Comas, D.S., Meschino, G.J., Nowé, A., Ballarin, V.L.

Discovering knowledge from data clustering using automatically-defined interval type-2 fuzzy predicates

(2017) Expert Systems with Applications, 68, pp. 136-150.

 

Bouchet, A., Pastore, J.I., Brun, M., Ballarin, V.L.

Compensatory fuzzy mathematical morphology

(2017) Signal, Image and Video Processing, pp. 1-8. Article in Press.

 

Bouchet, A., Quirós, P., Alonso, P., Ballarin, V., Díaz, I., Montes, S.

Gray Scale Edge Detection using Interval-Valued Fuzzy Relations

(2015) International Journal of Computational Intelligence Systems, 8, pp. 16-27.

 

Rodriguez Celin, A., Rapacioli, M., Gonzalez, M.A., Ballarin, V.L., Fiszer De Plazas, S., López-Costa, J.J.

Correction: Temporal-spatial correlation between angiogenesis and corticogenesis in the developing chick optic tectum

(2015) PLoS ONE, 10 (3), art. no. e0122549,

 

Celin, A.R., Rapacioli, M., Gonzalez, M.A., Ballarin, V.L., De Plazas, S.F., López-Costa, J.J., Flores, V.

Temporal-spatial correlation between angiogenesis and corticogenesis in the developing chick optic tectum

(2015) PLoS ONE, 10 (1), art. no. e0116343,

 

Meschino, G.J., Comas, D.S., Ballarin, V.L., Scandurra, A.G., Passoni, L.I.

Automatic design of interpretable fuzzy predicate systems for clustering using self-organizing maps

(2015) Neurocomputing, 147 (1), pp. 47-59.

 

Montini Ballarin, F., Caracciolo, P.C., Blotta, E., Ballarin, V.L., Abraham, G.A.

Optimization of poly(l-lactic acid)/segmented polyurethane electrospinning process for the production of bilayered small-diameter nanofibrous tubular structures

(2014) Materials Science and Engineering C, 42, pp. 489-499

 

Benalcazar Palacios, M.E., Brun, M., Ballarin, V.L., Hidalgo, R.M.

Automatic Design of Ensembles of Window Operators for Ocular Image Segmentation

(2014) IEEE Latin America Transactions, 12 (5), art. no. 6872909, pp. 935-941.

 

Di Meglio, L., Busalmen, J.P., Pastore, J.I., Ballarín, V.L., Nercessian, D.

Hyperhalophilic archaeal biofilms: Growth kinetics, structure, and antagonistic interaction in continuous culture

(2014) Biofouling, 30 (2), pp. 237-245

 

Pastore, J.I., Bouchet, A., Ballarin, V.L.

New rough sets by influence zones morphological concept

(2014) Studies in Computational Intelligence, 537, pp. 81-96.

 

Comas, D.S., Pastore, J.I., Bouchet, A., Ballarin, V.L., Meschino, G.J.

Type-2 fuzzy logic in decision support systems

(2014) Studies in Computational Intelligence, 537, pp. 267-280.

 

Bouchet, A., Comas, D.S., Pastore, J.I., Brun, M., Ballarin, V.L.

Fuzzy mathematical morphology toolbox and graphical interface

(2013) IEEE Latin America Transactions, 11 (4), art. no. 6601754, pp. 1090-1096.

 

Blotta, E., Bouchet, A., Brun, M., Ballarin, V.

Characterization of bio-dynamic speckles through classical and fuzzy mathematical morphology tools

(2013) Signal Processing, 93 (7), pp. 1864-1870.

 

Pastore, J.I., Bouchet, A., Moler, E., Ballarin, V.

Segmentation of bone marrow biopsies by mathematical morphology in color spaces

(2013) IEEE Latin America Transactions, 11 (1), art. no. 6502825, pp. 329-333.

 

Bouchet, A., Pastore, J.I., Di Meglio, L., Robuschi, L., Ballarin, V.

Segmentation and 3D reconstruction of microbial biofilms

(2013) IEEE Latin America Transactions, 11 (1), art. no. 6502824, pp. 324-328.

 

Benalcázar, M.E., Brun, M., Ballarin, V.L.

Artificial neural networks applied to statistical design of window operators

(2013) Pattern Recognition Letters, 34 (9), pp. 970-979.

 

Gonzalez, M.A., Montini Ballarin, F., Brun, M., Abraham, G., Ballarin, V.L.

Morphological quantification of polymer nanofibers in tissue engineering images

(2012) Latin American Applied Research, 42 (1), pp. 89-95.

 

Blotta, E., Ballarín, V., Brun, M., Rabal, H.

Evaluation of speckle-interferometry descriptors to measuring drying-of-coatings

(2011) Signal Processing, 91 (10), pp. 2395-2403.

 

Bouchet, A., Pastore, J.I., Andrade, R.E., Brun, M., Ballarin, V.

Arithmetic mean based compensatory fuzzy logic

(2011) International Journal of Computational Intelligence and Applications, 10 (2), pp. 231-243.

 

Ballarin, V.L., Isoardi, R.A.

Medical revolution in argentina

(2010) IEEE Pulse, 1 (1), pp. 39-44.

 

Gonzalez, M.A., Ballarin, V.L.

Automatic marker determination algorithm for watershed segmentation using clustering

(2009) Latin American Applied Research, 39 (3), pp. 225-229.

 

Blotta, E.L., Pastore, J., Ballarin, V., Rabal, H.

Classification of dynamic speckle signals through granulometric size distribution

(2009) Latin American Applied Research, 39 (2), pp. 179-183

 

Dalton, L., Ballarin, V., Brun, M.

Clustering algorithms: On learning, validation, performance, and applications to genomics

(2009) Current Genomics, 10 (6), pp. 430-445.

 

Gonzalez, M.A., Ballarin, V.L.

Image segmentation using watershed transform: Marker definition based on fuzzy logic [Segmentación de imágenes utilizando la transformada watershed: Obtención de marcadores mediante lógica difusa]

(2008) IEEE Latin America Transactions, 6 (2), pp. 223-228.

 

Pastore, J.I., Moler, E., Ballarin, V.

Multiscale morphological operators and geodesic distance applied to computed axial tomography segmentation [Operadores morfológicos multiescala y distancia geodésica aplicados a la segmentación de imágenes de tomografía axial computada]

(2007) IEEE Latin America Transactions, 5 (1), pp. 28-31.

 

Santalla, H., Meschino, G., Ballarin, V.

Effects on MR images compression in tissue classification quality

(2007) Journal of Physics: Conference Series, 90 (1), art. no. 012061,

 

Gonzalez, M.A., Meschino, G.J., Ballarin, V.L.

Automatic fuzzy inference system development for marker-based watershed segmentation

(2007) Journal of Physics: Conference Series, 90 (1), art. no. 012059,

 

Pastore, J.I., Moler, E.G., Ballarin, V.L.

Segmentation of brain magnetic resonance images through morphological operators and geodesic distance

(2005) Digital Signal Processing: A Review Journal, 15 (2), pp. 153-160.

 

Ballarin, V.L., Brun, M., Moler, E.G.

Scale invariant texture classification with mathematical morphology

(2001) Latin American Applied Research, 31 (2), pp. 79-82.

 

Tomasel, F.G., Paruelo, J.M., Abras, G., Ballarín, V., Moler, E.

A chromaticity-based technique for estimation of above-ground plant biomass

(2001) Applied Vegetation Science, 4 (2), pp. 207-212.

 

Moler, E.G., Ballarin, V.L., Gonzalez, M.

Comparative analysis of adaptive filters in speckle noise reduction [Analisis comparativo de filtros adaptivos para la reduccion de ruido speckle]

(2000) Informacion Tecnologica, 11 (5), pp. 149-155.

 

Moler, E., Ballarin, V., Pessana, F., Torres, S., Olmo, D.

Fingerprint identification using image enhancement techniques

(1998) Journal of Forensic Sciences, 43 (3), pp. 689-692.

 

Dalton, L.A., Benalcázar, M.E., Brun, M., Dougherty, E.R.

Analytic representation of bayes labeling and bayes clustering operators for random labeled point processes

(2015) IEEE Transactions on Signal Processing, 63 (6), pp. 1605-1620.

 

Dougherty, E.R., Brun, M., Trent, J.M., Bittner, M.L.

Conditioning-based modeling of contextual genomic regulation

(2009) IEEE/ACM Transactions on Computational Biology and Bioinformatics, 6 (2), art. no. 4359896, pp. 310-320

 

Dougherty, E.R., Brun, M., Xu, Q.

Which is better: Holdout or full-sample classifier design?

(2008) Eurasip Journal on Bioinformatics and Systems Biology, 2008, art. no. 297945, .

 

Partridge, C.R., He, Q., Brun, M., Ramos, K.S.

Genetic networks of cooperative redox regulation of osteopontin

(2008) Matrix Biology, 27 (5), pp. 462-474.

 

Ramos, K.S., He, Q., Kalbfleisch, T., Montoya-Durango, D.E., Teneng, I., Stribinskis, V., Brun, M.

Computational and biological inference of gene regulatory networks of the LINE-1 retrotransposon

(2007) Genomics, 90 (2), pp. 176-185.

 

Brun, M., Kim, S., Choi, W., Dougherty, E.R.

Comparison of gene regulatory networks via steady-state trajectories

(2007) Eurasip Journal on Bioinformatics and Systems Biology, 2007, art. no. 82702, .

 

Stafford, P., Brun, M.

Three methods for optimization of cross-laboratory and cross-platform microarray expression data

(2007) Nucleic Acids Research, 35 (10), art. no. e72, .

 

Brun, M., Sima, C., Hua, J., Lowey, J., Carroll, B., Suh, E., Dougherty, E.R.

Model-based evaluation of clustering validation measures

(2007) Pattern Recognition, 40 (3), pp. 807-824.

 

Hua, J., Craig, D.W., Brun, M., Webster, J., Zismann, V., Tembe, W., Joshipura, K., Huentelman, M.J., Dougherty, E.R., Stephan, D.A.

SNiPer-HD: Improved genotype calling accuracy by an expectation-maximization algorithm for high-density SNP arrays

(2007) Bioinformatics, 23 (1), pp. 57-63.

 

Pearson, J.V., Huentelman, M.J., Halperin, R.F., Tembe, W.D., Melquist, S., Homer, N., Brun, M., Szelinger, S., Coon, K.D., Zismann, V.L., Webster, J.A., Beach, T., Sando, S.B., Aasly, J.O., Heun, R., Jessen, F., Kölsch, H., Tsolaki, M., Daniilidou, M., Reiman, E.M., Papassotiropoulos, A., Hutton, M.L., Stephan, D.A., Craig, D.W.

Identification of the genetic basis for complex disorders by use of pooling-based genomewide single-nucleotide-polymorphism association studies

(2007) American Journal of Human Genetics, 80 (1), pp. 126-139.

 

Hirata Jr., R., Brun, M., Barrera, J., Dougherty, E.R.

Aperture filters: Theory, application, and multiresolution analysis

(2006) Eurasip Book Series on Signal Processing and Communications, 6, pp. 15-48.

 

Dougherty, E.R., Brun, M.

On the number of close-to-optimal feature sets

(2006) Cancer Informatics, 2, pp. 189-196.

 

Choudhary, A., Brun, M., Hua, J., Lowey, J., Suh, E., Dougherty, E.R.

Genetic test bed for feature selection

(2006) Bioinformatics, 22 (7), pp. 837-842.

 

Brun, M., Johnson, C.D., Ramos, K.S.

Clustering: Revealing intrinsic dependencies in microarray data

(2005) Eurasip Book Series on Signal Processing and Communications, 2, pp. 129-162.

 

Brun, M., Dougherty, E.R., Shmulevich, I.

Steady-state probabilities for attractors in probabilistic Boolean networks

(2005) Signal Processing, 85 (10), pp. 1993-2013.

 

Hsing, T., Liu, L.-Y., Brun, M., Dougherty, E.R.

The coefficient of intrinsic dependence (feature selection using el CID)

(2005) Pattern Recognition, 38 (5), pp. 623-636

 

Brun, M., Hirata Jr., R., Barrera, J., Dougherty, E.R.

Nonlinear filter design using envelopes

(2004) Journal of Mathematical Imaging and Vision, 21 (1), pp. 81-97.

 

Dougherty, E.R., Brun, M.

A probabilistic theory of clustering

(2004) Pattern Recognition, 37 (5), pp. 917-925

 

Johnson, C.D., Balagurunathan, Y., Tadesse, M.G., Falahatpisheh, M.H., Brun, M., Walker, M.K., Dougherty, E.R., Ramos, K.S.

Unraveling gene-gene interactions regulated by ligands of the aryl hydrocarbon receptor

(2004) Environmental Health Perspectives, 112 (4), pp. 403-412.

 

Brun, M., Sabbagh, D.L., Kim, S., Dougherty, E.R.

Corrected small-sample estimation of the Bayes error

(2003) Bioinformatics, 19 (8), pp. 944-951.

 

Brun, M., Dougherty, E.R., Hirata Roberto, R., Barrera, J.

Design of optimal binary filters unders joint multiresotion-envelope constraint

(2003) Pattern Recognition Letters, 24 (7), pp. 937-945.

 

Hashimoto, R.F., Dougherty, E.R., Brun, M., Zhou, Z.-Z., Bittner, M.L., Trent, J.M.

Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations

(2003) Signal Processing, 83 (4), pp. 695-712.

 

Stolf, B.S., Carvalho, A.F., Martins, W.K., Runza, F.B., Brun, M., Hirata Jr., R., Neves, E.J., Soares, F.A., Postigo-Dias, J., Kowalski, L.P., Reis, L.F.L.

Differential expression of IGFBP-5 and two human ESTs in thyroid glands with goiter, adenoma and papillary or follicular carcinomas

(2003) Cancer Letters, 191 (2), pp. 193-202.

 

Hirata Junior, R., Brun, M., Barrera, J., Dougherty, E.R.

Multiresolution design of aperture operators

(2002) Journal of Mathematical Imaging and Vision, 16 (3), pp. 199-222.

 

Dougherty, E.R., Barrera, J., Brun, M., Kim, S., Cesar, R.M., Chen, Y., Bittner, M., Trent, J.M.

Inference from clustering with application to gene-expression microarrays

(2002) Journal of Computational Biology, 9 (1), pp. 105-126.

 

Dougherty, E.R., Barrera, J., Mozelle, G., Kim, S., Brun, M.

Multiresolution analysis for optimal binary filters

(2001) Journal of Mathematical Imaging and Vision, 14 (1), pp. 53-72.

 

Hirata, R., Brun, M., Barrera, J., Dougherty, E.R.

Image restoration by multiresolution non-linear filters

(2001) Proceedings of SPIE-The International Society for Optical Engineering, 4304, pp. 256-264. Cited 2 times.

 

Dougherty, E.R., Barrera, J., Brun, M., Kim, S., Cesar, R.M., Chen, Y., Bittner, M., Trent, J.M.

Time series inference from clustering

(2001) Proceedings of SPIE-The International Society for Optical Engineering, 4266, pp. 222-227.

 

Barrera, J., Dougherty, E.R., Brun, M.

Hybrid human-machine binary morphological operator design. An independent constraint approach

(2000) Signal Processing, 80 (8), pp. 1469-1487.

 

Barrera, Junior, Dougherty, Edward R., Brun, Marcel

Hybrid human-machine binary morphological operator design

(1999) Proceedings of SPIE - The International Society for Optical Engineering, 3646, pp. 162-173.

 

Gonzalez Galdos, M.V., Pastore, J.I., Ballarre, J., Ceré, S.M.

Dual-surface modification of titanium alloy with anodizing treatment and bioceramic particles for enhancing prosthetic devices

(2017) Journal of Materials Science, pp. 1-15. Article in Press.

 

Bouchet, A., Alonso, P., Pastore, J.I., Montes, S., Díaz, I.

Fuzzy mathematical morphology for color images defined by fuzzy preference relations

(2016) Pattern Recognition, 60, pp. 720-733.

 

Procaccini, R., Bouchet, A., Pastore, J.I., Studdert, C., Ceré, S., Pellice, S.

Silver-functionalized methyl-silica hybrid materials as antibacterial coatings on surgical-grade stainless steel

(2016) Progress in Organic Coatings, 97, pp. 28-36.

 

Blotta, E., Moler, E.

Fingerprint image enhancement by differential hysteresis processing

(2004) Forensic Science International, 141 (2-3), pp. 109-113.

 

 

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D.I.F.I. Departamento de Informática de la Facultad de Ingeniería