Journals

  1. A. Delgado, J. J. Murillo-Fuentes, L. Alba-Carcelén  (2023), “Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning Models” Submitted to Neural Networks, see paper.
  2. “Crossing Points Detection in Plain Weave for Old Paintings with Deep Learning,” submitted to Engineering Application of Artificial Intelligence, see paper.
  3. J. C. Aradillas, J. J. Murillo-Fuentes and P. M. Olmos, “Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines (2021),” in IEEE Access, vol. 9, pp. 76674-76688, 2021, doi: 10.1109/ACCESS.2021.3082689 see it also at idus.us.es.
  4. J. J. Murillo-Fuentes, I. Santos, J. C. Aradillas and M. Sánchez-Fernández (2021), “A Low-Complexity Double EP-Based Detector for Iterative Detection and Decoding in MIMO,” in IEEE Transactions on Communications, vol. 69, no. 3, pp. 1538-1547, March 2021, doi: 10.1109/TCOMM.2020.3043771, see it also at idus.us.es.
  5. I. Santos, J. J. Murillo-Fuentes, José C. Aradillas and E. Arias-de-Reyna (2020), “Channel Equalization with Expectation Propagation at Smoothing Level,” in IEEE Transactions on Communications, vol. 68, no. 5, pp. 2740-2747, May 2020, doi: 10.1109/TCOMM.2020.2975624. see it also at paper.
  6. I. Santos, J. J. Murillo-Fuentes and E. Arias-de-Reyna (2020), “A Double EP-Based Proposal for Turbo Equalization,” in IEEE Signal Processing Letters, vol. 27, pp. 121-125, 2020. See DOI: 10.1109/LSP.2019.2959900, see also the paper.
  7. R. Boloix-Tortosa, J.J. Murillo-Fuentes S.A. Tsaftaris. (2019). “The Generalized Complex Kernel Least-Mean-Square Algorithm” IEEE Transactions on Signal Processing, Vol. 67, no. 20, pp. 5213 – 5222. Oct.15, 2019. DOI 10.1109/TSP.2019.2937289, https://arxiv.org/abs/1902.08692
  8. I. Santos, J.J. Murillo-Fuentes. (2019). “Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems” IEEE Wireless Communications Letters. 8-4, pp.1095-1098 2019. DOI 10.1109/LWC.2019.2907941, https://arxiv.org/abs/1805.05065
  9. I. Santos, J.J. Murillo-Fuentes, P. M. Djuric. (2019). Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Transactions on Signal Processing. 2019. EEE (2017) Q1, 32/260. DOI 10.1109/TSP.2018.2889987, https://arxiv.org/abs/1806.02530.
  10. E. Arias-de-Reyna, P. Closas, D. Dardari, P. M. Djuric (2018). “Crowd-based Learning of Spatial Fields for the IoT: from Harvesting of Data to Inference.” IEEE Signal Processing Magazine. Special Issue on Signal Processing and the Internet-of-Things, vol. 35, num.5. pp 130-139. September 2018, DOI 10.1109/Msp.2018.2840156
  11. I. Santos, J. J. Murillo-Fuentes, E. Arias-de-Reyna and P. M. Olmos (2018), “Turbo EP-Based Equalization: A Filter-Type Implementation,” in IEEE Transactions on Communications, vol. 66, no. 9, pp. 4259-4270, Sept. 2018.  DOI: 10.1109/TCOMM.2018.2832202, https://arxiv.org/abs/1711.08188
  12. R. Boloix-Tortosa, J. J. Murillo-Fuentes, F. J. Payán-Somet, F. Pérez-Cruz, “Complex Gaussian Processes for Regression (2018),” in IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 11, pp. 5499-5511, Nov. 2018. DOI: 10.1109/TNNLS.2018.2805019 https://arxiv.org/abs/1511.05710
  13. F. J. Simois, J.J. Murillo-Fuentes, (2017) “On the power spectral density applied to the analysis of old canvases”, Signal Processing, 2017, ISSN 0165-1684. Paper in Signal Processing or arxiv.org.
  14. R. Boloix-Tortosa, J. J. Murillo-Fuentes, I. Santos and F. Pérez-Cruz, (2017) “Widely Linear Complex-Valued Kernel Methods for Regression,” in IEEE Transactions on Signal Processing, vol. 65, no. 19, pp. 5240-5248, Oct.1, 1 2017. Paper, also in IEEE TSP, arxiv.org
  15. I. Santos, J. J. Murillo-Fuentes, E. Arias-de-Reyna and P. M. Olmos (2017), “Probabilistic Equalization With a Smoothing Expectation Propagation Approach,” in IEEE Transactions on Wireless Communications, vol. 16, no. 5, pp. 2950-2962, May 2017. Paper, also in IEEE TWCOM. Code
  16. I. Santos, J.J. Murillo-Fuentes, R. Boloix-Tortosa, Eva Arias de Reyna and Pablo M. Olmos, (2017). “Expectation Propagation as Turbo Equalizer in ISI Channels“. IEEE Transactions on Communications, vol. 65, no.1, pp.360-370, January 2017. code
  17. Eva Arias-de-Reyna, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, (2015). “Blind Low Complexity Time-Of-Arrival Estimation Algorithm for UWB Signals”. IEEE Signal Processing Letters, vol. 22, no. 11, pp. 2019-2023, November 2015.
  18. J.A. Garrido-Castellano and J.J. Murillo-Fuentes, (2015). “On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks” EURASIP Journal on Wireless Communications and Networking 2015, 2015:171 DOI: 10.1186 / s13638-015-0382-6. paper
  19. L. Salamanca, J.J. Murillo-Fuentes, P. M. Olmos, F. Pérez-Cruz, S. Verdú, (2015). “Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime”. IEEE Communications Letters, Vol. 19, No. 2, Pp.123-126, 2015. paper
  20. F. Pérez-Cruz, S. Van Vaerenbergh, J. J. Murillo-Fuentes, M. Lázaro-Gredilla and I. Santamaría, (2013). “Gaussian Processes for Nonlinear Signal Processing”. IEEE Signal Processing Magazine. Vol. 30, no.4. 2013. paper
  21. Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes and F. Pérez-Cruz, (2013).  “Tree-Structured Expectation Propagation for LDPC Decoding over BSM Channels”. IEEE Transactions on Communications, vol.61, no.10, pp.4086-4095, October 2013.
  22. P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2013).  ”Tree structure Expectation-Propagation for LDPC decoding in Erasure Channels”. IEEE Transactions on Information Theory, vol.59, no.6, pp.3354-3377, June 2013. paper
  23. Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2013). ”Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC”. IEEE Transactions on Communications. Vol. 61, No. 2, Pp. 465-473, Feb 2013. paper
  24. Eva Arias-de-Reyna, Umberto Mengali, (2013). “A Maximum Likelihood UWB localization algorithm exploiting knowledge of the service area layout”. Wireless Personal Communications, vol. 69, no. 4, pp. 1413-1426, 2013.
  25. Eva Arias-de-Reyna, Petar M. Djurić, (2013). “Indoor localization with range-based measurements and little prior information”. IEEE sensors journal, vol. 13, no. 5, pp. 1979-1987, May 2013.
  26. Eva Arias-de-Reyna, (2013). “A Cooperative Localization Algorithm for UWB Indoor Sensor Networks”. Wireless Personal Communications, vol. 72, no. 1, pp. 85-99, 2013.
  27. C. Reyes-Guerrero, J. J. Murillo-Fuentes, P. M. Olmos­, (2012). “Remote Detection of Interfered Downlinks in Wireless Cellular Systems”. Transactions on Emerging Telecommunications Technologies. Vol. 23, No. 5, Pp. 444–453,  2012.
  28. L. Salamanca, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2012).  ”Bayesian Equalization for LDPC Channel Decoding”. IEEE Transactions on Signal Processing 60(5): 2672-2676, May 2012. paper
  29. F.J. Simois, J.J. Murillo-Fuentes, R. Boloix-Tortosa, L. Salamanca (2012), ”Near the Cramér-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation”. IEEE Transactions on Vehicular Technology, Vol. 61, N. 2, Pp. 651 – 661, Feb. 2012. paper
  30. Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2012). ”On the Design of LDPC Convolutional Ensembles Using the TEP Decoder”. IEEE Communication Letters. Vol. 16, Pp. 726-729. March 2012. paper
  31. F.J. Simois Tirado, J.I. Acha Catalina, (2012). “Efficient real data filtering using complex-input discrete Fourier transforms.” En: Signal Processing. 2012. Vol. 92. Núm. 4. Pag. 1132-1136. 10.1016/j.sigpro.2011.11.009
  32. F.J. Simois Tirado, J.I. Acha Catalina, (2011) .”A New Algorithm for Real Data Convolutions with j-Circulants”. IEEE Signal Processing Letters. 2011. Vol. 18. Núm. 11. Pag. 655-658. 10.1109/Lsp.2011.2168389
  33. M. Olmos, J.J. Murillo-Fuentes, G. Esteve, (2011). “Remote detection of a frequency jammer operating in the down link of a cellular system”. Wireless Personal Communications. Pp. 1-10. Springer. 2011.
  34. P. M. Olmos, J.J. Murillo-Fuentes and F. Pérez-Cruz, (2011). ”Tree-Structured Expectation Propagation for decoding finite-length LDPC codes”. IEEE Communications Letters, 15(2):235-237. January 2011. paper
  35. P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Joint Nonlinear Channel Equalization and Soft LDPC Decoding with Gaussian Processes”. IEEE Transactions on Signal Processing, Vol. 58, N. 3, pp. 1183 – 1192, March 2010. paper
  36. J. J. Murillo-Fuentes and R. Boloix-Tortosa (2010). ”Strict Separability and Identifiability of a Class of ICA Models”. IEEE Signal Processing Letters, Vol. 17, N. 3, Pp. 285 – 288. paper
  37. J. J. Murillo-Fuentes and F. Pérez-Cruz, (2009). ”Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems”. IEEE Transactions on Communications, 57(8):2339-2347, August 2009. paper
  38. Eva Arias-de-Reyna, José Ignacio Acha-Catalina, (2009). “Blind and Efficient Serial Search Strategy for Ultra Wideband Signal Initial Acquisition”. IEEE Transactions on Vehicular Technology, vol. 58, no. 6, pp. 3053-3057, July 2009.
  39. F.J. Simois Tirado, J.I. Acha Catalina (2009). “Linear IIR Precoding for Non-Redundant Transmission Over Minimum-Phase Channels in Wireline Multitone Systems”. IEEE Transactions on Communications. 2009. Vol. 57. Núm. 5. Pag. 1496-1504
  40. F. Pérez-Cruz, J. J. Murillo-Fuentes and S. Caro, (2008). ”Nonlinear Channel Equalization with Gaussian Processes for Regression”. IEEE Transactions on Signal Processing, 56(10-2):5283-5286, October 2008. paper
  41. F. Pérez-Cruz and J. J. Murillo-Fuentes, (2008). ”Digital Communication Receivers Using Gaussian Processes for Machine Learning”. Journal on Advances in Signal Processing. Vol 2008. doi:10.1155/2008/491503.
  42. Eva Arias-de-Reyna, José Ignacio Acha-Catalina, (2007). “Coarse Synchronization of Uwb Signals in the Dense Multipath Channel Based on the Golden Section”. Journal of the Franklin Institute, vol. 344, no. 2, pp. 128-151, 2007.
  43. Antonio A. D’Amico, Umberto Mengali, Eva Arias-de-Reyna, (2007). “Energy-Detection Uwb Receivers With Multiple Energy Measurements”, vol. 6, no. 7, pp. 2652-2659, July 2007.
  44. Juan. J. Murillo-Fuentes (2007). ”Independent component analysis in the blind watermarking of digital image”, Neurocomputing Vol. 70, Pp. 2881-2890, 2007. paper
  45. Vicente Zarzoso, Juan J. Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi (2006). ”Optimal pairwise fourth-order independent component analisis”. IEEE Transactions on Signal Processing, vol. 54, pp. 3049-3063. 2006. paper (See code section)
  46. Eva Arias-de-Reyna, José Ignacio Acha-Catalina, (2005). “Non-Data-Aided and Non-Timing-Directed Feedforward Frequency Acquisition for Linear Digital Modulations”. IEEE transactions on consumer electronics, vol. 51, no. 2, pp. 438-441 , May 2005.
  47. J.J. Murillo-Fuentes (2005). ”Robust Blind Image Watermarking with independent component analysis: an embedding algorithm”. Lectures notes on computer science, vol. 3512, pp. 1100-1107, 2005. paper
  48. J.J. Murillo-Fuentes (2004). ”Independent component analysis in the watermarking of digital images”. Lectures Notes on Computer Science, vol. 3195, pp. 938-945, 2004. paper
  49. R. Boloix-Tortosa, J.J. Murillo-Fuentes (2004). ”Blind Source Separation in the Adaptive Reduction of Inter-Channel Interference for OFDM”. Lectures notes on computer science, vol. 3195, Pp. 1142-1149, 2004. paper
  50. Juan J. Murillo-Fuentes and Francisco J. González-Serrano (2004).”A sinusoidal contrast function for the blind separation of statistically independent sources”, IEEE Transactions on Signal Processing. vol. 52, n 12, pp. 3459-3463, 2004. paper
  51. Antonio J. Caamaño, Rafael Boloix-Tortosa, Javier Ramos and Juan J. Murillo-Fuentes (2004). “Hybrid Higher Order Statistics Learning in Multiuser Detection”. IEEE Transactions on System, Man and Cybernetics, Part C. vol. 34, n. 4, pp. 417-423, 2004. paper
  52. Eva Arias-de-Reyna, José Ignacio Acha-Catalina, (2003). “A New Method for Designing Efficient Linear Phase Recursive Filters”. Digital signal processing, vol. 14, no. 1, pp. 1-17, 2004.
  53. Juan. J. Murillo-Fuentes and Francisco J. González-Serrano, (2002), ”Median equivariant adaptive separation via independence: application to communications” Neurocomputing. Vol 49, issue 1-4, pp 389-409. 2002. paper
  54. Francisco J. González-Serrano and Juan J. Murillo-Fuentes, (2001). Adaptive Nonlinear Compensation for CDMA Communication Systems. IEEE Transactions on Vehicular Technology, Vol 50. Nº 1, 34-42, Jan 2001. paper
  55. Francisco J. González-Serrano, Juan J. Murillo-Fuentes and Antonio Artés-Rodriguez, (2001). “GCMAC-Based Predistortion for Digital Modulations”. IEEE Transactions on Communications, Vol 49, Nº 9, pp 1679-1689, Sep 2001. paper
  56. J.J. Murillo-Fuentes and F. J. González-Serrano (2000). ”Improving stability in blind source separation with the stochastic median gradient”. IEE Electronic Letters, V. 36, Nº 19, pp 1662-1663, September 2000. paper
  57. F.J. González-Serrano, A.R. Figueiras-Vidal and J.J. Murillo-Fuentes, (1999). Compensation for Nonlinearities in Third-Generation Mobile Systems. IEE Electronics Letters, Vol. 35. No.13. pp 1044-46. June 1999. paper
  58. Ollero, B Arrúe, J.R. Martínez, J.J. Murillo (1999). ”False Alarm Reduction Components A System for Infrared Detection Of Forest Fire”. Control Engineering Practice. Pergamon Press. Vol. 7, pp. 123-131. 1999. paper

Book Chapters

  • J. Murillo-Fuentes, L. Alba. (2018). Thread Counting in X-Rays of Plain-Weave Painting Canvas Advanced Characterization Techniques, Diagnostic Tools and Evaluation Methods in Heritage Science. Springer. pp.91-105.

  • P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Gaussian Processes and its Application to the design of Digital Communication Receivers”. In Machine Learning, Chapter 11. Edited by Yagang Zhang. In-Tech, ISBN 978-953-307-035-3, DOI: 10.5772/8617. 2010.

International Congresses, Workshops,…

  1. María del Mar Velasco Montero, Juan José Murillo-Fuentes, Laura Alba-Carcelén (2022), “Complex Twill Fabrics Pattern Recognition in Canvases”, in Computational approaches for technical imaging in cultural heritage (7th IP4AI meeting). April, London. https://art-ict.github.io/artict/Conference.html
  2. Antonio D. Bejarano, Juan José Murillo-Fuentes, Laura Alba-Carcelén (2022), “Crossings Segmentation in Plain Weaves for X-Rays of Canvases with Deep Learning”, Computational approaches for technical imaging in cultural heritage (7th IP4AI meeting). April, London. https://art-ict.github.io/artict/Conference.html
  3. Antonio D. Bejarano, Juan José Murillo-Fuentes, Laura Alba-Carcelén (2022), “Crossings Segmentation in Plain Weaves for X-Rays of Canvases with Deep Learning: Technical Details”, Computational approaches for technical imaging in cultural heritage (7th IP4AI meeting). April, London. https://art-ict.github.io/artict/Conference.html
  4. J. C. Aradillas, J. J. Murillo-Fuentes and P. M. Olmos (2020), “Improving offline HTR in small datasets by purging unreliable labels,” 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), Dortmund, Germany, 2020, pp. 25-30, doi: 10.1109/ICFHR2020.2020.00016.
  5. C. Aradillas, J.J. Murillo-Fuentes, P.M. Olmos (2018). “Boosting Handwriting Text Recognition in Small Databases with Transfer Learning”. Int. Conf. on Frontiers in Handwriting Recognition (ICFHR) 2018. Niagara Falls, NY, USA. 2018.
  6. M. Havasi, J.M. Hernández-Lobato, J.J. Murillo-Fuentes “Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo“ Neural Information and Processing Systems (NeurIPS), 2018.
  7. E. Arias-de-Reyna , D. Dardari, P. Closas, P. M. Djurić, (2018). “Estimation of Spatial Fields of NLOS/LOS Conditions for Improved Localization in Indoor Environments”, IEEE Statistical Signal Processing Workshop (SSP). Freiburg (Germany), 2018.
  8. J. Murillo-Fuentes, I. Santos, P. M. Olmos, E. Arias de Reyna Domínguez, (2018). “Expectation Propagation applied to Digital Communications Systems with Large Dimensions”. Sesión plenaria en Congreso. 3rd Workshop on Communication Networks and Power Systems. Brasilia, Brasil. 2018.
  9. I. Santos and P. M. Djurić, (2017) “Crowdsource-based signal strength field estimation by Gaussian processes,”  25th European Signal Processing Conference (EUSIPCO), Kos, 2017, pp. 1215-1219. ieeexplore
  10. Santos Velázquez I., Murillo-Fuentes J.J. Djuric P. M. (2017) “Recursive Estimation of Time-Varying RSS Fields Based on Crowdsourcing and Gaussian Processes”. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing 2017.
  11. H. A. Pilon,  J. J. Murillo-Fuentes, J. P. C. L. da Costa, R. T. Sousa Jr., and A. M. R. Serrano, (2015) “Gaussian Process for Regression in Business Intelligence: A Fraud Detection Application,” in 7th International Conference on Knowledge Management and Information Sharing (KMIS), Lisbon, Portugal, 2015.
  12. Bruno Hernandes Azenha Pilon, Joao Paulo Carvalho Lustosa da Costa, Juan J. Murillo-Fuentes, Rafael T. de Sousa Júnior (2015) “Statistical Audit via Gaussian Mixture Models in Business Intelligence Systems” XI Brazilian Symposium on Information Systems. (SBIS). Goinâna, Go. May 2015.
  13. R. Boloix-Tortosa, F. J. Payán-Somet, E. Arias-de-Reyna and J. J. Murillo-Fuentes, (2015) “Complex kernels for proper complex-valued signals: A review,” 23rd European Signal Processing Conference (EUSIPCO), Nice, 2015, pp. 2371-2375. ieeexplore
  14. I. Santos, J. J. Murillo-Fuentes and P. M. Olmos,(2015) “Block expectation propagation equalization for ISI channels,” 23rd European Signal Processing Conference (EUSIPCO), Nice, 2015, pp. 379-383. ieeexplore
  15. Fondón-García, F. J. Simois y J. J. Murillo-Fuentes,(2014) “Software tool for thread counting in X-rays of plain-weave painting canvas”, en International Conference on Non-Destructive Investigations and Microanalysis for the Diagnostics and Conservation of Cultural and Environmental Heritage (ART2014), Madrid, Spain, jun. de 2014, IND119.
  16. L. Salamanca, J. J. Murillo-Fuentes, P. M. Olmos and F. Pérez-Cruz, (2013) “Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation,” IEEE International Symposium on Information Theory, Istanbul, 2013, pp. 2990-2994. ieeexplore
  17. Luis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos and Fernando Pérez-Cruz, (2012). ”Tree-structured Expectation Propagation for LDPC decoding over the AWGN channel”. IEEE International Workshop On Machine Learning For Signal Processing (MLSP).23-26 Sep 2012. Santander, Spain. paper
  18. Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2012). ”Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC”. IEEE International Symposium on Information Theory Proceedings (ISIT).Pp. 2346- 2350. Boston, 1-6 Jul. 2012. paper
  19. Pablo M. Olmos, J.J. Murillo-Fuentes and Fernando Pérez-Cruz, (2012). ”Capacity achieving LDPC ensembles for the TEP decoder in erasure channels”. IEEE International Symposium on Information Theory Proceedings (ISIT). Pp. 2398-2402. St. Petersburg (Russia), 31 Jul. – 5 August 2011.
  20. Pablo M. Olmos, Luis Salamanca, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2011). ”An Application of Tree-Structured Expectation Propagation for Channel Decoding”. Neural Information Processing Systems Foundation (NIPS). Granada (Spain), 12-15 December 2011.
  21. Luis Salamanca, Pablo M. Olmos, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2011). ”MAP decoding for LDPC codes over the Binary Erasure Channel”. IEEE Information Theory Workshop (ITW). Pp. 145-149. Paraty (Brazil), October 2011.
  22. L. Salamanca, J.J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Bayesian BCJR for Channel Equalization and Decoding”. IEEE Machine Learning for Signal Processing (MLSP). Kittila (Finland), August 2010. paper
  23. P. M. Olmos, J.J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Tree structure Expectation-Propagation for decoding LDPC codes over Binary Erasure Channels”. IEEE International Symposium on Information Theory (ISIT). Pp. 799- 803. Austin (TX), June 2010. paper
  24. L. Salamanca, J.J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Channel Decoding with a Bayesian Equalizer”. IEEE International Symposium on Information Theory (ISIT). Pp. 1998-2002. Austin (TX), June 20120. paper
  25. R. Boloix-Tortosa, F.J. Payá-Somet, J.J. Murillo-Fuentes. ”Gaussian processes regressors for complex proper signals in digital communications”. Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014 IEEE 8th, vol., no., pp.137,140, 22-25 June 2014.
  26. Pablo M. Olmos, Juan José Murillo-Fuentes and Fernando Pérez-Cruz (2009).”Soft LDPC decoding in nonlinear channels with Gaussian processes for classification”. European Signal Processing Conference (EUSIPCO). Pp. 1641-1645. Glasgow, UK. 24-28 Aug 2009.
  27. Sebastián Caro, Juan José Murillo-Fuentes, Fernando Pérez-Cruz (2006). ”Gaussian Processes for Regression In Channel Equalization”. European Signal Processing Conference (EUSIPCO). Florence, Italy. 4-8 Sep 2006.
  28. Fernando Pérez-Cruz, Juan José Murillo-Fuentes (2006) ”Gaussian Processes for Digital Communications”. In Proc of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Vol V. PP 781-784. ISSN: 1520-6149. ISBN: 1-4244-0469-X. Toulouse (France), 14-19 May 2006.
  29. Fernando Pérez-Cruz, Sebastiá Caro, Juan José Murillo-Fuentes (2005). ”Gaussian Processes for Multiuser Detection in CDMA receivers”. Advances in Neural Information Processing Systems 18 (NIPS). Editores Y. Weiss, B. Schˆlkopf and J. Platt. MIT Press (Cambridge, MA). Pp. 939-946, Vancouver (Canada), 6-9 Dec 2005.
  30. J. J. Murillo-Fuentes; R Boloix-Tortosa; S. Hornillo-Mellado, V. Zarzoso (2004). ”Independent Component Analysis Based on Marginal Entrophy Approximations”, In Proc. of the ISIAC International Symposium on Intelligent Automation and Control (WAC) 2004. paper
  31. Juan J. Murillo-Fuentes, Rafael Boloix, Francisco J. González Serrano (2003), ”Inititalized Jacobi Optimization in Independent Component Analysis”. In Proc. of the Congress on Independent Component Analysis (ICA). Nara (Japan), Pp. 1053-1058, Apr 2003. paper
  32. Juan J. Murillo-Fuentes, Rafael Boloix, Francisco J. González Serrano (2003), ”Adaptive initialized jacobi optimization in independent component analysis”. In Proc. of the Congress on Independent Component Analysis (ICA). Nara (Japan), Pp. 1065-1070, Apr 2003. paper
  33. Antonio Caamaño and Juan J. Murillo-Fuentes and Francisco J. González-Serrano and Javier Ramos, “Natural Gradient Based Multiuser Detection”. In Proc of the IEEE The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications PIMRC 2002. September 15-18, 2002 Lisbon, Portugal. paper
  34. Antonio J. Caamaño, Rafael Boloix, Tortosa y Juan J. Murillo Fuentes (2002), “Centralized blind multiuser detection using SICA”, In Proc. of Advances in Multimedia Communication, Information Processing and Education (Learning). Leganés (Spain). paper
  35. J.J. Murillo-Fuentes and F. J. González-Serrano (2000). “Higher Order Moments Algorithms for Blind Signal Separation”, In Proc. of the Congress on Independent Component Analysis (ICA), pp 345-350, Helsinki, Jun 2000.  paper
  36. J.J. Murillo-Fuentes, F.J. González-Serrano (2001). “Independent component analysis with sinusoidal fourth-order contrasts”, In Proc. of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). Pp. 2785-2788. IEEE Press.IEEE. Salt Lake City (USA), 2001. paper
  37. F.J. González-Serrano, H.Y. Molina-Bulla, J.J. Murillo-Fuentes (2001). “Independent component analysis applied to digital image watermarking”. In Proc. of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). IEEE Press. Pp. 1997-2000. Salt Lake City (USA), 2001. paper
  38. J.J. Murillo-Fuentes, M. Sánchez-Fernández, A. Caamaño-Fernández and F.J. González-Serrano (2001). “Apdative blind joint source-phase separation in digital communications”. IEEE International Conference on Communications (ICC). IEEE. Helsinki, Finland. Proc. IEEE International Conference on Communications. Pp. 930-934, 2001. paper
  39. J.J. Murillo-Fuentes, F.J. González-Serrano. Applying GCMAC to Predistortion in GSM Base Stations. In Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP’99). Phoenix, USA, 1999. Vol. V, pp. 2575-2578.
  40. J.J. Murillo-Fuentes, F.J. González-Serrano. GCMAC Based Predistortion Architectures for Personal Mobile Systems. In Proc of IEEE Int. International Conf. on Communications (ICC’99), Seattle, USA, 1999. Vol 2, pp. 963-967.
  41. J.J. Murillo-Fuentes, A. García-Armada, A.Caamaño-Fernández, J. Ramos-López, F.J. González-Serrano. Digital Linearization of UMTS Transmitters. In Proceedings of the Fifth Bayona Workshop on Emerging Technologies in Telecommunications. Bayona, 1999.
  42. J.R. Martinez, A. Ollero, B. Arrue and J.J. Murillo (1997). ”Reliability Improvements in the Forest Fire Detection Systems in the Context of the DEDICS Projec”. In the Proc. of the Wildfire Management course. European Comission, Environment and Climate Programme. Athens (Greece), Oct 1997.
  43. J.J. Murillo, A. Ollero, B.C. Arrue y J.R. Martínez (1997). ”A Hybrid Infrared/Visual Systems for Improving Reliability of Fire Detection System”. In Proc. of the IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS). Vol. 2, pp 642-647. Kingstom Upon Hull (United Kindom). Aug 26-28, 1997.
  44. A. Ollero, B.C. Arrue, J.R. Martínez y J.J. Murillo (1997). ”False Alarm Reduction Components in a System for Infrared Detection of Forest Fire”. In Proc. of the IFAC Symposium on Components and Instruments for Control Applications (SICICA). Pp 311-316. Annecy (France), 9-11 Jun 1997.

Invited Talks

  • L. Alba Carcelén, J.J. Murillo Fuentes (2018) “Los tejidos como soporte de las pinturas: nuevas herramientas para su estudio”. Sesión plenaria en Congreso. La ciencia y el arte. Madrid (Museo del Prado). 2018.
  • L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2012). ”Tree-structured expectation propagation for LDPC decoding in AWGN channels”. Information Theory and Applications Workshop (ITA). San Diego (USA), February.
  • L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2011). ”Reduced Complexity MAP decoder for LDPC codes over the BEC using Tree-Structure Expectation Propagation”. Information Theory and Applications (ITA). San Diego (USA), February.
  • P. M. Olmos, J.J. Murillo-Fuentes and F. Pérez-Cruz, (2010). ”Analyzing the Maxwell Decoder for LDPC Codes in Binary Erasure Channels”. Information Theory and Applications (ITA). San Diego (USA), February.
  • P. M. Olmos, J.J. Murillo-Fuentes and F. Pérez-Cruz, Luis Salamanca (2011).  ”Tree-Structured algorithm applied to LDPC decoding”, Summer Research Institute of I&C (SuRI), EPFL, Lausanne, 7-24 June.