Luis Fernando Lago-Fernández

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 21

Top Topics

Authorship Attribution

Recurrent Neural Networks

Finite Automata

Internal States

Top Venues

Publications

Juan Fdez. del Pozo Romero, Luis Fernando Lago-Fernández
Gradient-Based Learning of Finite Automata. ICANN (8) (2023)
Christian Oliva, Vinicio Changoluisa, Francisco B. Rodríguez, Luis Fernando Lago-Fernández
Detecting P300-ERPs Building a Post-validation Neural Ensemble with Informative Neurons from a Recurrent Neural Network. AIAI (1) (2023)
Christian Oliva, Luis Fernando Lago-Fernández
The Importance of the Current Input in Sequence Modeling. AIAI (1) (2023)
Santiago Palmero Muñoz, Christian Oliva, Luis Fernando Lago-Fernández, David Arroyo
Advancing the Use of Information Compression Distances in Authorship Attribution. MISDOOM (2022)
Christian Oliva, Ignacio Palacio Marín, Luis Fernando Lago-Fernández, David Arroyo
Rumor and clickbait detection by combining information divergence measures and deep learning techniques. ARES (2022)
Christian Oliva, Santiago Palmero Muñoz, Luis Fernando Lago-Fernández, David Arroyo
Improving LSTMs' under-performance in Authorship Attribution for short texts. EICC (2022)
Gonzalo de la Torre-Abaitua, Luis Fernando Lago-Fernández, David Arroyo
A Compression-Based Method for Detecting Anomalies in Textual Data. Entropy 23 (5) (2021)
Alejandro Cabaña, Luis Fernando Lago-Fernández
Backward Gradient Normalization in Deep Neural Networks. CoRR (2021)
Faisal Saleem Alraddadi, Luis Fernando Lago-Fernández, Francisco de Borja Rodríguez
Impact of Minority Class Variability on Anomaly Detection by Means of Random Forests and Support Vector Machines. IWANN (2) (2021)
Christian Oliva, Luis Fernando Lago-Fernández
The Importance of the Current Input in Sequence Modeling. CoRR (2021)
Christian Oliva, Luis Fernando Lago-Fernández
Stability of internal states in recurrent neural networks trained on regular languages. Neurocomputing 452 (2021)
Christian Oliva, Vinicio Changoluisa, Francisco de Borja Rodríguez, Luis Fernando Lago-Fernández
Precise Temporal P300 Detection in Brain Computer Interface EEG Signals Using a Long-Short Term Memory. ICANN (4) (2021)
Christian Oliva, Luis Fernando Lago-Fernández
Separation of Memory and Processing in Dual Recurrent Neural Networks. ICANN (4) (2021)
Christian Oliva, Luis Fernando Lago-Fernández
Stability of Internal States in Recurrent Neural Networks Trained on Regular Languages. CoRR (2020)
Gonzalo de la Torre-Abaitua, Luis Fernando Lago-Fernández, David Arroyo
On the application of compression-based metrics to identifying anomalous behaviour in web traffic. Log. J. IGPL 28 (4) (2020)
Christian Oliva, Luis Fernando Lago-Fernández
Separation of Memory and Processing in Dual Recurrent Neural Networks. CoRR (2020)
Christian Oliva, Luis Fernando Lago-Fernández
On the Interpretation of Recurrent Neural Networks as Finite State Machines. ICANN (1) (2019)
Christian Oliva, Luis Fernando Lago-Fernández
Interpretability of Recurrent Neural Networks Trained on Regular Languages. IWANN (2) (2019)
Luis Fernando Lago-Fernández, Jesús Aragón, Manuel A. Sánchez-Montañés
Validation of Unimodal Non-Gaussian Clusters. IWANN (2) (2019)
Gonzalo de la Torre-Abaitua, Luis Fernando Lago-Fernández, David Arroyo
A compression based framework for the detection of anomalies in heterogeneous data sources. CoRR (2019)
Gonzalo de la Torre-Abaitua, Luis Fernando Lago-Fernández, David Arroyo
A Parameter-Free Method for the Detection of Web Attacks. SOCO-CISIS-ICEUTE (2017)
Luis Fernando Lago-Fernández, Jesús Aragón, Gonzalo Martínez-Muñoz, Ana M. González, Manuel A. Sánchez-Montañés
Cluster validation in problems with increasing dimensionality and unbalanced clusters. Neurocomputing 123 (2014)
Blanca Lizarbe, Ania Benitez, Manuel A. Sánchez-Montañés, Luis Fernando Lago-Fernández, María L. Garcia-Martin, Pilar López-Larrubia, Sebastián Cerdán
Imaging hypothalamic activity using diffusion weighted magnetic resonance imaging in the mouse and human brain. NeuroImage 64 (2013)
Luis Fernando Lago-Fernández, Gonzalo Martínez-Muñoz, Ana M. González, Manuel A. Sánchez-Montañés
Evaluation of Negentropy-based Cluster Validation Techniques in Problems with Increasing Dimensionality. ICPRAM (1) (2012)
Blanca Lizarbe, Ania Benitez, Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Pilar López-Larrubia, Sebastián Cerdán
Intelligent Image Analysis of Diffusion Weighted Data Sets: A New Tool for Functional Imaging. IWCIA (2011)
Richard N. Rojas-Bello, Luis Fernando Lago-Fernández, Gonzalo Martínez-Muñoz, Manuel A. Sánchez-Montañés
A comparison of techniques for robust gender recognition. ICIP (2011)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
The effect of low number of points in clustering validation via the negentropy increment. Neurocomputing 74 (16) (2011)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Normality-based validation for crisp clustering. Pattern Recognit. 43 (3) (2010)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Using the Negentropy Increment to Determine the Number of Clusters. IWANN (1) (2009)
Luis Fernando Lago-Fernández, Attila Szücs, Pablo Varona
Determining Burst Firing Time Distributions from Multiple Spike Trains. Neural Comput. 21 (4) (2009)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
Fuzzy Cluster Validation Using the Partition Negentropy Criterion. ICANN (2) (2009)
Luis Fernando Lago-Fernández
Spike alignment in bursting neurons. Neurocomputing 70 (10-12) (2007)
Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Evolutionary Search of Optimal Features. IDEAL (2006)
Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Feature Discovery in Classification Problems. IDA (2005)
Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Towards a Methodology to Search for Near-Optimal Representations in Classification Problems. IWINAC (2) (2005)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Eduardo Sánchez
A visual system for invariant recognition in animated image sequences. Neurocomputing (2003)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Optimal Extraction of Hidden Causes. ICANN (2002)
Luis Fernando Lago-Fernández, Gustavo Deco
A model of binocular rivalry based on competition in IT. Neurocomputing (2002)
Manuel A. Sánchez-Montañés, Luis Fernando Lago-Fernández, Nazareth P. Castellanos, Ángel Merchán-Pérez, Jon I. Arellano, Javier DeFelipe
A Model of Human Cortical Microcircuits for the Study of the Development of Epilepsy. ICANN (2002)
Luis Fernando Lago-Fernández, Gustavo Deco
Simultaneous Parallel Processing of Object and Position by Temporal Correlation. IWANN (2) (2001)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
A biologically inspired visual system for an autonomous robot. Neurocomputing (2001)
Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta
Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability. Neural Networks 14 (6-7) (2001)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Sergio López-Buedo
A biologically inspired autonomous robot that learns approach-avoidance behaviors. Agents (2000)