{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T18:45:36Z","timestamp":1757616336155,"version":"3.44.0"},"reference-count":12,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/icumt48472.2019.8970835","type":"proceedings-article","created":{"date-parts":[[2020,1,31]],"date-time":"2020-01-31T02:07:03Z","timestamp":1580436423000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Cloud Technologies and Machine Learning in Malignant Tumors Identification Via Raman Spectroscopy"],"prefix":"10.1109","author":[{"given":"Alexey S.","family":"Kovtunenko","sequence":"first","affiliation":[{"name":"Ufa State Aviation Technical University,Ufa,Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Azat R.","family":"Bilyalov","sequence":"additional","affiliation":[{"name":"Bashkir State Medical University,Ufa,Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentin N.","family":"Pavlov","sequence":"additional","affiliation":[{"name":"Bashkir State Medical University,Ufa,Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-2860(01)00527-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/path.1421"},{"key":"ref10","article-title":"The multi-agent platform for the distributed real-time data processing","volume":"2","author":"kovtunenko","year":"2013","journal-title":"Natural and Technical Sciences"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref11","article-title":"Use of machine learning for processing spectral characteristics of biological objects in diagnostic problems","volume":"10","author":"yakupov","year":"2018","journal-title":"Natural and Technical Sciences"},{"article-title":"Discriminant analysis and statistical pattern recognition","year":"2004","author":"mclachlan","key":"ref5"},{"key":"ref12","article-title":"Diagnosis of human malignant tumors based on the raman spectra analysis using machinelearning","author":"bilyalov","year":"0","journal-title":"Information Technologies for Intelligent Decision Making Support ITIDS'2018 Proceedings of the 6 International Conference"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30859-9_12"},{"key":"ref7","first-page":"1","article-title":"Raman spectroscopy and advanced mathematical modeling in the discrimination of human thyroid cell lines","volume":"1","author":"harris","year":"0","journal-title":"Head & Neck Oncology 2009"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1562\/2005-02-24-RA-449"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01168-0_51"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/ijc.11500"}],"event":{"name":"2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","start":{"date-parts":[[2019,10,28]]},"location":"Dublin, Ireland","end":{"date-parts":[[2019,10,30]]}},"container-title":["2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8964405\/8970669\/08970835.pdf?arnumber=8970835","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T18:10:58Z","timestamp":1757095858000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8970835\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":12,"URL":"https:\/\/doi.org\/10.1109\/icumt48472.2019.8970835","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}