| Year |
Citation |
Score |
| 2024 |
Ungan G, Pons-Escoda A, Ulinic D, Arús C, Ortega-Martorell S, Olier I, Vellido A, Majós C, Julià-Sapé M. Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous. Nmr in Biomedicine. e5095. PMID 38213096 DOI: 10.1002/nbm.5095 |
0.478 |
|
| 2019 |
Ortega-Martorell S, Candiota AP, Thomson R, Riley P, Julia-Sape M, Olier I. Embedding MRI information into MRSI data source extraction improves brain tumour delineation in animal models. Plos One. 14: e0220809. PMID 31415601 DOI: 10.1371/Journal.Pone.0220809 |
0.307 |
|
| 2014 |
Tosi A, Olier I, Vellido A. Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning Method Advances in Intelligent Systems and Computing. 295: 55-64. DOI: 10.1007/978-3-319-07695-9_5 |
0.52 |
|
| 2013 |
Ortega-Martorell S, Ruiz H, Vellido A, Olier I, Romero E, Julià-Sapé M, Martín JD, Jarman IH, Arús C, Lisboa PJ. A novel semi-supervised methodology for extracting tumor type-specific MRS sources in human brain data. Plos One. 8: e83773. PMID 24376744 DOI: 10.1371/Journal.Pone.0083773 |
0.537 |
|
| 2013 |
Olier I, Trujillo-Barreto NJ, El-Deredy W. A switching multi-scale dynamical network model of EEG/MEG. Neuroimage. 83: 262-87. PMID 23611860 DOI: 10.1016/J.Neuroimage.2013.04.046 |
0.321 |
|
| 2012 |
Cárdenas MI, Vellido A, Olier I, Rovira X, Giraldo J. Kernel generative topographic mapping of protein sequences Medical Applications of Intelligent Data Analysis: Research Advancements. 195-208. DOI: 10.4018/978-1-4666-1803-9.ch013 |
0.492 |
|
| 2012 |
Cárdenas MI, Vellido A, Olier I, Rovira X, Giraldo J. Complementing Kernel-based visualization of protein sequences with their phylogenetic tree Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7548: 136-149. DOI: 10.1007/978-3-642-35686-5_12 |
0.498 |
|
| 2011 |
Olier I, Amengual J, Vellido A. A variational Bayesian approach for the robust analysis of the cortical silent period from EMG recordings of brain stroke patients Neurocomputing. 74: 1301-1314. DOI: 10.1016/J.Neucom.2010.12.006 |
0.545 |
|
| 2010 |
Vellido A, Cárdenas MI, Olier I, Rovira X, Giraldo J. A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences Esann 2011 Proceedings, 19th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning. 233-238. |
0.49 |
|
| 2010 |
Ortega-Martorell S, Olier I, Vellido A, Julià-Sapé M, Arús C. Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis Proceedings of the 18th European Symposium On Artificial Neural Networks - Computational Intelligence and Machine Learning, Esann 2010. 445-450. |
0.453 |
|
| 2010 |
Olier I, Amengual J, Vellido A. Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods Proceedings of the 18th European Symposium On Artificial Neural Networks - Computational Intelligence and Machine Learning, Esann 2010. 439-444. |
0.514 |
|
| 2009 |
Vellido A, Olier I. Clustering and visualization of multivariate time series Handbook of Research On Machine Learning Applications and Trends: Algorithms, Methods, and Techniques. 176-194. DOI: 10.4018/978-1-60566-766-9.ch008 |
0.513 |
|
| 2008 |
Olier I, Vellido A. Advances in clustering and visualization of time series using GTM through time. Neural Networks : the Official Journal of the International Neural Network Society. 21: 904-13. PMID 18653311 DOI: 10.1016/J.Neunet.2008.05.013 |
0.585 |
|
| 2008 |
Olier I, Vellido A. On the benefits for model regularization of a Variational formulation of GTM Proceedings of the International Joint Conference On Neural Networks. 1568-1575. DOI: 10.1109/IJCNN.2008.4634005 |
0.495 |
|
| 2008 |
Olier I, Vellido A. A variational formulation for GTM through time Proceedings of the International Joint Conference On Neural Networks. 516-521. DOI: 10.1109/IJCNN.2008.4633841 |
0.515 |
|
| 2008 |
Olier I, Vellido A. Variational Bayesian generative topographic mapping Journal of Mathematical Modelling and Algorithms. 7: 371-387. DOI: 10.1007/S10852-008-9088-7 |
0.598 |
|
| 2007 |
Olier I, Vellido A. Variational GTM Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4881: 77-86. |
0.47 |
|
| 2006 |
Olier I, Vellido A. Capturing the dynamics of multivariate time series through visualization using generative topographic mapping through time Ieee International Conference On Engineering of Intelligent Systems, Iceis 2006. |
0.544 |
|
| 2006 |
Olier I, Vellido A. Time series relevance determination through a topology-constrained Hidden Markov Model Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4224: 40-47. |
0.522 |
|
| 2005 |
Olier I, Vellido A. Comparative assessment of the robustness of missing data imputation through generative topographic mapping Lecture Notes in Computer Science. 3512: 787-794. |
0.5 |
|
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