{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T12:29:18Z","timestamp":1764332958840,"version":"3.28.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/icton51198.2020.9203334","type":"proceedings-article","created":{"date-parts":[[2020,9,22]],"date-time":"2020-09-22T23:40:53Z","timestamp":1600818053000},"page":"1-4","source":"Crossref","is-referenced-by-count":10,"title":["Advanced Formulation of QoT-Estimation for Un-established Lightpaths Using Cross-train Machine Learning Methods"],"prefix":"10.1109","author":[{"given":"Ihtesham","family":"Khan","sequence":"first","affiliation":[]},{"given":"Muhammad","family":"Bilal","sequence":"additional","affiliation":[]},{"given":"Vittorio","family":"Curri","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.382557"},{"key":"ref11","first-page":"43","article-title":"(ai) methods in optical networks: A comprehensive survey","volume":"28","author":"javier","year":"2018","journal-title":"OSN"},{"key":"ref12","first-page":"31c","article-title":"Gnpy: an open source application for physical layer aware&#x2026;","volume":"12","author":"ferrari","year":"2020","journal-title":"JOCN"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/68.93270"},{"journal-title":"Mastering Machine Learning With Scikit-Learn","year":"2017","author":"hackeling","key":"ref14"},{"journal-title":"Supervised Learning","year":"0","key":"ref15"},{"journal-title":"An overview of gradient descent optimization algorithms","year":"2016","author":"ruder","key":"ref16"},{"journal-title":"Comparison of activation functions for deep neural networks","year":"2020","author":"kizrak","key":"ref17"},{"key":"ref4","first-page":"1","article-title":"Predicting optical power excursions in erbium &#x2026;","author":"freire","year":"0","journal-title":"ACP 2018"},{"key":"ref3","first-page":"3073","article-title":"Multi-Vendor Experimental Validation of an Open Source &#x2026;","volume":"36","author":"filer","year":"2018","journal-title":"JLT"},{"key":"ref6","first-page":"1","article-title":"Optical performance monitoring in fiber &#x2026;","author":"khan","year":"0","journal-title":"OFC 2018"},{"key":"ref5","first-page":"868","article-title":"Machine learning techniques for optical performance&#x2026;","volume":"35","author":"thrane","year":"2017","journal-title":"JLT"},{"key":"ref8","first-page":"140","article-title":"Accurate quality of transmission estimation&#x2026;","volume":"11","author":"ippokratis","year":"2019","journal-title":"JOCN"},{"key":"ref7","first-page":"th1j-1","article-title":"Qot estimation for unestablished lighpaths &#x2026;","author":"luca","year":"0","journal-title":"OFC"},{"key":"ref2","first-page":"12s","article-title":"Eon: A new dawn for the optical layer?","volume":"50","author":"ori","year":"2012","journal-title":"IEEE CM"},{"journal-title":"Cisco visual networking index Forecast and trends 2017&#x2013;2022","year":"2017","key":"ref1"},{"key":"ref9","first-page":"1","article-title":"Ann-based transfer learning for qot&#x2026;","author":"weiyang","year":"0","journal-title":"OFC 2018"}],"event":{"name":"2020 22nd International Conference on Transparent Optical Networks (ICTON)","start":{"date-parts":[[2020,7,19]]},"location":"Bari, Italy","end":{"date-parts":[[2020,7,23]]}},"container-title":["2020 22nd International Conference on Transparent Optical Networks (ICTON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9194588\/9203006\/09203334.pdf?arnumber=9203334","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T00:18:00Z","timestamp":1656375480000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9203334\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/icton51198.2020.9203334","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}