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ORCIDJuan José Murillo-Fuentes
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2020 – today
- 2023
[j40]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): 107100 (2023)- [c36]Álvaro Callejas-Ramos, Matilde Sánchez Fernández, Antonia M. Tulino, Juan José Murillo-Fuentes:
Recovery of Real-Valued Sparse Models in the Multi-Dimensional Spectral Domain. CAMSAP 2023: 111-115 - [i15]A. Delgado, Laura Alba-Carcelén, Juan José Murillo-Fuentes:
Crossing Points Detection in Plain Weave for Old Paintings with Deep Learning. CoRR abs/2302.11924 (2023) - [i14]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 abs/2303.15999 (2023) - 2021
- [j39]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Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines.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: 76674-76688 (2021) - [j38]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): 1538-1547 (2021) - 2020
- [j37]Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna:
A Double EP-Based Proposal for Turbo Equalization. IEEE Signal Process. Lett. 27: 121-125 (2020) - [j36]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): 2740-2747 (2020) - [c35]José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos:
Improving offline HTR in small datasets by purging unreliable labels. ICFHR 2020: 25-30 - [i13]José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos:
Boosting offline handwritten text recognition in historical documents with few labeled lines. CoRR abs/2012.02544 (2020)
2010 – 2019
- 2019
- [j35]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): 1152-1162 (2019) - [j34]Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Sotirios A. Tsaftaris:
The Generalized Complex Kernel Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 67(20): 5213-5222 (2019) - [j33]Irene Santos, Juan José Murillo-Fuentes:
Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems. IEEE Wirel. Commun. Lett. 8(4): 1095-1098 (2019) - [i12]Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Sotirios A. Tsaftaris:
The Generalized Complex Kernel Least-Mean-Square Algorithm. CoRR abs/1902.08692 (2019) - 2018
- [j32]Francisco J. Simois, Juan José Murillo-Fuentes:
On the power spectral density applied to the analysis of old canvases. Signal Process. 143: 253-268 (2018) - [j31]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): 4259-4270 (2018) - [j30]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): 5499-5511 (2018) - [c34]José Carlos Aradillas Jaramillo, Juan José Murillo-Fuentes, Pablo M. Olmos:
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning. ICFHR 2018: 429-434 - [c33]Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes:
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo. NeurIPS 2018: 7517-7527 - [i11]José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos:
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning. CoRR abs/1804.01527 (2018) - [i10]Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes:
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo. CoRR abs/1806.05490 (2018) - [i9]Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna:
Equalization with Expectation Propagation at Smoothing Level. CoRR abs/1809.00806 (2018) - 2017
- [j29]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): 360-370 (2017) - [j28]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): 5240-5248 (2017) - [j27]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): 2950-2962 (2017) - [c32]Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric:
Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes. CAMSAP 2017: 1-5 - [i8]Francisco J. Simois, Juan José Murillo-Fuentes:
On the Power Spectral Density Applied to the Analysis of Old Canvases. CoRR abs/1705.10060 (2017) - 2016
- [i7]Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Irene Santos Velázquez, Fernando Pérez-Cruz:
Complex-Valued Kernel Methods for Regression. CoRR abs/1610.09915 (2016) - 2015
- [j26]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: 171 (2015) - [j25]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): 123-126 (2015) - [j24]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): 2019-2023 (2015) - [c31]Irene Santos Velázquez, Juan José Murillo-Fuentes, Pablo M. Olmos:
Block expectation propagation equalization for ISI channels. EUSIPCO 2015: 379-383 - [c30]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: 2371-2375 - [c29]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: 39-49 - [c28]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: 421-442 - [c27]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: 683-690 - [i6]Rafael Boloix-Tortosa, F. Javier Payan-Somet, Eva Arias-de-Reyna, Juan José Murillo-Fuentes:
Proper Complex Gaussian Processes for Regression. CoRR abs/1502.04868 (2015) - [i5]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 abs/1511.05710 (2015) - 2014
- [c26]Rafael Boloix-Tortosa, F. Javier Payan-Somet, Juan José Murillo-Fuentes:
Gaussian processes regressors for complex proper signals in digital communications. SAM 2014: 137-140 - 2013
- [j23]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): 40-50 (2013) - [j22]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): 465-473 (2013) - [j21]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): 4086-4095 (2013) - [j20]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): 3354-3377 (2013) - [c25]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: 2990-2994 - [i4]Fernando Pérez-Cruz, Steven Van Vaerenbergh, Juan José Murillo-Fuentes, Miguel Lázaro-Gredilla, Ignacio Santamaría:
Gaussian Processes for Nonlinear Signal Processing. CoRR abs/1303.2823 (2013) - 2012
- [j19]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): 444-453 (2012) - [j18]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): 726-729 (2012) - [j17]Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Bayesian Equalization for LDPC Channel Decoding. IEEE Trans. Signal Process. 60(5): 2672-2676 (2012) - [j16]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): 651-661 (2012) - [j15]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): 861-870 (2012) - [c24]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: 2346-2350 - [c23]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: 492-496 - [c22]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: 1-6 - [i3]Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Tree-Structure Expectation Propagation for LDPC Decoding over the BEC. CoRR abs/1201.0715 (2012) - 2011
- [j14]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): 235-237 (2011) - [c21]Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Capacity achieving LDPC ensembles for the TEP decoder in erasure channels. ISIT 2011: 2398-2402 - [c20]Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
MAP decoding for LDPC codes over the binary erasure channel. ITW 2011: 145-149 - [c19]Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
An Application of Tree-Structured Expectation Propagation for Channel Decoding. NIPS 2011: 1854-1862 - 2010
- [j13]Juan José Murillo-Fuentes, Rafael Boloix-Tortosa:
Strict Separability and Identifiability of a Class of ICA Models. IEEE Signal Process. Lett. 17(3): 285-288 (2010) - [j12]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): 774 (2010) - [j11]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): 1183-1192 (2010) - [c18]Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels. ISIT 2010: 799-803 - [c17]Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Channel decoding with a Bayesian equalizer. ISIT 2010: 1998-2002 - [i2]Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Channel Decoding with a Bayesian Equalizer. CoRR abs/1006.0795 (2010) - [i1]Pablo M. Olmos, Juan José Murillo-Fuentes:
Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels. CoRR abs/1006.1535 (2010)
2000 – 2009
- 2009
- [j10]Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Gaussian process regressors for multiuser detection in DS-CDMA systems. IEEE Trans. Commun. 57(8): 2339-2347 (2009) - [c16]Pablo Martinez-Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz:
Soft LDPC decoding in nonlinear channels with Gaussian processes for classification. EUSIPCO 2009: 1641-1645 - [c15]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: 3114-3118 - 2008
- [j9]Fernando Pérez-Cruz, Juan José Murillo-Fuentes:
Digital Communication Receivers Using Gaussian Processes for Machine Learning. EURASIP J. Adv. Signal Process. 2008 (2008) - [j8]Fernando Pérez-Cruz, Juan José Murillo-Fuentes, Sebastian Caro:
Nonlinear Channel Equalization With Gaussian Processes for Regression. IEEE Trans. Signal Process. 56(10-2): 5283-5286 (2008) - 2007
- [j7]Juan José Murillo-Fuentes:
Independent component analysis in the blind watermarking of digital images. Neurocomputing 70(16-18): 2881-2890 (2007) - 2006
- [j6]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): 3049-3063 (2006) - [c14]Sebastian Caro, Fernando Pérez-Cruz, Juan José Murillo-Fuentes:
Gaussian Processes for regression in channel equalization. EUSIPCO 2006: 1-5 - [c13]Fernando Pérez-Cruz, Juan José Murillo-Fuentes:
Gaussian Processes for Digital Communications. ICASSP (5) 2006: 781-784 - 2005
- [c12]Vicente Zarzoso, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi:
Independent component analysis with optimized pairwise processing. EUSIPCO 2005: 1-4 - [c11]Juan José Murillo-Fuentes, Rafael Boloix-Tortosa:
Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm. IWANN 2005: 1100-1107 - [c10]Juan José Murillo-Fuentes, Sebastian Caro, Fernando Pérez-Cruz:
Gaussian Processes for Multiuser Detection in CDMA receivers. NIPS 2005: 939-946 - 2004
- [j5]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): 417-424 (2004) - [j4]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): 3459-3463 (2004) - [c9]Juan José Murillo-Fuentes:
Independent Component Analysis in the Watermarking of Digital Images. ICA 2004: 938-945 - [c8]Rafael Boloix-Tortosa, Juan José Murillo-Fuentes:
Blind Source Separation in the Adaptive Reduction of Inter-channel Interference for OFDM. ICA 2004: 1142-1149 - 2002
- [j3]Juan José Murillo-Fuentes, Francisco Javier González-Serrano:
Median equivariant adaptive separation via independence: application to communications. Neurocomputing 49(1-4): 389-409 (2002) - [c7]Juan José Murillo-Fuentes, Francisco Javier González-Serrano, Javier Ramos, Antonio J. Caamaño:
Natural gradient based blind multiuser detection. PIMRC 2002: 1186-1189 - 2001
- [j2]Francisco Javier González-Serrano, Juan José Murillo-Fuentes, Antonio Artés-Rodríguez:
GCMAC-based predistortion for digital modulations. IEEE Trans. Commun. 49(9): 1679-1689 (2001) - [j1]Francisco Javier González-Serrano, Juan José Murillo-Fuentes:
Adaptive nonlinear compensation for CDMA communication systems. IEEE Trans. Veh. Technol. 50(1): 34-42 (2001) - [c6]Francisco Javier González-Serrano, Harold Y. Molina-Bulla, Juan José Murillo-Fuentes:
Independent component analysis applied to digital image watermarking. ICASSP 2001: 1997-2000 - [c5]Juan José Murillo-Fuentes, Francisco Javier González-Serrano:
Independent component analysis with sinusoidal fourth-order contrasts. ICASSP 2001: 2785-2788 - [c4]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: 930-934 - [c3]Francisco Javier González-Serrano, Victoria Abreu-Sernández, Juan José Murillo-Fuentes:
Adaptive nonlinear equalization for CDMA communication systems. ICC 2001: 1969-1973
1990 – 1999
- 1999
- [c2]Juan José Murillo-Fuentes, Francisco Javier González-Serrano:
Applying GCMAC to predistortion in GSM base stations. ICASSP 1999: 2575-2578 - [c1]Juan José Murillo-Fuentes, Francisco Javier González-Serrano:
GCMAC based predistortion architectures for personal mobile systems. ICC 1999: 963-967
Coauthor Index
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