Dr Ivan Olier
Research Fellow
- Email: ivan.olier@manchester.ac.uk
- Telephone: +44 (0)161 275 2687
School of Psychological Science
The University of Manchester
S43 Room/2nd Floor/Zochonis Building/Brunswick St
M13 9PL - Manchester, UK
Qualifications
- PhD in Computer Science, Universitat Politècnica de Catalunya, Barcelona, Spain. 2008.
- MSc in Computer Science, Universitat Politècnica de Catalunya, Barcelona, Spain. 2005.
- B.Ing. in Mechanical Engineering, Universidad Nacional de Colombia, Bogotá, Colombia. 1999.
Publications
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
2010
- 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
2008
- 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). 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). 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). Variational Bayesian Generative Topographic Mapping. J. Math. Model. Algorithms, 7(4), 371-387. eScholarID:118537 | DOI:10.1007/s10852-008-9088-7
2007
- Olier, I. & Vellido, A (2007). Variational GTM. eScholarID:118538 | DOI:10.1007/978-3-540-77226-2_9
2006
- 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