Publications

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Publications in 2022
A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals   sinc_RCVGUPRG22.doi sinc_RCVGUPRG22.pdf
L. Rau, J. O. Chelotti, S. R. Vanrell, J. Galli, S.A Utsumi, A. M. Planisich, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Elsevier, Volume 192 - 2022
Addressing fairness in artificial intelligence for medical imaging   sinc_REF22.doi sinc_REF22.pdf
M. A. Ricci Lara, R. Echeveste, E. Ferrante
Nature Communications, Volume 13 - 2022
Anc2vec: embedding gene ontology terms by preserving ancestors relationships   sinc_EMS22.doi sinc_EMS22.pdf
A. Edera, D. H. Milone, G. Stegmayer
Briefings in Bioinformatics - feb 2022
Automatic Extraction of Heat Maps and Goal Instances of a Basketball Game Using Video Processing   sinc_EBMA22.doi sinc_EBMA22.pdf
G. Erbele, J. Bourlot, C. E. Martínez, E. M. Albornoz
Communications in Computer and Information Science - CACIC 2021, Volume 1584, page 1--11 - 2022
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference   sinc_EFMS22.doi sinc_EFMS22.pdf
R. Echeveste, E. Ferrante, D. H. Milone, I. Samengo
Network Neuroscience, page 1--17 - jan 2022
Conformación de una red para la internacionalización de la currícula de Procesamiento Digital de Imágenes (Ingeniería en Informática)   sinc_MA22.pdf
C. E. Martínez, E. M. Albornoz
II Congreso de Internacionalización de la Educación Superior (CIES) - 2022
exp2GO: improving prediction of functions in the Gene Ontology with expression data   sinc_DLAMS22.doi sinc_DLAMS22.pdf
L. Di Persia, T. López, A. A. Arce, D. H. Milone, G. Stegmayer
IEEE/ACM Transactions on Computational Biology and Bioinformatics, page 1--10 - 2022
Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model   sinc_MSDGG22.doi sinc_MSDGG22.pdf
M. Murillo, G. Sanchez, Nestor N. Deniz, L. Genzelis, L. Giovanini
Computers and Electronics in Agriculture, Volume 196, Number 106826 - 2022
Prediction of the Impact of the End of year Festivities on the Local Epidemiology of COVID-19 Using Agent-Based Simulation with Hidden Markov Models   sinc_EPSJR22.doi sinc_EPSJR22.pdf
C. Engler, Carlos M. Pais, S. Saavedra, E. Juarez, H. L. Rufiner
Computational Science and Its Applications -- ICCSA 2022, page 61--75 - 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches   sinc_BEPGRFRCGAMS22.doi sinc_BEPGRFRCGAMS22.pdf
L. A. Bugnon, A. Edera, S. Prochetto, M. Gerard, J. Raad, E. Fenoy, M. Rubiolo, U. Chorostecki, G. Gabaldon, F. Ariel, L. Di Persia, D. H. Milone, G. Stegmayer
Briefing in Bioinformatics - 2022
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals   sinc_CDS22.doi sinc_CDS22.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Journal of Computational Science, Volume 59 - 2022
Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS22.doi sinc_NPRKS22.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
Scientific Data, Springer Nature, Volume 9, Number 1, page 52 - 2022
Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces   sinc_PNWGLMS22.doi sinc_PNWGLMS22.pdf
V. Peterson, N. Nieto, D. Wyser, R. Gassert, O. Lambercy, D. H. Milone, R. Spies
IEEE Transactions on Biomedical Engineering, Volume 69, Number 2, page 807--817 - feb 2022
 
Publications in 2021
"Thinking out loud": an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS21.doi sinc_NPRKS21.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
bioRxiv - 2021
Análisis y clasificación de ladrillos de hormigón celular a través de imágenes   sinc_ORRMA21.pdf
R. Ortiz de Zárate, L. Ríos, G. Roncaglia, C. E. Martínez, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Automatic sleep staging from pulse oximeter using RNN   sinc_CDS21a.doi sinc_CDS21a.pdf
R. Casal, L. Di Persia, G. Schlotthauer
2021 29th European Signal Processing Conference (EUSIPCO), page 965--969 - 2021
Brain representation of acoustic features during goal-oriented dialogues   sinc_GNVBGK21.pdf
J. Gonzalez, N. Nieto, M. Veneziano, P. Brusco, A. Gravano, J. Kamienkoski
XIX Simposio Argentino de Inteligencia Artificial (ASAI)-JAIIO 50 - 2021
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture   sinc_GADLLRCMCBF21.doi sinc_GADLLRCMCBF21.pdf
N. Gaggion, F. Ariel, V. Daric, É. Lambert, S. Legendre, T. Roulé, A. Camoirano, D. H. Milone, M. Crespi, T. Blein, E. Ferrante
GigaScience, Volume 10, Number 7 - 2021
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of Hidden Markov Models   sinc_PBDR21.doi sinc_PBDR21.pdf
Carlos M. Pais, J. Biurrun, A. Del Prado, H. L. Rufiner
Scielo Preprints - 2021
Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals   sinc_CDS21.doi sinc_CDS21.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Biomedical Signal Processing and Control, Volume 63 - 2021

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