{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T17:42:13Z","timestamp":1774719733141,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/la-cci.2018.8625209","type":"proceedings-article","created":{"date-parts":[[2019,1,25]],"date-time":"2019-01-25T02:41:37Z","timestamp":1548384097000},"page":"1-6","source":"Crossref","is-referenced-by-count":13,"title":["Comparing Machine Learning Techniques for Dementia Diagnosis"],"prefix":"10.1109","author":[{"given":"A. J. C. C.","family":"Lins","sequence":"first","affiliation":[]},{"given":"M. T. C.","family":"Muniz","sequence":"additional","affiliation":[]},{"given":"C. J. A.","family":"Bastos-Filho","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s005210170018"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1109\/72.991427","article-title":"A comparison of methods for multiclass support vector machines","volume":"13","author":"hsu","year":"2002","journal-title":"IEEE Transactions on Neural Networks"},{"key":"ref30","first-page":"31","article-title":"Data splitting","author":"reitermanov\u00e1","year":"0","journal-title":"WDS&#x2019;10 Proceedings of Contributed Papers Part I"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2174\/1874091X01711010047"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0022-3956(75)90026-6"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"2412","DOI":"10.1212\/WNL.43.11.2412-a","article-title":"The clinical dementia rating (cdr): current version and scoring rules","volume":"43","author":"morris","year":"1993","journal-title":"Neurology"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1212\/01.wnl.0000172958.95282.2a"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1590\/S1516-18462008000400004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.63.5.693"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2006.06.006"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.15764\/AIA.2014.01006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.09.013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.11138\/FNeur\/2014.29.1.057"},{"key":"ref28","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"1995","journal-title":"Proceedings of the 14th International Joint Conference on Artificial Intelligence - Volume 2 ser IJCAI&#x2019;95"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s12031-009-9227-2"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00065-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.bcp.2013.12.024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(10)70223-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-009-9153-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2011.03.008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(07)70178-3"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2011.03.003"},{"key":"ref2","first-page":"106","article-title":"O processo de envelhecimento: as principais altera&#x00E7;&#x00F5;es que acontecem com o idoso com o passar dos anos","volume":"20","author":"fechine","year":"2012","journal-title":"Revista Cientfica Internacional"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2013.12.012"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1590\/S1983-14472012000400008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/13803395.2011.630651"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/10888438.2015.1107073"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/mds.26715"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1186\/1471-2105-7-3","article-title":"Gene selection and classification of microarray data using random forest","volume":"7","author":"d\u00edaz-uriarte","year":"2006","journal-title":"BMC Bioinformatics"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jtbi.2017.01.019","article-title":"Pdc-sgb: Prediction of effective drug combinations using a stochastic gradient boosting algorithm","volume":"417","author":"xu","year":"2017","journal-title":"Journal of Theoretical Biology"},{"key":"ref25","article-title":"Support vector machines","author":"moore","year":"2001","journal-title":"Carnegie Mellon University School of Computer Science"}],"event":{"name":"2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","location":"Gudalajara, Mexico","start":{"date-parts":[[2018,11,7]]},"end":{"date-parts":[[2018,11,9]]}},"container-title":["2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8609898\/8625198\/08625209.pdf?arnumber=8625209","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T23:35:28Z","timestamp":1643240128000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8625209\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/la-cci.2018.8625209","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}