Ciencia de la Computación e Inteligencia Artificial
Departamento
Universitat de Barcelona
Barcelona, EspañaPublicaciones en colaboración con investigadoras/es de Universitat de Barcelona (26)
2023
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Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems
Applied Soft Computing, Vol. 148
2022
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New Distance-Based approach for Genome-Wide Association Studies
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 19, Núm. 5, pp. 2938-2949
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dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns
R Journal, Vol. 14, Núm. 3, pp. 80-94
2021
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The EMPATHIC Virtual Coach: A demo
ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction
2020
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Genome-Wide Association Studies:: a distance-based approach
Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain
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ORdensity: User-friendly R package to identify differentially expressed genes
BMC Bioinformatics, Vol. 21, Núm. 1
2019
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Ilra: Novelty detection in face-based intervener re-identification
Symmetry, Vol. 11, Núm. 9
2018
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Identification of differentially expressed genes by means of outlier detection
BMC bioinformatics, Vol. 19, Núm. 1, pp. 317
2017
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Extreme observations in biomedical data
Trends in Mathematics (Springer International Publishing), pp. 3-8
2016
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Diagnosis using clinical/pathological and molecular information
Statistical Methods in Medical Research, Vol. 25, Núm. 6, pp. 2878-2894
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Identifying extreme observations, outliers and noise in clinical and genetic data
Current Bioinformatics, Vol. 11, Núm. 3
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Weighted distance based discriminant analysis: The r package weDiBaDis
R Journal, Vol. 8, Núm. 2, pp. 435-454
2015
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An active learning approach for stroke lesion segmentation on multimodal MRI data
Neurocomputing, Vol. 150, Núm. Part A, pp. 26-36
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Impairment of functional integration of the default mode network correlates with cognitive outcome at three months after stroke
Human Brain Mapping, Vol. 36, Núm. 2, pp. 577-590
2014
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Prognostic value of changes in resting-state functional connectivity patterns in cognitive recovery after stroke: A 3T fMRI pilot study
Human Brain Mapping, Vol. 35, Núm. 8, pp. 3819-3831
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Structural integrity of the contralesional hemisphere predicts cognitive impairment in ischemic stroke at three months
PLoS ONE, Vol. 9, Núm. 1
2013
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The depth problem: Identifying the most representative units in a data group
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 10, Núm. 1, pp. 161-172
2012
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ICGE: An R package for detecting relevant clusters and atypical units in gene expression
BMC Bioinformatics, Vol. 13, Núm. 1
2011
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Loop-closing: A typicality approach
Robotics and Autonomous Systems, Vol. 59, Núm. 3-4, pp. 218-227
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Microarray time course experiments: Finding profiles
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, Núm. 2, pp. 464-475