{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T01:29:24Z","timestamp":1772414964327,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,14]],"date-time":"2021-07-14T00:00:00Z","timestamp":1626220800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,14]],"date-time":"2021-07-14T00:00:00Z","timestamp":1626220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,14]],"date-time":"2021-07-14T00:00:00Z","timestamp":1626220800000},"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":[],"published-print":{"date-parts":[[2021,7,14]]},"DOI":"10.1109\/icit52682.2021.9491722","type":"proceedings-article","created":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T01:29:46Z","timestamp":1627349386000},"page":"864-869","source":"Crossref","is-referenced-by-count":8,"title":["Leveraging the Power of Machine Learning for Performance Evaluation Prediction in Wireless Sensor Networks"],"prefix":"10.1109","author":[{"given":"Siham","family":"Zroug","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ikram","family":"Remadna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laid","family":"Kahloul","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saber","family":"Benharzallah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sadek Labib","family":"Terrissa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.36001\/ijphm.2021.v12i1.2378"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.4018\/IJHISI.2021010102"},{"key":"ref10","first-page":"41","article-title":"A comprehensive foundation","volume":"2","author":"haykin","year":"2004","journal-title":"Neural Networks"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2320099"},{"key":"ref12","first-page":"625","article-title":"Delay prediction for intelligent routing in wireless networks using neural networks","author":"guo","year":"2006","journal-title":"2006 IEEE International Conference on Networking Sensing and Control"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2010.07.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.10.024"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2009.5179075"},{"key":"ref16","year":"2021","journal-title":"Prowler Probabilistic wireless network simulator"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1504\/IJSNET.2017.084207"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2866942"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2707140"},{"key":"ref28","article-title":"Algorithms for hyper-parameter optimization","volume":"24","author":"bergstra","year":"2011","journal-title":"The 25th Annual Conference on Neural Information Processing Systems NIPS 2011"},{"key":"ref4","first-page":"1","article-title":"Modeling and simulation of the ieee 802.11 e wireless protocol with hidden nodes using colored petri nets","author":"coronado","year":"2020","journal-title":"Software and Systems Modeling"},{"key":"ref27","article-title":"Cpn-tool can be downloaded (free for academics) from","year":"0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-2677-9_20"},{"key":"ref6","first-page":"870","article-title":"Machine learning. 1997","volume":"45","author":"mitchell","year":"1997"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref5","first-page":"1","article-title":"A hierarchical formal method for performance evaluation of wsns protocol","author":"zroug","year":"2021","journal-title":"Computing"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.04.006"},{"key":"ref7","volume":"9","author":"mitchell","year":"2006","journal-title":"The discipline of machine learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.112613.00094"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1900654116"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(01)00302-4"},{"key":"ref20","first-page":"71","article-title":"The","volume":"12","author":"duffy","year":"1997","journal-title":"what\" and\" how\" of learning in design \" IEEE Expert"},{"key":"ref22","volume":"4","author":"abu-mostafa","year":"2012","journal-title":"Learning From Data"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/219717.219768"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29407-6_33"},{"key":"ref23","author":"maruster","year":"2003","journal-title":"A Machine Learning Approach to Understand Business Processes"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"542","DOI":"10.1109\/TNN.2009.2015974","article-title":"Semi-supervised learning","volume":"20","author":"chapelle","year":"2009","journal-title":"IEEE Transactions on Neural Networks"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-819154-5.00023-0"}],"event":{"name":"2021 International Conference on Information Technology (ICIT)","location":"Amman, Jordan","start":{"date-parts":[[2021,7,14]]},"end":{"date-parts":[[2021,7,15]]}},"container-title":["2021 International Conference on Information Technology (ICIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9491111\/9491112\/09491722.pdf?arnumber=9491722","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:48:20Z","timestamp":1652197700000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9491722\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,14]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/icit52682.2021.9491722","relation":{},"subject":[],"published":{"date-parts":[[2021,7,14]]}}}