Uterine Disease Diagnosis Using Pattern Recognition and Image Processing Techniques.
CIARP
Matías Tailanián, Federico Lecumberry, Alicia Fernández, Giovanni Gnemmi, Ana Meikle, Isabel Pereira, Gregory Randall
2014 C conf
Evaluation of a face recognition system performance's variation on a citizen passports database.
CLEI
Gabriel Lema, Luis D. Di Martino, Sebastian Berchesi, Alicia Fernández, Federico Lecumberry, Javier Preciozzi
2014 C conf
Non Technical Loses Detection - Experts Labels vs. Inspection Labels in the Learning Stage.
ICPRAM
Fernanda Rodríguez, Federico Lecumberry, Alicia Fernández
2014 C conf
Semisupervised Approach to Non Technical Losses Detection.
CIARP
Juan Tacón, Damián Melgarejo, Fernanda Rodríguez, Federico Lecumberry, Alicia Fernández
2013 J jnl
A new framework for optimal classifier design
CoRR
Matías Di Martino, Guzmán Hernández, Marcelo Fiori, Alicia Fernández
2013 J jnl
A new framework for optimal classifier design.
Pattern Recognit.
Matías Di Martino, Guzmán Hernández, Marcelo Fiori, Alicia Fernández
2013 J jnl
Novel classifier scheme for imbalanced problems.
Pattern Recognit. Lett.
Matías Di Martino, Alicia Fernández, Pablo A. Iturralde, Federico Lecumberry
2012 — conf
Improving Electric Fraud Detection using Class Imbalance Strategies.
ICPRAM (2)
Matías Di Martino, Federico Decia, Juan Molinelli, Alicia Fernández
2012 C conf
Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature Set.
CIARP
Pablo A. Iturralde, Martín Patrone, Federico Lecumberry, Alicia Fernández
2012 J jnl
Testing a Spanish-language colorectal cancer screening decision aid in Latinos with limited English proficiency: Results from a pre-post trial and four month follow-up survey.
BMC Medical Informatics Decis. Mak.
Daniel S. Reuland, Linda Ko, Alicia Fernández, Laura C. Braswell, Michael Pignone
2007 — conf
Aguará: An Improved Face Recognition Algorithm through Gabor Filter Adaptation.
AutoID
Cecilia Aguerrebere, Germán Capdehourat, Mauricio Delbracio, Matías Mateu, Alicia Fernández, Federico Lecumberry
2007 J jnl
Ultrasound Image Segmentation With Shape Priors: Application to Automatic Cattle Rib-Eye Area Estimation.
IEEE Trans. Image Process.
Pablo Arias, Alejandro Pini, Gonzalo R. Sanguinetti, Pablo Sprechmann, Pablo Cancela, Alicia Fernández, Alvaro Gómez, Gregory Randall
2004 C conf
Performance Improvement in a Fingerprint Classification System Using Anisotropic Diffusion.
CIARP
Gonzalo Vallarino, Gustavo Gianarelli, Jose Barattini, Alvaro Gómez, Alicia Fernández, Alvaro Pardo
2003 — conf
Automatic object detection using shape information in ultrasound images.
ICIP (3)
Pablo Cancela, Fernando Reyes, Pablo Rodríguez, Gregory Randall, Alicia Fernández
2002 J jnl
Desarrollo de un Framework de Clasificación de Patrones.
Res. Comput. Sci.
Ignacio Ramírez, A. Alcarraz, Alicia Fernández, A. F. de Oliveira
2001 — conf
Performance Evaluation of an Automatic Fingerprint Classification Algorithm Adapted to a Vucetich Based Classification System.
AVBPA
Alberto Bartesaghi, Alicia Fernández, Alvaro Gómez
1996 J jnl
Free Boolean Correlations Lattices.
Reports Math. Log.
Manuel Abad, Alicia Fernández, Nelli Meske