{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T16:27:11Z","timestamp":1781713631650,"version":"3.54.5"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2015,3,1]],"date-time":"2015-03-01T00:00:00Z","timestamp":1425168000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1109\/jbhi.2014.2314856","type":"journal-article","created":{"date-parts":[[2014,4,2]],"date-time":"2014-04-02T18:31:19Z","timestamp":1396463479000},"page":"486-492","source":"Crossref","is-referenced-by-count":4,"title":["Aggregate Features in Multisample Classification Problems"],"prefix":"10.1109","volume":"19","author":[{"given":"Robert","family":"Varga","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S. Marie","family":"Matheson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew","family":"Hamilton-Wright","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.10.026"},{"key":"ref33","first-page":"340","article-title":"Internal measures of reliability in &#x2018;pattern discovery' based fuzzy inference","author":"hamilton-wright","year":"0","journal-title":"Proc 11th Int Conf Inform Process Manage Uncertainty in Knowledge-Based Syst"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2307\/2529686"},{"key":"ref31","first-page":"78","volume":"1","author":"haberman","year":"1979","journal-title":"Analysis of Qualitative Data (Springer Series in Statistics)"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1186\/1743-0003-7-8","article-title":"Bayesian aggregation versus majority vote in the characterization of nonspecific arm pain based on quantitative needle electromyography","volume":"7","author":"hamilton-wright","year":"2010","journal-title":"J Neuroeng Rehabil"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054142"},{"key":"ref36","article-title":"An empirical study of the naive Bayes classifier","author":"rish","year":"0","journal-title":"Proc IJCAI Workshop Empirical Methods Artif Intell"},{"key":"ref35","first-page":"171","author":"marsland","year":"2009","journal-title":"Machine Learning An Algorithmic Perspective (Machine Learning & Pattern Recognition Series)"},{"key":"ref34","first-page":"37","author":"duda","year":"1973","journal-title":"Pattern Classification and Scene Analysis"},{"key":"ref28","article-title":"Clinical decision support by fuzzy logic analysis of quantitative electromyographic data","author":"hamilton wright","year":"0"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB.2006.330949"},{"key":"ref29","first-page":"1168","article-title":"Fuzzy rule based decision making for electromyographic characterization","author":"hamilton-wright","year":"0","journal-title":"Proc 11th Int Conf Inf Process Manage Uncertainty in Knowledge-Based Syst"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICECS.1999.812238"},{"key":"ref20","first-page":"637","article-title":"How to determine the percentile value in the outlier analysis of quantitative electromyography","volume":"46","author":"sonoo","year":"2012","journal-title":"Muscle Nerve"},{"key":"ref22","first-page":"94, 1961","article-title":"Computational aspects of dynamic programming","author":"bellman","year":"0","journal-title":"Adaptive Control Processes A Guided Tour"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.mehy.2011.12.013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017197"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/e1020021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78534-7_1"},{"key":"ref25","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"0","journal-title":"Proc 14th Int Joint Conf Artif Intell"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2012.02.001"},{"key":"ref51","year":"2006","journal-title":"Proc 11th Int Conf Inf Processing and Manage Uncertainty Knowl -Based Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1001\/jama.293.10.1223"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2011.929"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS.2009.5156443"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/jnci\/djk018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.092"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"2936","DOI":"10.1109\/TBME.2010.2082540","article-title":"Regularized common spatial pattern with aggregation for EEG classification in small-sample setting","volume":"57","author":"lu","year":"2010","journal-title":"IEEE Trans Bio-Med Eng"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4598(199905)22:5<584::AID-MUS6>3.0.CO;2-0"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.840501"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2006.889930"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/mus.880170406"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2005.04.023"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S1350-4533(99)00064-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9124-7"},{"key":"ref6","article-title":"The normal motor unit action potential","volume":"1","author":"stashuk","year":"2002","journal-title":"Neuromuscular Function and Disease"},{"key":"ref5","first-page":"311","article-title":"Quantitative electromyography","volume":"1","author":"stashuk","year":"2002","journal-title":"Neuromuscular Function and Disease"},{"key":"ref8","author":"basmajian","year":"1985","journal-title":"Muscles Alive Their Functions Revealed by Electromyography"},{"key":"ref7","author":"stashuk","year":"0"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.04.024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4809(81)90012-4"},{"key":"ref46","first-page":"133","article-title":"On classification confidence and ranking using decision trees","author":"t\u00f3th","year":"0","journal-title":"Proc 11th Int Conf Intell Eng Syst"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2003.1174355"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1111\/j.1525-1497.2005.30145.x"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(01)00103-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2307\/2280779"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/sim.1438"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2001.938857"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ.2001.1009127"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/7053969\/06782399.pdf?arnumber=6782399","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:28:59Z","timestamp":1642004939000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6782399\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3]]},"references-count":51,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2014.2314856","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,3]]}}}