{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:20:12Z","timestamp":1740100812989,"version":"3.37.3"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T00:00:00Z","timestamp":1655164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T00:00:00Z","timestamp":1655164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100005727","name":"Universidade de Coimbra","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005727","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,14]]},"DOI":"10.1109\/melecon53508.2022.9842909","type":"proceedings-article","created":{"date-parts":[[2022,8,3]],"date-time":"2022-08-03T19:34:25Z","timestamp":1659555265000},"page":"408-413","source":"Crossref","is-referenced-by-count":0,"title":["A Quick Review on Machine Learning Techniques in Code Comprehension and Code Review Estimated by Neurophysiological Data"],"prefix":"10.1109","author":[{"given":"Haytham","family":"Hijazi","sequence":"first","affiliation":[{"name":"University of Coimbra,CISUC,Coimbra,Portugal"}]},{"given":"Ricardo","family":"Couceiro","sequence":"additional","affiliation":[{"name":"University of Coimbra,CISUC,Coimbra,Portugal"}]},{"given":"Joao","family":"Castelhano","sequence":"additional","affiliation":[{"name":"University of Coimbra,ICNAS,Coimbra,Portugal"}]},{"given":"Miguel","family":"Castelo-Branco","sequence":"additional","affiliation":[{"name":"University of Coimbra,ICNAS\/CIBIT,Coimbra,Portugal"}]},{"given":"Paulo de","family":"Carvalho","sequence":"additional","affiliation":[{"name":"University of Coimbra,CISUC,Coimbra,Portugal"}]},{"given":"Henrique","family":"Madeira","sequence":"additional","affiliation":[{"name":"University of Coimbra,CISUC,Coimbra,Portugal"}]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1145\/2568225.2568266"},{"year":"0","author":"hijazi","journal-title":"iReview an Intelligent Code Review Evaluation Tool using Biofeedback","key":"ref11"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/2.402076"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1016\/j.infsof.2021.106563"},{"key":"ref14","first-page":"1","article-title":"Evaluation of machine learning techniques to classify code comprehension based on developers' EEG data","author":"gon\u00e7ales","year":"2020","journal-title":"Proceedings of the 19th Brazilian Symposium on Human Factors in Computing Systems"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1007\/978-3-642-27645-3"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1109\/RE.2013.6636705"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1109\/TSE.2022.3158543"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1590\/S0104-11692007000300023"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5121\/ijdkp.2015.5201","article-title":"A review on evaluation metrics for data classification evaluations","volume":"5","author":"hossin","year":"2015","journal-title":"International Journal of Data Mining & Knowledge Management Process"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1145\/2884781.2884803"},{"key":"ref4","article-title":"Machine learning overview","volume":"2","author":"ayodele","year":"2010","journal-title":"New Advances in Machine Learning"},{"doi-asserted-by":"publisher","key":"ref27","DOI":"10.1145\/3434643"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"381","DOI":"10.21275\/ART20203995","article-title":"Machine learning algorithms-a review","volume":"9","author":"mahesh","year":"2020","journal-title":"International Journal of Science and Research (IJSR) [Internet]"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1109\/ACCESS.2020.3040156"},{"year":"0","author":"hijazi","journal-title":"iReview an Intelligent Code Review Evaluation Tool using Biofeedback","key":"ref29"},{"key":"ref5","first-page":"149","article-title":"Unsupervised learning for expert-based software quality estimation","author":"zhong","year":"2004","journal-title":"HASE"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.3390\/s21072338"},{"year":"2021","author":"tsolaki","journal-title":"Estimation of difficulty in comprehending programming code based on complex network metrics of EEG data","key":"ref7"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1016\/j.jss.2021.110946"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1007\/s10586-017-0746-2"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1023\/A:1023760326768"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/ICPC.2019.00050"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1109\/ICSE.2017.24"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1109\/ICSE-NIER.2019.00018"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1007\/s10586-017-0746-2"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1109\/SANER.2016.107"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.22201\/icat.24486736e.2021.19.6.1299"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1109\/EMBC.2019.8856283"}],"event":{"name":"2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)","start":{"date-parts":[[2022,6,14]]},"location":"Palermo, Italy","end":{"date-parts":[[2022,6,16]]}},"container-title":["2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9842860\/9842863\/09842909.pdf?arnumber=9842909","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T17:18:24Z","timestamp":1727716704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9842909\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,14]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/melecon53508.2022.9842909","relation":{},"subject":[],"published":{"date-parts":[[2022,6,14]]}}}