Publications
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Author [ Title
] Type Year Filters: Author is Federico Simmross-Wattenberg [Clear All Filters]
, "Anomaly detection in network traffic based on statistical inference and alpha-stable modeling", Dependable and Secure Computing, IEEE Transactions on, vol. 8, pp. 494–509, 2011.
, "Caracterización de speckle con modelos de cola pesada", Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), San Sebastián, España, Sociedad Española de Ingeniería Biomédica, 2012.
, "Cardio-respiratory motion estimation for compressed sensing reconstruction of free-breathing 2D cine MRI", Modulated/Incomplete Data 2016, SFB Workshop., Graz, Austria, Mathematical Optimization and Applications in Biomedical Sciences (MOBIS), SFB Research Center, 2016.
, "Comparativa entre distribuciones alpha-estables para modelar tasas de transferencia obtenidas a partir de registros de SNMP y NetFlow", Jornadas de Ingeniería Telemática (JITEL), Granada, Spain, Asociación de Telemática (ATEL), 2013.
, "Diseño e implementación de plugins en el entorno GIMIAS para procesado y visualización de señales electrofisiológicas asociadas a problemas cardiovasculares", Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), San Sebastián, España, Sociedad Española de Ingeniería Biomédica, 2012.
, "Fast calculation of alpha-stable density functions based on off-line precomputations. Application to ML parameter estimation", Digital Signal Processing, vol. 38, pp. 1-12, 2015.
, "Group-Slicer: A collaborative extension of 3D-Slicer", Journal of Biomedical Informatics, vol. 38, pp. 431–442, 2005.
, "Jacobian weighted temporal total variation for motion compensated compressed sensing reconstruction of dynamic MRI", Magnetic Resonance in Medicine, 2016.
, "Libstable: Fast, parallel, and high-precision computation of α-stable distributions in R, C/C++, and MATLAB", Journal of Statistical Software, vol. 78, issue 1, pp. 1-25, 2017.
, "Modelling Network Traffic as alpha-Stable Stochastic Processes: An Approach Towards Anomaly Detection", Proc. VII Jornadas de Ingenierıa Telematica (JITEL), pp. 25–32, 2008.
, "Multiresolution Reconstruction of Real-Time MRI with Motion Compensated Compressed Sensing: Application to 2D Free-Breathing Cardiac MRI", XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Madrid, 11/2015.
, "Multiresolution Reconstruction of Real-Time MRI with Motion Compensated Compressed Sensing: Application to 2D Free-Breathing Cardiac MRI", International Symposium on Biomedical Engineering: From Nano to Macro, Prague, Check Republic, IEEE Signal Processing Society, 2016.
, "Non-Rigid Groupwise Registration for Motion Estimation and Compensation in Compressed Sensing Reconstruction of Breath-Hold Cardiac Cine MRI", Magnetic Resonance in Medicine, 2015.
, "OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices", IEEE Journal of Biomedical and Health Informatics, vol. 23, pp. 1702-1709, July, 2019.
, "Single Breath Hold Whole Heart Cine MRI With Iterative Groupwise Cardiac Motion Compensation and Sparse Regularization (kt-WiSE)", Proceedings of the International Society for Magnetic Resonance in Medicine 23, 2015.
, "Ubiquitous tele-monitoring kit (UTK): measuring physiological signals anywhere at anytime", Ambient Assisted Living and Home Care: Springer, pp. 183–191, 2012.
, "Weaning from mechanical ventilation: feature extraction from a statistical signal processing viewpoint", Proc. 13th Signal Processing Conf., EUSIPCO, 2005.
, "Whole-heart single breath-hold cardiac cine: A robust motion-compensated compressed sensing reconstruction method", International Workshop on Reconstruction and Analysis of Moving Body Organs (RAMBO/MICCAI) , Athens, Greece, 2016.
, "On the estimation of joint probability density functions for multi-modal registration of medical images", Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), vol. 26, Valladolid, Spain, Sociedad Española de Ingeniería Biomédica, pp. 13-16, 2008.
, "A lossless compression algorithm based on predictive coding for volumetric medical datasets", Proc. EUSIPCO 2005, 2005.
, "A multichannel model-based methodology for extubation readiness decision of patients on weaning trials", Biomedical Engineering, IEEE Transactions on, vol. 56, no. 7: IEEE, pp. 1849–1863, 2009.
, "The opportunity of grid services for CSCL-application development", Parallel, Distributed and Network-Based Processing, 2005. PDP 2005. 13th Euromicro Conference on, Lausanne, Switzerland, IEEE, 2005.