{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T17:34:15Z","timestamp":1743010455158,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642347122"},{"type":"electronic","value":"9783642347139"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34713-9_1","type":"book-chapter","created":{"date-parts":[[2012,11,9]],"date-time":"2012-11-09T21:08:01Z","timestamp":1352495281000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding"],"prefix":"10.1007","author":[{"given":"Vincent","family":"Michel","sequence":"first","affiliation":[]},{"given":"Alexandre","family":"Gramfort","sequence":"additional","affiliation":[]},{"given":"Evelyn","family":"Eger","sequence":"additional","affiliation":[]},{"given":"Ga\u00ebl","family":"Varoquaux","sequence":"additional","affiliation":[]},{"given":"Bertrand","family":"Thirion","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1038\/2785","volume":"1","author":"S. Dehaene","year":"1998","unstructured":"Dehaene, S., Le Clec\u2019H, G., Cohen, L., Poline, J.-B., van de Moortele, P.-F., Le Bihan, D.: Inferring behavior from functional brain images. Nature Neuroscience\u00a01, 549 (1998)","journal-title":"Nature Neuroscience"},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/S1053-8119(03)00049-1","volume":"19","author":"D.D. Cox","year":"2003","unstructured":"Cox, D.D., Savoy, R.L.: Functional magnetic resonance imaging (fMRI) \u201dbrain reading\u201d: detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage\u00a019, 261\u2013270 (2003)","journal-title":"Neuroimage"},{"key":"1_CR3","unstructured":"Tucholka, A.: Prise en compte de l\u2019anatomie c\u00e9r\u00e9brale individuelle dans les \u00e9tudes d\u2019IRM fonctionnelle. Ph.D. dissertation, Universit\u00e9 Paris-Sud (2010)"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"Tahmasebi, A.M.: Quantification of Inter-subject Variability in Human Brain and Its Impact on Analysis of fMRI Data. Ph.D. dissertation, Queen\u2019s University (2010)","DOI":"10.1117\/12.811214"},{"key":"1_CR5","doi-asserted-by":"crossref","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software\u00a033(1) (2010)","DOI":"10.18637\/jss.v033.i01"},{"key":"1_CR6","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: a library for support vector machines (2001), software available at \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"1_CR7","first-page":"2825","volume":"12","author":"F. Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research\u00a012, 2825\u20132830 (2011)","journal-title":"Journal of Machine Learning Research"},{"key":"1_CR8","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support vector networks. Machine Learning\u00a020, 273 (1995)","journal-title":"Machine Learning"},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H. Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. J. Roy. Stat. Soc. B\u00a067, 301 (2005)","journal-title":"J. Roy. Stat. Soc. B"},{"issue":"3","key":"1_CR10","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1162\/neco.1992.4.3.415","volume":"4","author":"D.J.C. MacKay","year":"1992","unstructured":"MacKay, D.J.C.: Bayesian interpolation. Neural Comput.\u00a04(3), 415\u2013447 (1992)","journal-title":"Neural Comput."},{"key":"1_CR11","doi-asserted-by":"crossref","unstructured":"Neal, R.M.: Bayesian Learning for Neural Networks. Lecture Notes in Statistics, 1st edn. Springer (1996)","DOI":"10.1007\/978-1-4612-0745-0_1"},{"key":"1_CR12","doi-asserted-by":"crossref","unstructured":"Michel, V., Eger, E., Keribin, C., Thirion, B.: Multiclass Sparse Bayesian Regression for fMRI-Based Prediction. International Journal of Biomedical Imaging\u00a02011 (April 2011)","DOI":"10.1155\/2011\/350838"},{"issue":"10","key":"1_CR13","doi-asserted-by":"publisher","first-page":"3863","DOI":"10.1073\/pnas.0600244103","volume":"103","author":"N. Kriegeskorte","year":"2006","unstructured":"Kriegeskorte, N., Goebel, R., Bandettini, P.: Information-based functional brain mapping. Proceedings of the National Academy of Sciences of the United States of America\u00a0103(10), 3863\u20133868 (2006)","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Michel, V., Gramfort, A., Varoquaux, G., Eger, E., Keribin, C., Thirion, B.: A supervised clustering approach for fMRI-based inference of brain states. Pattern Recognition (April 2011)","DOI":"10.1016\/j.patcog.2011.04.006"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Rudin, L., Osher, S., Fatemi, E.: Nonlinear total variation based noise removal algorithms. Physica D (January 1992)","DOI":"10.1016\/0167-2789(92)90242-F"},{"issue":"7","key":"1_CR16","doi-asserted-by":"publisher","first-page":"1328","DOI":"10.1109\/TMI.2011.2113378","volume":"30","author":"V. Michel","year":"2011","unstructured":"Michel, V., Gramfort, A., Varoquaux, G., Eger, E., Thirion, B.: Total variation regularization for fMRI-based prediction of behaviour. IEEE Transactions on Medical Imaging\u00a030(7), 1328\u20131340 (2011)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"4","key":"1_CR17","doi-asserted-by":"publisher","first-page":"2038","DOI":"10.1152\/jn.90305.2008","volume":"100","author":"E. Eger","year":"2008","unstructured":"Eger, E., Kell, C., Kleinschmidt, A.: Graded size sensitivity of object exemplar evoked activity patterns in human loc subregions. J. Neurophysiol.\u00a0100(4), 2038\u20132047 (2008)","journal-title":"J. Neurophysiol."}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Interpretation in Neuroimaging"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34713-9_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,8]],"date-time":"2019-05-08T17:51:17Z","timestamp":1557337877000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34713-9_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642347122","9783642347139"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34713-9_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}