Other applications of Machine Learning

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As it progressed, the Machine Learning project was informed about other developments of ML to produce official statistics. In particular, during a series of virtual sessions held in October 2020, several speakers were invited to provide an introduction on ML developments conducted in their statistical organisations, It is impoortant to note that they were not carried out within the ML project. The presentations are shared to further highlight the interest in advancing the use of ML.

Main statistical process	Development
Text classification	Belgium Flanders - A better statistic on innovative companies in Flanders using web scraping and machine learning
Text classification	OECD - SDG Financing Lab (to be shared)
Record linkage or matching	Canada - Machine Learning for Record Linkage at Statistics Canada
Record linkage or matching	USA BLS - Matching fatal injury records with supervised machine learning
Edit and Imputation	Canada - Investigating the use of ML methods in Banff and G-Sam.pdf
	Australia - Census Occupancy Imputation for Census 2021
Estimation and Analysis	Canada - Deploying Machine Learning Techniques for Crop Yield Prediction
Estimation and Analysis	OECD - Nowcasting Services Trade

Main statistical process	Development
Text classification	Belgium Flanders - A better statistic on innovative companies in Flanders using web scraping and machine learning
	OECD - SDG Financing Lab (to be shared)









Record linkage or matching	Canada - Machine Learning for Record Linkage at Statistics Canada
	USA BLS - Matching fatal injury records with supervised machine learning

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Other applications of Machine Learning