{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T04:19:34Z","timestamp":1777695574708,"version":"3.51.4"},"reference-count":34,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IDA"],"published-print":{"date-parts":[[2017,6,29]]},"DOI":"10.3233\/ida-170881","type":"journal-article","created":{"date-parts":[[2017,6,30]],"date-time":"2017-06-30T11:01:25Z","timestamp":1498820485000},"page":"661-677","source":"Crossref","is-referenced-by-count":6,"title":["A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states"],"prefix":"10.1177","volume":"21","author":[{"given":"Efr\u00e9n","family":"Ju\u00e1rez-Castillo","sequence":"first","affiliation":[{"name":"Centro de Investigaci\u00f3n en Inteligencia Artificial, Universidad Veracruzana, Xalapa, Veracruz, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H\u00e9ctor Gabriel","family":"Acosta-Mesa","sequence":"additional","affiliation":[{"name":"Centro de Investigaci\u00f3n en Inteligencia Artificial, Universidad Veracruzana, Xalapa, Veracruz, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan","family":"Fernandez-Ruiz","sequence":"additional","affiliation":[{"name":"Departamento de Fisiolog\u00eda, Facultad de Medicina, Universidad Nacional Aut\u00f3noma de M\u00e9xico, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicandro","family":"Cruz-Ramirez","sequence":"additional","affiliation":[{"name":"Centro de Investigaci\u00f3n en Inteligencia Artificial, Universidad Veracruzana, Xalapa, Veracruz, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"4","key":"10.3233\/IDA-170881_ref1","doi-asserted-by":"crossref","first-page":"4141","DOI":"10.1016\/j.neuroimage.2011.10.010","article-title":"Capturing inter-subject variability with group independent component analysis of fmri data: A simulation study","volume":"59","author":"Allen","year":"2012","journal-title":"Neuroimage"},{"issue":"2","key":"10.3233\/IDA-170881_ref2","doi-asserted-by":"crossref","first-page":"821","DOI":"10.1152\/jn.1994.71.2.821","article-title":"Face recognition in human extrastriate cortex","volume":"71","author":"Allison","year":"1994","journal-title":"Journal of Neurophysiology"},{"issue":"3","key":"10.3233\/IDA-170881_ref3","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1006\/nimg.1997.0290","article-title":"Multimodal image coregistration and partitioning\u00a0\u2013 a unified framework","volume":"6","author":"Ashburner","year":"1997","journal-title":"Neuroimage"},{"issue":"1","key":"10.3233\/IDA-170881_ref4","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.neuroimage.2009.12.024","article-title":"Evaluating functional localizers: The case of the ffa","volume":"50","author":"Berman","year":"2010","journal-title":"NeuroImage"},{"issue":"5","key":"10.3233\/IDA-170881_ref5","doi-asserted-by":"crossref","first-page":"704","DOI":"10.1162\/jocn.2003.15.5.704","article-title":"Patterns of activity in the categorical representations of objects","volume":"15","author":"Carlson","year":"2003","journal-title":"Journal of Cognitive Neuroscience"},{"issue":"4","key":"10.3233\/IDA-170881_ref6","doi-asserted-by":"crossref","first-page":"3414","DOI":"10.1016\/j.neuroimage.2009.11.022","article-title":"Distributed subordinate specificity for bodies, faces, and buildings in human ventral visual cortex","volume":"49","author":"de Beeck","year":"2010","journal-title":"Neuroimage"},{"issue":"4","key":"10.3233\/IDA-170881_ref7","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1109\/TSMC.1976.5408784","article-title":"The distance-weighted k-nearest-neighbor rule","author":"Dudani","year":"1976","journal-title":"Systems, Man and Cybernetics, IEEE Transactions on"},{"issue":"6676","key":"10.3233\/IDA-170881_ref8","doi-asserted-by":"crossref","first-page":"598","DOI":"10.1038\/33402","article-title":"A cortical representation of the local visual environment","volume":"392","author":"Epstein","year":"1998","journal-title":"Nature"},{"issue":"11","key":"10.3233\/IDA-170881_ref9","first-page":"619","article-title":"Human experimentation: Code of ethics of the world medical association (declaration of helsinki)","volume":"91","author":"Experimentation","year":"1964","journal-title":"Canadian Medical Association Journal"},{"issue":"3","key":"10.3233\/IDA-170881_ref11","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1002\/hbm.460030303","article-title":"Spatial registration and normalization of images","volume":"3","author":"Friston","year":"1995","journal-title":"Human Brain Mapping"},{"issue":"4","key":"10.3233\/IDA-170881_ref12","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1002\/hbm.460020402","article-title":"Statistical parametric maps in functional imaging: A general linear approach","volume":"2","author":"Friston","year":"1994","journal-title":"Human Brain Mapping"},{"issue":"3","key":"10.3233\/IDA-170881_ref13","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1002\/hbm.460010306","article-title":"Assessing the significance of focal activations using their spatial extent","volume":"1","author":"Friston","year":"1994","journal-title":"Human Brain Mapping"},{"key":"10.3233\/IDA-170881_ref14","first-page":"681","article-title":"Digital image processing","volume":"6","author":"Gonzales","year":"2002","journal-title":"New Jersey: Prentice Hall"},{"key":"10.3233\/IDA-170881_ref15","unstructured":"J. Han, M. Kamber and J. Pei, Data Mining: Concepts and Techniques, Elsevier, 2011."},{"issue":"4","key":"10.3233\/IDA-170881_ref16","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1002\/(SICI)1097-0193(1998)6:4<301::AID-HBM8>3.0.CO;2-7","article-title":"Intersubject variability of functional areas in the human visual cortex","volume":"6","author":"Hasnain","year":"1998","journal-title":"Human Brain Mapping"},{"issue":"2891","key":"10.3233\/IDA-170881_ref17","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1016\/S0262-4079(12)62916-9","article-title":"Mind-reading the meaning of words","volume":"216","author":"Heaven","year":"2012","journal-title":"New Scientist"},{"issue":"11","key":"10.3233\/IDA-170881_ref18","doi-asserted-by":"crossref","first-page":"4302","DOI":"10.1523\/JNEUROSCI.17-11-04302.1997","article-title":"The fusiform face area: A module in human extrastriate cortex specialized for face perception","volume":"17","author":"Kanwisher","year":"1997","journal-title":"The Journal of Neuroscience"},{"key":"10.3233\/IDA-170881_ref19","doi-asserted-by":"crossref","unstructured":"A. Mahmoudi, S. Takerkart, F. Regragui, D. Boussaoud and A. Brovelli, Multivoxel pattern analysis for fmri data: A review, Computational and Mathematical Methods in Medicine 2012 (2012).","DOI":"10.1155\/2012\/961257"},{"issue":"3","key":"10.3233\/IDA-170881_ref20","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1016\/j.neuroimage.2006.01.022","article-title":"fmri pattern classification using neuroanatomically constrained boosting","volume":"31","author":"Mart\u00ednez-Ram\u00f3n","year":"2006","journal-title":"Neuroimage"},{"issue":"1\u20132","key":"10.3233\/IDA-170881_ref21","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1023\/B:MACH.0000035475.85309.1b","article-title":"Learning to decode cognitive states from brain images","volume":"57","author":"Mitchell","year":"2004","journal-title":"Machine Learning"},{"key":"10.3233\/IDA-170881_ref22","first-page":"nsn044","article-title":"Revealing representational content with pattern-information fmri\u00a0\u2013 an introductory guide","author":"Mur","year":"2009","journal-title":"Social Cognitive and Affective Neuroscience"},{"issue":"4","key":"10.3233\/IDA-170881_ref23","doi-asserted-by":"crossref","first-page":"1303","DOI":"10.1016\/S1053-8119(03)00188-5","article-title":"Region of interest based analysis of functional imaging data","volume":"19","author":"Nieto-Castanon","year":"2003","journal-title":"Neuroimage"},{"issue":"9","key":"10.3233\/IDA-170881_ref24","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1016\/j.tics.2006.07.005","article-title":"Beyond mind-reading: multi-voxel pattern analysis of fmri data","volume":"10","author":"Norman","year":"2006","journal-title":"Trends in Cognitive Sciences"},{"issue":"7251","key":"10.3233\/IDA-170881_ref25","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1038\/nature08103","article-title":"Neural mechanisms of rapid natural scene categorization in human visual cortex","volume":"460","author":"Peelen","year":"2009","journal-title":"Nature"},{"key":"10.3233\/IDA-170881_ref26","unstructured":"W.D. Penny, K.J. Friston, J.T. Ashburner, S.J. Kiebel and T.E. Nichols, Statistical Parametric Mapping: The Analysis of Functional Brain Images: The Analysis of Functional Brain Images, Academic press, 2011."},{"issue":"1","key":"10.3233\/IDA-170881_ref27","doi-asserted-by":"crossref","first-page":"S199","DOI":"10.1016\/j.neuroimage.2008.11.007","article-title":"Machine learning classifiers and fmri: A tutorial overview","volume":"45","author":"Pereira","year":"2009","journal-title":"Neuroimage"},{"key":"10.3233\/IDA-170881_ref28","unstructured":"J. Poline, F. Kherif, C. Pallier and W. Penny, Contrasts and classical inference, Stat Parametr Mapp Anal Funct Brain Images Anal Funct Brain Images (2011)."},{"issue":"1","key":"10.3233\/IDA-170881_ref29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.neulet.2008.09.053","article-title":"A property of face representation at the categorical level","volume":"448","author":"Sung","year":"2008","journal-title":"Neuroscience Letters"},{"key":"10.3233\/IDA-170881_ref30","unstructured":"P.-N. Tan, M. Steinbach, V. Kumar et al., Introduction to Data Mining, volume 1, Pearson Addison Wesley Boston, 2006."},{"key":"10.3233\/IDA-170881_ref31","unstructured":"X. Wang, T.M. Mitchell and R. Hutchinson, Using machine learning to detect cognitive states across multiple subjects, CALD KDD Project Paper (2003)."},{"issue":"4","key":"10.3233\/IDA-170881_ref32","doi-asserted-by":"crossref","first-page":"620","DOI":"10.1097\/00004728-199207000-00024","article-title":"Rapid automated algorithm for aligning and reslicing pet images","volume":"16","author":"Woods","year":"1992","journal-title":"Journal of Computer Assisted Tomography"},{"issue":"3","key":"10.3233\/IDA-170881_ref33","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1006\/nimg.2000.0621","article-title":"Intersubject variability in cortical activations during a complex language task","volume":"12","author":"Xiong","year":"2000","journal-title":"Neuroimage"},{"issue":"5","key":"10.3233\/IDA-170881_ref34","doi-asserted-by":"crossref","first-page":"1498","DOI":"10.1093\/brain\/aws059","article-title":"Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis","volume":"135","author":"Zeng","year":"2012","journal-title":"Brain"},{"issue":"3","key":"10.3233\/IDA-170881_ref35","doi-asserted-by":"crossref","first-page":"856","DOI":"10.1016\/j.neuroimage.2011.01.008","article-title":"Multimodal classification of alzheimer\u2019s disease and mild cognitive impairment","volume":"55","author":"Zhang","year":"2011","journal-title":"Neuroimage"}],"container-title":["Intelligent Data Analysis"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/IDA-170881","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:17:53Z","timestamp":1777454273000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/IDA-170881"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,29]]},"references-count":34,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3233\/ida-170881","relation":{},"ISSN":["1088-467X","1571-4128"],"issn-type":[{"value":"1088-467X","type":"print"},{"value":"1571-4128","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,29]]}}}