Publications

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Publications in 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
Desarrollo e implementación de aplicación Android para detección de roncopatı́as sobre señales de baja resolución (Undergraduate project)   sinc_PMMA17.pdf
L. Perren, M. Meurzet, D. H. Milone, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Detection of the glottal closure instants using empirical mode decomposition   sinc_SPRS17.doi sinc_SPRS17.pdf
R. Sharma, S. R. M. Prasanna, H. L. Rufiner, G. Schlotthauer
Circuits, Systems, and Signal Processing - 2017
Development and evaluation of an automatic software for management zone delineation   sinc_AKGMMM17.doi sinc_AKGMMM17.pdf
E. M. Albornoz, A. Kemerer, R. Galarza, N. Mastaglia, R. Melchiori, C. E. Martínez
Precision Agriculture, page 1-14 - 2017
Dimensional affect recognition from HRV: an approach based on supervised SOM and ELM   sinc_BCM17.doi BCM17.pdf
L. A. Bugnon, R. A. Calvo, D. H. Milone
IEEE Transactions on Affective Computing - 2017
Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea–hypopnea detection   sinc_RLDSR17.doi sinc_RLDSR17.pdf
R.E. Rolon, L. Larrateguy, L. Di Persia, R. Spies, H. L. Rufiner
Biomedical Signal Processing and Control, Volume 33, page 358--367 - 2017
Distance metric learning using graph convolutional networks: Application to functional brain networks   sinc_KPFRLGR17.pdf
S. I. Ktena, S. Parisot, E. Ferrante, M. Rajchl, M. Lee, B. Glocker, D. Rueckert
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017
Embedded system for real-time monitoring of foraging behavior of grazing cattle using acoustic signals   sinc_PDRGCLG17.doi sinc_PDRGCLG17.pdf
Nestor N. Deniz, J. O. Chelotti, J. Galli, A. M. Planisich, M. Larripa, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Volume 138, page 167--174 - 2017
Emotion recognition in never-seen languages using a novel ensemble method with emotion profiles   sinc_AM16.doi sinc_AM16.pdf
E. M. Albornoz, D. H. Milone
IEEE Transactions on Affective Computing, Volume 8, Number 1, page 45--53 - 2017

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