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.
"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.
"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.
"A lossless compression algorithm based on predictive coding for volumetric medical datasets",
Proc. EUSIPCO 2005, 2005.
"Modelling Network Traffic as alpha-Stable Stochastic Processes: An Approach Towards Anomaly Detection",
Proc. VII Jornadas de Ingenierıa Telematica (JITEL), pp. 25–32, 2008.
"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.
"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.
"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.
"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.