Publications

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Publications in 2018
The redemption of noise: inference with neural populations   sinc_EL18.pdf
R. Echeveste, M. Lengyel
Trends in neurosciences, Volume 41, Number 11, page 767--770 - 2018
Weakly-supervised learning of metric aggregations for deformable image registration   sinc_FDMN18.pdf
E. Ferrante, P. Dokania, R. Marini, P. Nikos
IEEE journal of biomedical and health informatics - 2018
¿Puede la Inteligencia artificial dar una “mente” a las máquinas?   sinc_Ruf18.pdf
H. L. Rufiner
SEMANA DE INVESTIGACIÓN INTERDISCIPLINAR 2018 “DEL YO A LA PERSONA” - 2018
 
Publications in 2017
A method for discriminative dictionary learning with application to pattern recognition   sinc_RRDS17.pdf
R.E. Rolon, H. L. Rufiner, L. Di Persia, R. Spies
VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017) - 2017
A Path-Planning algorithm based on receding horizon techniques.   sinc_MSGG17a.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR). - 2017
A Real-Time Path-Planning Algorithm based on Receding Horizon Techniques   sinc_MSGG17.doi sinc_MSGG17.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
Journal of Intelligent and Robotic Systems, Volume 91, Number 3, page 445-457 - Sep 2017
A two-step mixed inpainting method with curvature-based anisotropy and spatial adaptivity   sinc_SI17.doi sinc_SI17.pdf
F. Ibarrola, R. Spies
Inverse Problems And Imaging, Volume 11, page 247--262 - 2017
Adaptive arrival cost update for improving Moving Horizon Estimation performance   sinc_SMG17.doi sinc_SMG17.pdf
G. Sanchez, M. Murillo, L. Giovanini
ISA Transactions, Volume 68, page 54--62 - 2017
Analysis of different discriminant measures on a penalized mix-norm classification method for ERP detection.   sinc_PRS17a.pdf
V. Peterson, H. L. Rufiner, R. Spies
VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017) - may 2017
Anatomically Constrained Neural Networks (ACNN): Application to cardiac image enhancement and segmentation   sinc_OFKHBCGCMDOKGR17.pdf
O. Oktay, E. Ferrante, K. Kamnitsas, M. Heinrich, W. Bai, J. Caballero, R. Guerrero, S. Cook, A. Marvao, T. Dawes, D. O Regan, B. Kainz, B. Glocker, D. Rueckert
IEEE Transactions on Medical Imaging - 2017
Anisotropic BV-L 2 regularization of linear inverse ill-posed problems   sinc_IMST17.doi sinc_IMST17.pdf
F. Ibarrola, G. L. Mazzieri, R. Spies, K. G. Temperini
Journal of Mathematical Analysis and Applications - 2017
Asymptotic scaling properties of the posterior mean and variance in the Gaussian scale mixture model   sinc_EHL17.pdf
R. Echeveste, G. Hennequin, M. Lengyel
arXiv - 2017
Automatic classification of Furnariidae species from the Paranaense Littoral region using speech-related features and machine learning   sinc_AVSL17.doi sinc_AVSL17.pdf
E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, E. Leon
Ecological Informatics , Volume 38, page 39 - 49 - 2017
Automatic generation of photochemically induced excitation-emission-kinetic four-way data for the highly selective determination of azinphos-methyl in fruit juices   sinc_MSCG17.doi
M. Montemurro, G. Siano, M. J. Culzoni, H. C. Goicoechea
Sensors and Actuators B: Chemical - 2017, Volume 239, page 397--404 - 2017
Blind speech dereverberation using convolutive nonnegative matrix factorization with mixed penalization   sinc_SDI17.pdf
F. Ibarrola, L. Di Persia, R. Spies
Proceedings of VI MACI - 2017
Clasificación de muestras de yerba mate mediante descriptores de textura   sinc_DLSMA17.pdf
D. Deangeli, D. López, A. Senger, C. E. Martínez, E. M. Albornoz
Congreso Nacional de Ingeniería Informática - Sistemas de Información (CONAIISI) - 2017
Coherent averaging estimation autoencoders applied to evoked potentials processing   sinc_GVSR17.doi sinc_GVSR17.pdf
I. E. Gareis, L. D. Vignolo, R. Spies, H. L. Rufiner
Neurocomputing, Volume 240, page 47 - 58 - March 2017
Computational prediction of novel miRNAs from genome-wide data   sinc_SYKMM17.doi sinc_SYKMM17.pdf
G. Stegmayer, C. Yones, L. Kamenetzky, N. Macchiaroli, D. H. Milone
Springer New York, page 29--37 - 2017
Deformable registration through learning of context-specific metric aggregation   sinc_FDMP17.pdf
E. Ferrante, P. Dokania, R. Marini, N. Paragios
8th International Workshop on Machine Learning in Medical Imaging - 2017
Desarrollo de una biblioteca para sistemas basados en aprendizaje profundo mediante GP-GPU: aplicación al reconocimiento de emociones (Undergraduate project)   sinc_PRM17a.pdf
N. C. Ponzoni, H. L. Rufiner, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017

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