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=== Databases and automated prediction === In February 2011, [[Alfa Aesar]] released over 10,000 melting points of compounds from their catalog as [[open data]]<ref name="LangGuha">{{cite journal |last1=Bradley |first1=Jean-Claude |last2=Lang |first2=Andrew |last3=Williams |first3=Antony |last4=Curtin |first4=Evan |date=11 August 2011 |title=ONS Open Melting Point Collection |journal=Nature Precedings |doi=10.1038/npre.2011.6229.1 |doi-access=free}} [http://www.qsardb.org/repository/predictor/10967/104?model=rf Model] published on [[QsarDB]] retrieved 13 September 2013.</ref> and similar data has been [[data mining|mined]] from [[patent]]s.<ref name=Tetko/> The Alfa Aesar and patent data have been summarized in (respectively) [[random forest]]<ref name=LangGuha/> and [[support vector machine]]s.<ref name="Tetko">{{cite journal |last1=Tetko |first1=Igor V |last2=m. Lowe |first2=Daniel |last3=Williams |first3=Antony J |year=2016 |title=The development of models to predict melting and pyrolysis point data associated with several hundred thousand compounds mined from PATENTS |journal=Journal of Cheminformatics |volume=8 |pages=2 |doi=10.1186/s13321-016-0113-y |pmc=4724158 |pmid=26807157 |doi-access=free}} [http://ochem.eu/article/99826 Model]{{Dead link|date=March 2024|bot=InternetArchiveBot|fix-attempted=yes}} published on [[OCHEM]] retrieved 18 June 2016.</ref>
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