Olier, I, J Amengual, and A Vellido. Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods. this. eScholarID:175998
2011
Ivan Olier, Julia Amengual and Alfredo Vellido. (2011). A variational Bayesian approach for the robust analysis of the cortical silent period from EMG recordings of brain stroke patients. Neurocomputing, 74(9), 1301-1314. eScholarID:121977 | DOI:10.1016/j.neucom.2010.12.006
Barreto, L., Canadell, D., Petrezsélyová, S., Navarrete, C., Mare{\v{s}}ová, L., Peréz-Valle, J., Herrera, R., Olier, I., Giraldo, J., Sychrová, H. & . (2011). A Genomewide Screen for Tolerance to Cationic Drugs Reveals Genes Important for Potassium Homeostasis in Saccharomyces cerevisiae. Eukaryotic Cell, 10(9), 1241-1250. eScholarID:175991 | DOI:10.1128/EC.05029-11
Vellido, A., Cárdenas, M., Olier, I., Rovira, X. & Giraldo, J (2011). A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences. this volume, eScholarID:175997
2010
Olier, I., Vellido, A. & Giraldo, J (2010). Kernel generative topographic mapping. ESANN, 481-486. eScholarID:175996
Ortega-Martorell, S, I Olier, A Vellido, M Julia-Sapé, and C Arús. (2010). Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. this. eScholarID:175999
Ortega-Martorell, S., Olier, I., Julià-Sapé, M. & Arús, C (2010). SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system. BMC Bioinformatics, 11, 106. eScholarID:118534 | DOI:10.1186/1471-2105-11-106
Pérez-Ruiz, A., Julià-Sapé, M., Mercadal, G., Olier, I., Majós, C. & Arús, C (2010). The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses. BMC Bioinformatics, 11, 581. eScholarID:118529 | DOI:10.1186/1471-2105-11-581
2009
García-Gómez, J., Luts, J., Julià-Sapé, M., Krooshof, P., Tortajada, S., Robledo, J., Melssen, W., Fuster-García, E., Olier, I., Postma, G., Monleón, D., Moreno-Torres, A., Pujol, J., Candiota, A., Martínez-Bisbal, M., Suykens, J., Buydens, L., Celda, B., Van Huffel, S., Arús, C. & Robles, M (2009). Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy. MAGMA, 22(1), 5-18. eScholarID:118539 | PMID:18989714 | DOI:10.1007/s10334-008-0146-y
Vellido, A. & Olier, I (2009). Clustering and Visualization of Multivariate Time Series. Handbook of research on machine learning applications and trends: algorithms, methods, and techniques, 1, 176. eScholarID:176000 | DOI:10.4018/978-1-60566-766-9.ch008
2008
Olier, I (2008). Variational Bayesian Algorithms for Generative Topographic Mapping and its Extensions. eScholarID:176001
Olier, I. & Vellido, A (2008). A variational formulation for GTM through time. eScholarID:118533 | DOI:10.1109/IJCNN.2008.4633841
Olier, I. & Vellido, A (2008). Advances in clustering and visualization of time series using GTM through time. Neural Networks, 21(7), 904-913. eScholarID:118531 | DOI:10.1016/j.neunet.2008.05.013
Olier, I. & Vellido, A (2008). On the benefits for model regularization of a variational formulation of GTM. eScholarID:118535 | DOI:10.1109/IJCNN.2008.4634005
Olier, I. & Vellido, A (2008). Variational Bayesian Generative Topographic Mapping. J. Math. Model. Algorithms, 7(4), 371-387. eScholarID:118537 | DOI:10.1007/s10852-008-9088-7
Olier, I. & Vellido, A (2006). Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model. eScholarID:118532 | DOI:10.1007/11875581_5
2005
Olier, I. & Vellido, A (2005). Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping. eScholarID:118536 | DOI:10.1007/11494669_96
