{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T04:25:16Z","timestamp":1774671916897,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1109\/tbme.2016.2634531","type":"journal-article","created":{"date-parts":[[2016,12,2]],"date-time":"2016-12-02T19:27:22Z","timestamp":1480706842000},"page":"2288-2299","source":"Crossref","is-referenced-by-count":25,"title":["Topological Analysis and Gaussian Decision Tree: Effective Representation and Classification of Biosignals of Small Sample Size"],"prefix":"10.1109","volume":"64","author":[{"given":"Zhifei","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Yang","family":"Song","sequence":"additional","affiliation":[]},{"given":"Haochen","family":"Cui","sequence":"additional","affiliation":[]},{"given":"Jayne","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Fernando","family":"Schwartz","sequence":"additional","affiliation":[]},{"given":"Hairong","family":"Qi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-002-2885-2"},{"key":"ref38","first-page":"1953","article-title":"Persistent homology: An introduction and a new text representation for natural language processing","author":"zhu","year":"0","journal-title":"Proc 23rd Int Joint Conf Artif Intell"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/34.1000236"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1137\/070711669"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0056-x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24668-8_7"},{"key":"ref37","first-page":"31","article-title":"Persistent homology: Theory and practice","author":"edelsbrunner","year":"0","journal-title":"Proc Eur Conf Math"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-008-9094-6"},{"key":"ref35","first-page":"157","article-title":"Topological estimation using witness complexes","author":"de silva","year":"0","journal-title":"First Eurographics Conf Point-Based Graphics"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-07-01191-3"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/elps.201400284"},{"key":"ref40","first-page":"239","article-title":"Algebraic topology for computer vision","author":"freedman","year":"2011","journal-title":"Comput Vision"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2015.11.129"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2013.252133"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/S0036142903435259"},{"key":"ref14","author":"jr","year":"2004","journal-title":"Applied Logistic Regression"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.888466"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2015.7436317"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/97.475823"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.49.1840"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-004-1146-y"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-09-01249-X"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.aca.2012.10.060"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/34.765658"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1039\/c0lc00204f"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1021\/ac203245j"},{"key":"ref29","author":"edelsbrunner","year":"2010","journal-title":"Computational Topology An Introduction"},{"key":"ref5","author":"morgan","year":"2003","journal-title":"AC electrokinetics"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1063\/1.3467446"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNANO.2006.869645"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10404-010-0718-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2013.08.016"},{"key":"ref1","first-page":"3","article-title":"Somatic cell counts: A primer","volume":"40","author":"harmon","year":"0","journal-title":"Proc Annu Meeting&#x2014;Nat Mastitis Council Incorporated"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.58.6392"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/78.157290"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2014.2305700"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.82.1450"},{"key":"ref42","first-page":"293","article-title":"Bias of importance measures for multi-valued attributes and solutions","author":"deng","year":"0","journal-title":"Proc Artif Neural Netw Mach Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2014.7032359"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1007\/11494683_28","article-title":"Which is the best multiclass svm method? an empirical study","author":"duan","year":"2005","journal-title":"Multiple Classifier Systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854240"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/S1544-6123(03)00003-5"},{"key":"ref26","first-page":"1","article-title":"Sliding windows and persistence: An application of topological methods to signal analysis","author":"perea","year":"2013","journal-title":"Foundations Comput Math"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"215e","DOI":"10.1161\/01.CIR.101.23.e215","article-title":"Physiobank, physiotoolkit, and physionet components of a new research resource for complex physiologic signals","volume":"101","author":"goldberger","year":"2000","journal-title":"Circulation"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/02681119808806259"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/10\/8013177\/7765109-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/8013177\/07765109.pdf?arnumber=7765109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:50:55Z","timestamp":1649443855000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7765109\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":45,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2016.2634531","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9]]}}}