Juan José Murillo-Fuentes

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 28

Top Topics

Gaussian Process

Top Venues

IEEE Trans. Commun.

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

A. Delgado, Laura Alba-Carcelén, Juan José Murillo-Fuentes
Crossing Points Detection in Plain Weave for Old Paintings with Deep Learning. CoRR (2023)
A. Delgado, Laura Alba-Carcelén, Juan José Murillo-Fuentes
Crossing points detection in plain weave for old paintings with deep learning. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
A. D. Bejarano, Juan José Murillo-Fuentes, Laura Alba-Carcelén
Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning Models. CoRR (2023)
Álvaro Callejas-Ramos, Matilde Sánchez Fernández, Antonia Maria Tulino, Juan José Murillo-Fuentes
Recovery of Real-Valued Sparse Models in the Multi-Dimensional Spectral Domain. CAMSAP (2023)
José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos
Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines. IEEE Access 9 (2021)
Juan José Murillo-Fuentes, Irene Santos, José Carlos Aradillas, Matilde Sánchez Fernández
A Low-Complexity Double EP-Based Detector for Iterative Detection and Decoding in MIMO. IEEE Trans. Commun. 69 (3) (2021)
José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos
Boosting offline handwritten text recognition in historical documents with few labeled lines. CoRR (2020)
José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos
Improving offline HTR in small datasets by purging unreliable labels. ICFHR (2020)
Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna
A Double EP-Based Proposal for Turbo Equalization. IEEE Signal Process. Lett. 27 (2020)
Irene Santos Velázquez, Juan José Murillo-Fuentes, José Carlos Aradillas, Eva Arias-de-Reyna
Channel Equalization With Expectation Propagation at Smoothing Level. IEEE Trans. Commun. 68 (5) (2020)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Sotirios A. Tsaftaris
The Generalized Complex Kernel Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 67 (20) (2019)
Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric
Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Trans. Signal Process. 67 (5) (2019)
Irene Santos, Juan José Murillo-Fuentes
Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Sotirios A. Tsaftaris
The Generalized Complex Kernel Least-Mean-Square Algorithm. CoRR (2019)
Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo. CoRR (2018)
Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna
Equalization with Expectation Propagation at Smoothing Level. CoRR (2018)
José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning. CoRR (2018)
José Carlos Aradillas Jaramillo, Juan José Murillo-Fuentes, Pablo M. Olmos
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning. ICFHR (2018)
Irene Santos Velázquez, Juan José Murillo-Fuentes, Eva Arias-de-Reyna, Pablo M. Olmos
Turbo EP-Based Equalization: A Filter-Type Implementation. IEEE Trans. Commun. 66 (9) (2018)
Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo. NeurIPS (2018)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, F. Javier Payan-Somet, Fernando Pérez-Cruz
Complex Gaussian Processes for Regression. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Francisco J. Simois, Juan José Murillo-Fuentes
On the power spectral density applied to the analysis of old canvases. Signal Process. 143 (2018)
Irene Santos Velázquez, Juan José Murillo-Fuentes, Eva Arias-de-Reyna, Pablo M. Olmos
Probabilistic Equalization With a Smoothing Expectation Propagation Approach. IEEE Trans. Wirel. Commun. 16 (5) (2017)
Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric
Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes. CAMSAP (2017)
Francisco J. Simois, Juan José Murillo-Fuentes
On the Power Spectral Density Applied to the Analysis of Old Canvases. CoRR (2017)
Irene Santos Velázquez, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Eva Arias-de-Reyna, Pablo M. Olmos
Expectation Propagation as Turbo Equalizer in ISI Channels. IEEE Trans. Commun. 65 (1) (2017)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Irene Santos Velázquez, Fernando Pérez-Cruz
Widely Linear Complex-Valued Kernel Methods for Regression. IEEE Trans. Signal Process. 65 (19) (2017)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Irene Santos Velázquez, Fernando Pérez-Cruz
Complex-Valued Kernel Methods for Regression. CoRR (2016)
Eva Arias-de-Reyna, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa
Blind Low Complexity Time-Of-Arrival Estimation Algorithm for UWB Signals. IEEE Signal Process. Lett. 22 (11) (2015)
Rafael Boloix-Tortosa, F. Javier Payan-Somet, Eva Arias-de-Reyna, Juan José Murillo-Fuentes
Proper Complex Gaussian Processes for Regression. CoRR (2015)
Luis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos, Fernando Pérez-Cruz, Sergio Verdú
Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime. IEEE Commun. Lett. 19 (2) (2015)
Rafael Boloix-Tortosa, Eva Arias-de-Reyna, F. Javier Payan-Somet, Juan José Murillo-Fuentes
Complex-Valued Gaussian Processes for Regression: A Widely Non-Linear Approach. CoRR (2015)
Rafael Boloix-Tortosa, F. Javier Payan-Somet, Eva Arias-de-Reyna, Juan José Murillo-Fuentes
Complex kernels for proper complex-valued signals: A review. EUSIPCO (2015)
Bruno H. A. Pilon, Juan José Murillo-Fuentes, João Paulo Carvalho Lustosa da Costa, Rafael Timóteo de Sousa Júnior, Antonio Manuel Rubio Serrano
Gaussian Process for Regression in Business Intelligence: A Fraud Detection Application. KMIS (2015)
Irene Santos Velázquez, Juan José Murillo-Fuentes, Pablo M. Olmos
Block expectation propagation equalization for ISI channels. EUSIPCO (2015)
Bruno H. A. Pilon, João Paulo Carvalho Lustosa da Costa, Juan José Murillo-Fuentes, Rafael T. de Sousa Jr.
Statistical Audit via Gaussian Mixture Models in Business Intelligence Systems. SBSI (2015)
Bruno H. A. Pilon, Juan José Murillo-Fuentes, João Paulo C. L. da Costa, Rafael Timóteo de Sousa Júnior, Antonio Manuel Rubio Serrano
Predictive Analytics in Business Intelligence Systems via Gaussian Processes for Regression. IC3K (2015)
Juan Garrido-Castellano, Juan José Murillo-Fuentes
On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Rafael Boloix-Tortosa, F. Javier Payan-Somet, Juan José Murillo-Fuentes
Gaussian processes regressors for complex proper signals in digital communications. SAM (2014)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Tree-Structure Expectation Propagation for LDPC Decoding Over the BEC. IEEE Trans. Inf. Theory 59 (6) (2013)
Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC. IEEE Trans. Commun. 61 (2) (2013)
Fernando Pérez-Cruz, Steven Van Vaerenbergh, Juan José Murillo-Fuentes, Miguel Lázaro-Gredilla, Ignacio Santamaría
Gaussian Processes for Nonlinear Signal Processing: An Overview of Recent Advances. IEEE Signal Process. Mag. 30 (4) (2013)
Luis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos, Fernando Pérez-Cruz
Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation. ISIT (2013)
Luis Salamanca, Pablo M. Olmos, Fernando Pérez-Cruz, Juan José Murillo-Fuentes
Tree-Structured Expectation Propagation for LDPC Decoding over BMS Channels. IEEE Trans. Commun. 61 (10) (2013)
Fernando Pérez-Cruz, Steven Van Vaerenbergh, Juan José Murillo-Fuentes, Miguel Lázaro-Gredilla, Ignacio Santamaría
Gaussian Processes for Nonlinear Signal Processing CoRR (2013)
Pablo M. Olmos, Fernando Pérez-Cruz, Luis Salamanca, Juan José Murillo-Fuentes
Finite-length performance of spatially-coupled LDPC codes under TEP decoding. ITW (2012)
José Carlos Reyes-Guerrero, Juan José Murillo-Fuentes, Pablo M. Olmos
Remote detection of interfered downlinks in wireless cellular systems. Trans. Emerg. Telecommun. Technol. 23 (5) (2012)
Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Bayesian Equalization for LDPC Channel Decoding. IEEE Trans. Signal Process. 60 (5) (2012)
Luis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos, Fernando Pérez-Cruz
Tree-structured expectation propagation for LDPC decoding over the AWGN channel. MLSP (2012)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Tree-Structure Expectation Propagation for LDPC Decoding over the BEC CoRR (2012)
Pablo M. Olmos, Juan José Murillo-Fuentes, Guillermo Esteve
Remote Detection of a Frequency Jammer Operating in the Down Link of a Cellular System. Wirel. Pers. Commun. 63 (4) (2012)
Pablo M. Olmos, Fernando Pérez-Cruz, Luis Salamanca, Juan José Murillo-Fuentes
Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC. ISIT (2012)
Francisco J. Simois, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Luis Salamanca
Near the Cramér-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation. IEEE Trans. Veh. Technol. 61 (2) (2012)
Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
On the Design of LDPC-Convolutional Ensembles Using the TEP Decoder. IEEE Commun. Lett. 16 (5) (2012)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Capacity achieving LDPC ensembles for the TEP decoder in erasure channels. ISIT (2011)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Tree-Structured Expectation Propagation for Decoding Finite-Length LDPC Codes. IEEE Commun. Lett. 15 (2) (2011)
Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
An Application of Tree-Structured Expectation Propagation for Channel Decoding. NIPS (2011)
Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
MAP decoding for LDPC codes over the binary erasure channel. ITW (2011)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels. ISIT (2010)
Juan José Murillo-Fuentes, Rafael Boloix-Tortosa
Corrections to "Strict Separability and Identifiability of a Class of ICA Models" [Mar 10 285-288]. IEEE Signal Process. Lett. 17 (8) (2010)
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes. IEEE Trans. Signal Process. 58 (3) (2010)
Juan José Murillo-Fuentes, Rafael Boloix-Tortosa
Strict Separability and Identifiability of a Class of ICA Models. IEEE Signal Process. Lett. 17 (3) (2010)
Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Channel Decoding with a Bayesian Equalizer CoRR (2010)
Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Channel decoding with a Bayesian equalizer. ISIT (2010)
Pablo M. Olmos, Juan José Murillo-Fuentes
Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels CoRR (2010)
Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Gaussian process regressors for multiuser detection in DS-CDMA systems. IEEE Trans. Commun. 57 (8) (2009)
Pablo Martinez-Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Soft LDPC decoding in nonlinear channels with Gaussian processes for classification. EUSIPCO (2009)
Pablo Martinez-Olmos, Juan José Murillo-Fuentes, Guillermo Esteve
Analyzing signal strength versus quality levels in cellular systems: A case study in GSM. PIMRC (2009)
Fernando Pérez-Cruz, Juan José Murillo-Fuentes, Sebastian Caro
Nonlinear Channel Equalization With Gaussian Processes for Regression. IEEE Trans. Signal Process. 56 (10-2) (2008)
Fernando Pérez-Cruz, Juan José Murillo-Fuentes
Digital Communication Receivers Using Gaussian Processes for Machine Learning. EURASIP J. Adv. Signal Process. 2008 (2008)
Juan José Murillo-Fuentes
Independent component analysis in the blind watermarking of digital images. Neurocomputing 70 (16-18) (2007)
Fernando Pérez-Cruz, Juan José Murillo-Fuentes
Gaussian Processes for Digital Communications. ICASSP (5) (2006)
Vicente Zarzoso, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi
Optimal Pairwise Fourth-Order Independent Component Analysis. IEEE Trans. Signal Process. 54 (8) (2006)
Sebastian Caro, Fernando Pérez-Cruz, Juan José Murillo-Fuentes
Gaussian Processes for regression in channel equalization. EUSIPCO (2006)
Juan José Murillo-Fuentes, Sebastian Caro, Fernando Pérez-Cruz
Gaussian Processes for Multiuser Detection in CDMA receivers. NIPS (2005)
Vicente Zarzoso, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi
Independent component analysis with optimized pairwise processing. EUSIPCO (2005)
Juan José Murillo-Fuentes, Rafael Boloix-Tortosa
Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm. IWANN (2005)
Juan José Murillo-Fuentes
Independent Component Analysis in the Watermarking of Digital Images. ICA (2004)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano
A sinusoidal contrast function for the blind separation of statistically independent sources. IEEE Trans. Signal Process. 52 (12) (2004)
Antonio J. Caamaño, Rafael Boloix-Tortosa, Javier Ramos, Juan José Murillo-Fuentes
Hybrid higher-order statistics learning in multiuser detection. IEEE Trans. Syst. Man Cybern. Part C 34 (4) (2004)
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes
Blind Source Separation in the Adaptive Reduction of Inter-channel Interference for OFDM. ICA (2004)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano
Median equivariant adaptive separation via independence: application to communications. Neurocomputing 49 (1-4) (2002)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano, Javier Ramos, Antonio J. Caamaño
Natural gradient based blind multiuser detection. PIMRC (2002)
Juan José Murillo-Fuentes, Matilde Pilar Sanchez-Fernandez, Antonio Caamaño-Fernández, Francisco Javier González-Serrano
Adaptive blind joint source-phase separation in digital communications. ICC (2001)
Francisco Javier González-Serrano, Juan José Murillo-Fuentes
Adaptive nonlinear compensation for CDMA communication systems. IEEE Trans. Veh. Technol. 50 (1) (2001)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano
Independent component analysis with sinusoidal fourth-order contrasts. ICASSP (2001)
Francisco Javier González-Serrano, Victoria Abreu-Sernández, Juan José Murillo-Fuentes
Adaptive nonlinear equalization for CDMA communication systems. ICC (2001)
Francisco Javier González-Serrano, Juan José Murillo-Fuentes, Antonio Artés-Rodríguez
GCMAC-based predistortion for digital modulations. IEEE Trans. Commun. 49 (9) (2001)
Francisco Javier González-Serrano, Harold Y. Molina-Bulla, Juan José Murillo-Fuentes
Independent component analysis applied to digital image watermarking. ICASSP (2001)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano
GCMAC based predistortion architectures for personal mobile systems. ICC (1999)
Juan José Murillo-Fuentes, Francisco Javier González-Serrano
Applying GCMAC to predistortion in GSM base stations. ICASSP (1999)