Gabriel Gómez

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 5

Top Topics

Multivariate Time Series

Spatial Structure

Unsupervised Learning

Top Venues

SIGMETRICS Perform. Evaluation Rev.

SIGCOMM Posters and Demos

EuroS&P Workshops

Publications

Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas
DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders. EuroS&P Workshops (2022)
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders. IMC (2022)
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series. SIGMETRICS Perform. Evaluation Rev. 48 (4) (2021)
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series. SIGCOMM Posters and Demos (2020)
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series. CoRR (2020)
Gabriel Gómez, Peter Eggenberger Hotz
Evolutionary synthesis of grasping through self-exploratory movements of a robotic hand. IEEE Congress on Evolutionary Computation (2007)
Danesh Tarapore, Max Lungarella, Gabriel Gómez
Quantifying patterns of agent-environment interaction. Robotics Auton. Syst. 54 (2) (2006)
Gabriel Gómez, Alejandro Hernandez, Peter Eggenberger Hotz
An adaptive neural controller for a tendon driven robotic hand. IAS (2006)
Pascal Kaufmann, Gabriel Gómez
Growing Virtual Neural Tissue: Binding Spiking Neurons through Sensory Input. IAS (2006)
Rolf Pfeifer, Gabriel Gómez
Interacting with the real world: design principles for intelligent systems. Artif. Life Robotics 9 (1) (2005)