@article{JMiguez20b,

title = {Stable Approximation Schemes for Optimal Filters},

author = {Dan Crisan and Alberto L\'{o}pez-Yela and Joaqu\'{i}n Miguez},

doi = {10.1137/19M1255410},

year  = {2020},

date = {2020-03-26},

journal = {SIAM/ASA Journal on Uncertainty Quantification},

volume = {8},

number = {1},

pages = {483-509},

keywords = {optimal filters, stability analysis, State space models, truncated filters},

pubstate = {published},

tppubtype = {article}

}

@article{Ram\'{i}rez2020b,

title = {Two-Channel Passive Detection of Cyclostationary Signals},

author = {S Horstmann and David Ram\'{i}rez and Peter J Schreier},

doi = {10.1109/TSP.2020.2981767},

issn = {1053-587X},

year  = {2020},

date = {2020-03-18},

journal = {IEEE Trans. Signal Process.},

volume = {68},

pages = {2340-2355},

keywords = {Cyclostationarity, generalized likelihood ratio test (GLRT), locally most powerful invariant test (LMPIT), multiple-input multiple-output (MIMO) passive detection},

pubstate = {published},

tppubtype = {article}

}

@article{AArtes20,

title = {Study protocol of a randomised clinical trial testing whether metacognitive training can improve insight and clinical outcomes in schizophrenia},

author = {Javier-David Lopez-Morinigo and Ver\'{o}nica Gonz\'{a}lez Ruiz-Ruano and Adela S\'{a}nchez Escribano Mart\'{i}nez and Mar\'{i}a Luisa Barrig\'{o}n and Laura Mata-Iturralde and Laura Mu\~{n}oz-Lorenzo and Sergio S\'{a}nchez-Alonso and Antonio Art\'{e}s-Rodr\'{i}guez and Anthony S. David and Enrique Baca-Garc\'{i}a },

doi = {https://doi.org/10.1186/s12888-020-2431-x},

year  = {2020},

date = {2020-01-29},

journal = {BMC Psychiatry},

volume = {20},

number = {30},

keywords = {Ecological momentary assessment, Insight, Metacognitive training, Schizophrenia spectrum disorders},

pubstate = {published},

tppubtype = {article}

}

@article{2020A\&A...635A.206C,

title = {Is there Na I in the atmosphere of HD 209458b?. Effect of the centre-to-limb variation and Rossiter-McLaughlin effect in transmission spectroscopy studies},

author = {N Casasayas-Barris and E Pall\'{e} and F Yan and G Chen and R Luque and M Stangret and E Nagel and M Zechmeister and M Oshagh and J Sanz-Forcada and L Nortmann and F J Alonso-Floriano and P J Amado and J A Caballero and S Czesla and S Khalafinejad and M L\'{o}pez-Puertas and J L\'{o}pez-Santiago and K Molaverdikhani and D Montes and A Quirrenbach and A Reiners and I Ribas and A S\'{a}nchez-L\'{o}pez and M R Zapatero Osorio},

doi = {10.1051/0004-6361/201937221},

year  = {2020},

date = {2020-01-01},

journal = {Astronomy and Astrophysics},

volume = {635},

pages = {A206},

keywords = {Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Solar and Stellar Astrophysics, methods: observational, planetary systems, planets and satellites: atmospheres, planets and satellites: individual: HD 209458b, techniques: spectroscopic},

pubstate = {published},

tppubtype = {article}

}

@article{Ram\'{i}rez2020,

title = {Multi-channel factor analysis with common and unique factors},

author = {David Ram\'{i}rez and Ignacio Santamar\'{i}a and L L Scharf and Steven Van Vaerenbergh},

doi = {10.1109/TSP.2019.2955829},

issn = {1053-587X},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Trans. Signal Process.},

volume = {68},

pages = {113-126},

keywords = {Block minorization-maximization algorithms, expectation-maximization algorithms, maximum likelihood estimation, multi-channel factor analysis, multiple-input multiple-output channels, passive radar},

pubstate = {published},

tppubtype = {article}

}

@article{SantamariaScharfRamirez-2020,

title = {Scale-invariant subspace detectors based on first- and second-order statistical models},

author = {Ignacio Santamar\'{i}a and L L Scharf and David Ram\'{i}rez},

doi = {10.1109/TSP.2020.3036725},

issn = {1053-587X},

year  = {2020},

date = {2020-01-01},

journal = {IEEE {T}rans. Signal Process.},

volume = {68},

pages = {6432-6443},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{norbury2020social,

title = {Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients},

author = {Agnes Norbury and Shelley Liu and Juan Jos\'{e} Campa\~{n}a-Montes and Lorena Romero-Medrano and Mar\'{i}a Luisa Barrig\'{o}n and Emma Smith and Antonio Art\'{e}s-Rodr\'{i}guez and Enrique Baca-Garc\'{i}a and Mercedes M Perez-Rodriguez},

year  = {2020},

date = {2020-01-01},

journal = {Molecular psychiatry},

pages = {1--11},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nazabal2020handling,

title = {Handling incomplete heterogeneous data using vaes},

author = {Alfredo Nazabal and Pablo M Olmos and Zoubin Ghahramani and Isabel Valera},

year  = {2020},

date = {2020-01-01},

journal = {Pattern Recognition},

volume = {107},

pages = {107501},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ASHEGHAN202016457,

title = {On the Stability of a Stochastic Nonlinear Model of the Heart Beat Rate During a Treadmill Exercise},

author = {Mohammad Mostafa Asheghan and Bahram Shafai and Joaqu\'{i}n M\'{i}guez},

url = {https://www.sciencedirect.com/science/article/pii/S2405896320310545},

doi = {https://doi.org/10.1016/j.ifacol.2020.12.735},

issn = {2405-8963},

year  = {2020},

date = {2020-01-01},

journal = {IFAC-PapersOnLine},

volume = {53},

number = {2},

pages = {16457-16461},

abstract = {We investigate the stability properties of a nonlinear stochastic dynamical model of a person’s heart beat rate (HBR) during a treadmill exercise. The analysis is based on the Lyapunov direct method and it is valid for systems with either known or unknown parameters. Specifically, we characterize an upper bound on the norm of the cumulative noise that holds in the presence of bounded errors in the model parameters and guarantees p-stability. Numerical simulations are presented that corroborate the theoretical results.},

note = {21st IFAC World Congress},

keywords = {nonlinear dynamcs, parameter perturbation, stability analysis, Stochastic processes, system biology},

pubstate = {published},

tppubtype = {article}

}

@article{fernandez2020estimacion,

title = {Estimaci\'{o}n del desplazamiento horizontal del detector en un sistema de rayos X utilizando aprendizaje por transferencia},

author = {Carlos Fern\'{a}ndez del Cerro and RC Gimenez and Pablo M Olmos and Alessandro Piol and Manuel Desco Men\'{e}ndez and M\'{o}nica Abella Garc\'{i}a},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

publisher = {Sociedad Espa~nola de Ingenier'ia Biom\'{e}dica},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{9260147,

title = {Adaptive Quadrature Schemes for Bayesian Inference via Active Learning},

author = {Fernando Llorente Fern\'{a}ndez and Luca Martino and Victor Elvira and David Delgado-G\'{o}mez and J L\'{o}pez-Santiago},

doi = {10.1109/ACCESS.2020.3038333},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {208462-208483},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{article,

title = {Nudging the Particle Filter},

author = {O. D. Akyildiz and Joaqu\'{i}n M\'{i}guez},

doi = {10.1007/s11222-019-09884-y},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {Statistics and Computing},

volume = {30},

pages = {305-330},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{8861117b,

title = {On Single-Antenna Rayleigh Block-Fading Channels at Finite Blocklength},

author = {Alejandro Lancho and Tobias Koch and Giuseppe Durisi},

doi = {10.1109/TIT.2019.2945782},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {IEEE Transactions on Information Theory},

volume = {66},

number = {1},

pages = {496-519},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zhang2020increasing,

title = {Increasing Throughput in Wireless Communications by Grouping Similar Quality Bits},

author = {Mai Zhang and Jiho Song and David J Love and Dennis Ogbe and Amitava Ghosh and Borja Peleato},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Communications Letters},

volume = {24},

number = {11},

pages = {2450--2453},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zhang2020optimizing,

title = {Optimizing HARQ and Relay Strategies in Limited Feedback Communication Systems},

author = {Mai Zhang and Andres Castillo and Borja Peleato},

year  = {2020},

date = {2020-01-01},

journal = {Applied Sciences},

volume = {10},

number = {21},

pages = {7917},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{AArtes19d,

title = {Validation of Fitbit Charge 2 and Fitbit Alta HR Against Polysomnography for Assessing Sleep in Adults With Obstructive Sleep Apnea},

author = {Fernando Moreno-Pino and Alejandro Porras-Segovia and Pilar L\'{o}pez-Esteban and Antonio Art\'{e}s-Rodr\'{i}guez and Enrique Baca-Garc\'{i}a},

doi = {10.5664/jcsm.8032},

year  = {2019},

date = {2019-11-15},

journal = {Journal of Clinical Sleep Medicine},

volume = {15},

number = {11},

pages = {1645-1653},

keywords = {e-health, sleep apnea, Sleep disorders, Wearables},

pubstate = {published},

tppubtype = {article}

}

@article{Bonilla-Escribano2019,

title = {Assessment of e-social activity in psychiatric patients},

author = {P Bonilla-Escribano and David Ram\'{i}rez and Alba Sedano-Capdevila and Juan Jose Campa\~{n}a-Montes and Enrique Baca-Garc\'{i}a and Philippe Courtet and Antonio Art\'{e}s-Rodr\'{i}guez},

doi = {10.1109/JBHI.2019.2918687},

issn = {2168-2194},

year  = {2019},

date = {2019-11-01},

journal = {IEEE J. Biomedical and Health Informatics},

volume = {23},

number = {6},

pages = {2247-2256},

keywords = {E-social Activity, expectation-maximisation algorithm, maximum likelihood, mixture model, point processes},

pubstate = {published},

tppubtype = {article}

}

@article{Geiger-TIT2019a,

title = {On the Information Dimension of Stochastic Processes},

author = {Bernhard C Geiger and Tobias Koch},

issn = {0018-9448},

year  = {2019},

date = {2019-10-01},

journal = {IEEE Transactions on Information Theory},

volume = {65},

number = {10},

pages = {6496-6518},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{FPerez18,

title = {Probabilistic Time of Arrival Localization},

author = {Fernando P\'{e}rez-Cruz and Pablo M Olmos and Michael Minyi Zhang and Howard Huang},

doi = {10.1109/LSP.2019.2944005},

year  = {2019},

date = {2019-09-26},

journal = {IEEE Signal Processing Letters},

volume = {26},

number = {11},

pages = {1683 - 1687},

keywords = {Probabilistic modeling, Time of arrival localization},

pubstate = {published},

tppubtype = {article}

}

@article{AArtes19c,

title = {Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol},

author = {Sofian Berrouiguet and Mar\'{i}a Luisa Barrig\'{o}n and Jorge L\'{o}pez-Castrom\'{a}n and Philippe Courtet and Antonio Art\'{e}s-Rodr\'{i}guez and Enrique Baca-Garc\'{i}a },

doi = {https://doi.org/10.1186/s12888-019-2260-y},

year  = {2019},

date = {2019-09-07},

journal = {BMC Psychiatry},

volume = {19},

number = {277},

keywords = {Data Mining, sensors, Smartphone, Suicide, Wearables},

pubstate = {published},

tppubtype = {article}

}

@article{gvazquez-tit19,

title = {The Error Probability of Generalized Perfect Codes via the Meta-Converse},

author = {Gonzalo Vazquez-Vilar and Albert Guill\'{e}n i F\`{a}bregas and Sergio Verd\'{u}},

doi = {10.1109/TIT.2019.2906227},

issn = {0018-9448},

year  = {2019},

date = {2019-09-01},

journal = {IEEE Transactions on Information Theory},

volume = {65},

number = {9},

pages = {5705-5717},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{liu-TIT2019a,

title = {A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC},

author = {Yanfang Liu and Pablo M Olmos and Tobias Koch},

issn = {0018-9448},

year  = {2019},

date = {2019-08-01},

journal = {IEEE Transactions on Information Theory},

volume = {65},

number = {8},

pages = {4831-4853},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{JMiguez20,

title = {Nudging the particle Filter},

author = {O. D. Akyildiz and Joaqu\'{i}n Miguez},

doi = {https://doi.org/10.1007/s11222-019-09884-y},

year  = {2019},

date = {2019-07-13},

journal = {Statistics and Computing},

volume = {30},

pages = {305-330},

keywords = {approximation errors, Data assimilation, Model errors, Nudging, Particle filtering, Robust filtering},

pubstate = {published},

tppubtype = {article}

}

@article{AArtes19b,

title = {Onset of schizophrenia diagnoses in a large clinical cohort},

author = {Jorge L\'{o}pez-Castrom\'{a}n and Jos\'{e} M Leiva-Murillo and Fanny Cegla-Schvartzman and Hilario Blasco-Fontecilla and R Garc\'{i}a-Nieto and Antonio Art\'{e}s-Rodr\'{i}guez and C Morant-Ginestar and Philippe Courtet and Carlos Blanco and Fuensanta Aroca and Enrique Baca-Garc\'{i}a},

doi = {https://doi.org/10.1038/s41598-019-46109-8},

year  = {2019},

date = {2019-07-08},

journal = {Scientific Reports},

volume = {9},

number = {9865},

keywords = {Schizoprenia diagnosis},

pubstate = {published},

tppubtype = {article}

}

@article{JMiguez19b,

title = {A probabilistic incremental proximal gradient method},

author = {O. D. Akyildiz and E. Chouzenoux and Victor Elvira and Joaqu\'{i}n Miguez},

doi = {10.1109/LSP.2019.2926926},

year  = {2019},

date = {2019-07-04},

journal = {IEEE Signal Processing Letters},

volume = {26},

number = {8},

pages = {1257-1261},

keywords = {extended Kalman filtering, Probabilistic optimization, proximal algorithms, stochastic gradient},

pubstate = {published},

tppubtype = {article}

}

@article{Garg2019,

title = {Subspace averaging and order determination for source enumeration},

author = {V Garg and Ignacio Santamar\'{i}a and David Ram\'{i}rez and L L Scharf},

doi = {10.1109/TSP.2019.2912151},

issn = {1053-587X},

year  = {2019},

date = {2019-06-01},

journal = {IEEE Trans. Signal Process.},

volume = {67},

number = {11},

pages = {3028-3041},

keywords = {Array processing, dimension, Grassmann manifold, order estimation, source enumeration, subspace averaging},

pubstate = {published},

tppubtype = {article}

}

@article{AArtes19,

title = {Deep Sequential Models for Suicidal Ideation From Multiple Source Data},

author = {Ignacio Peis and Pablo M Olmos and Constanza Vera-Varela and Mar\'{i}a Luisa Barrig\'{o}n and Philippe Courtet and Enrique Baca-Garc\'{i}a and Antonio Artes-Rodr\'{i}guez},

doi = {10.1109/JBHI.2019.2919270},

year  = {2019},

date = {2019-05-27},

journal = {IEEE Journal of Biomedical and Health Informatics},

volume = {23},

number = {6},

pages = {2286 - 2293},

keywords = {attention, Deep learning, EMA, RNN, Suicide},

pubstate = {published},

tppubtype = {article}

}

@article{FPerez18b,

title = {Case-control Indian buffet process identifies biomarkers of response to Codrituzumab},

author = {Melanie F. Pradier and Bernhard Reis and Lori Jukofsky and Francesca Milletti and Toshihiko Ohtomo and Fernando Perez-Cruz and Oscar Puig },

doi = {https://doi.org/10.1186/s12885-019-5472-0},

year  = {2019},

date = {2019-03-28},

journal = {BMC Cancer},

volume = {19},

number = {278},

keywords = {Codrituzumab, Indian buffet process, Natural killer cells},

pubstate = {published},

tppubtype = {article}

}

@article{2019A\&A...622A.210G,

title = {Simultaneous Kepler/K2 and XMM-Newton observations of superflares in the Pleiades},

author = {M ~G Guarcello and G Micela and S Sciortino and J L\'{o}pez-Santiago and C Argiroffi and F Reale and E Flaccomio and J ~D Alvarado-G\'{o}mez and V Antoniou and J ~J Drake and I Pillitteri and L Rebull and J Stauffer},

doi = {10.1051/0004-6361/201834370},

year  = {2019},

date = {2019-02-01},

journal = {Astronomy and Astrophysics},

volume = {622},

pages = {A210},

keywords = {Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Solar and Stellar Astrophysics, stars: flare, X-rays: stars},

pubstate = {published},

tppubtype = {article}

}

@article{JMiguez19,

title = {Bayesian computation methods for inference in stochastic kinetic models},

author = {Eugenia Koblents and In\'{e}s P. Mari\~{n}o and Joaqu\'{i}n M\'{i}guez},

doi = {https://doi.org/10.1155/2019/7160934},

year  = {2019},

date = {2019-01-20},

journal = {Complexity},

volume = {2019},

number = {ID 7160934},

pages = {15},

keywords = {Monte Carlo (MC) methods, Stochastic kinetic models},

pubstate = {published},

tppubtype = {article}

}

@article{2019Sci...365.1441M,

title = {A giant exoplanet orbiting a very-low-mass star challenges planet formation models},

author = {JC Morales and et al.},

doi = {10.1126/science.aax3198},

year  = {2019},

date = {2019-01-01},

journal = {Science},

volume = {365},

number = {6460},

pages = {1441-1445},

keywords = {Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Solar and Stellar Astrophysics, PLANET SCI; ASTRONOMY},

pubstate = {published},

tppubtype = {article}

}