Nguyen Cong Bac

bac.nguyencong@ugent.be
(+32) 9 264.59.35

linkedin logo Nguyen Cong Bac
ORCID logo https://orcid.org/0000-0001-9193-1908
Twitterhttps://bacnguyencong.github.io/

Research Interests: High-dimensional distance metric learning for ordinal classification

Journal papers

(10) Kernel-based distance metric learning for supervised k-means clustering
B. Nguyen and B. De Baets
(2019) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 30, 3084-3095.
Biblio logo(9) Learning single-cell distances from cytometry data
B. Nguyen, P. Rubbens, F.-M. Kerckhof, N. Boon, B. De Baets and W. Waegeman
(2019) CYTOMETRY PART A. 95, 782-791.
Biblio logo(8) Assessing the potential of the Qualitative Trajectory Calculus to detect gait pathologies: A case study of children with developmental coordination disorder
J. Beernaerts, R. Derie, B. Nguyen, P. Vansteenkiste, B. De Baets, F.J.A. Deconinck, M. Lenoir, D. De Clercq and N. Van de Weghe
(2019) COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING. 22, 64-70.
Biblio logo(7) Kernel distance metric learning using pairwise constraints for person re-identification
B. Nguyen and B. De Baets
(2019) IEEE TRANSACTIONS ON IMAGE PROCESSING. 28, 589-600.
Biblio logo(6) An efficient method for clustered multi-metric learning
B. Nguyen, F. Ferri, C. Morell and B. De Baets
(2019) INFORMATION SCIENCES. 471, 149-163.
Biblio logo(5) An approach to supervised distance metric learning based on difference of convex functions programming
B. Nguyen and B. De Baets
(2018) PATTERN RECOGNITION. 81, 562-574.
Biblio logo(4) Distance metric learning for ordinal classification based on triplet constraints
B. Nguyen, C. Morell and B. De Baets
(2018) INTERNAT. J. KNOWLEDGE-BASED SYSTEMS. 42, 17-28.
Biblio logo(3) Distance metric learning with the Universum
B. Nguyen, C. Morell and B. De Baets
(2017) PATTERN RECOGNITION LETTERS. 100, 37-43.
Biblio logo(2) Supervised distance metric learning through maximization of the Jeffrey divergence
B. Nguyen, C. Morell and B. De Baets
(2017) PATTERN RECOGNITION. 64, 215-225.
Biblio logo(1) Large-scale distance metric learning for k-nearest neighbours regression
B. Nguyen, C. Morell and B. De Baets
(2016) NEUROCOMPUTING. 214, 805-814.