Search Publication
Hierarchical analysis of remote sensing data: morphological attribute profiles and binary partition trees. In International Symposium on Mathematical Morphology 2011. Intra, Lake Maggiore, Italy; 2011. pp. 306–319. (394.77 KB)
. Description of a Single Multimedia Document. In Introduction to the mpeg-7: multimedia content description interface. B. S. Manjunath, P. Salembier, T. Sikora (Eds.). Wiley; 2002. pp. 111–138.
. Predicting emotion in movies: Recurrent and convolutional models applied to videos. . 2017. (3.05 MB)
. SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022;38.
. Person Tracking. In Computers in the human interaction loop. London: Springer; 2009. pp. 11–22.
. An open integrated system for video indexing. In International Workshop on Content-Based Multimedia Indexing. 2001. pp. 322–333.
. Visual Summary of Egocentric Photostreams by Representative Keyframes. In IEEE International Workshop on Wearable and Ego-vision Systems for Augmented Experience (WEsAX) 2015. Turin, Italy; 2015. (2.69 MB)
. Efficient integration of coarticulation and lexical information .. In INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING. 1992. pp. 45–48.
. N-best hypotheses:an approach taking into account coarticulation. In EUROPEAN SIGNAL PROCESSING CONFERENCE. 1992. pp. 379–382.
. Improved Neural Network Generalization using Channel-Wise NNK Graph Constructions. . Final Year Project, UPC; 2021. (3.67 MB)
. Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. In Asia Pacific Signal and Information Processing Association Annual Summit, APSIPA. Tokyo, Japan; 2021. (995.84 KB)
. HyperFast: Instant Classification for Tabular Data. In 38th Annual AAAI Conference on Artificial Intelligence (AAAI). 2024. (3.15 MB)
. Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs. In International Conference on Acoustics, Speech and Signal Processing. 2022. (1.13 MB)
. Quantitative Ultrasound Texture Analysis of Fetal Lungs To Predict Neonatal Respiratory Morbidity. Ultrasound in Obstetrics and Gynecology, Wiley. 2014;44.
. Quantitative Ultrasound Texture Analysis of Fetal Lungs To Predict Neonatal Respiratory Morbidity. Ultrasound in Obstetrics and Gynecology, Wiley. 2015;45(4):427–433.
. An Epipolar-Constrained Prior for Efficient Search in Multi-View Scenarios. In EUSIPCO. Lisbon; 2014. (3.69 MB)
. Multiclass cancer microarray classification algorithm with Pair-Against-All redundancy. In The 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS’12). Washington, DC, USA; 2012.
. Ensemble learning and hierarchical data representation for microarray classification. In 13th IEEE International Conference on BioInformatics and BioEngineering BIBE. Chania, Crete: 13th IEEE International Conference on BioInformatics and BioEngineering,; 2013. (241.56 KB)
. Hierarchical information representation and efficient classification of gene expression microarray data. . TSC. [Barcelona]: Universitat Politecnica de Catalunya; 2014. p. 150. (2.76 MB)
. Hierarchical Clustering Combining Numerical and Biological Similarities for Gene Expression Data Classification. In 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) . Osaka, Japan: IEEE EMBS; 2013. (435.72 KB)
. Microarray classification with hierarchical data representation and novel feature selection criteria. In IEEE 12th International Conference on BioInformatics and BioEngineering. Larnaca, Cyprus; 2012. (513.59 KB)
. Feature set enhancement via hierarchical clustering for microarray classification. In IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2011. 2011. pp. 226 -229. (254.44 KB)
. Gene Expression Data Classification Combining Hierarchical Representation and Efficient Feature Selection. Journal of Biological Systems. 2012;20:349-375. (711.35 KB)
. Personalized Image Classication from EEG Signals using Deep Learning. . 2017. (4.51 MB)
. Implementation and first results of the Introduction to Engineering course in the ETSETB-UPC new degrees. In II Conferencia Internacional en Fomento e Innovación con Nuevas Tecnologías en la Docencia de la Ingeniería. 2011. pp. 1–4.
.