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Title

Theme

Statistics Area

Country/Organisation

Reports

ML methods

Data Source

Data Type

Codes

Address Register Automated Image Recognition (AIR) model

Imagery Analysis

Australia

To be uploaded

Status

subtle	true
title	Convolutional Neural Network

Learning statistical information from images: a proof of concept

Imagery Analysis

Netherlands

To be uploaded

Status

subtle	true
title	Convolutional Neural Network

?? - Gitlab link (Joep: not public, yet? )

Arealstatistik Deep Learning (ADELE)

Imagery Analysis

Switzerland

To be uploaded

Status

subtle	true
title	Convolutional Neural Network

,

Status

subtle	true
title	Random Forest

Use of Landsat satellite data for the mapping of urban areas in non-census years

Imagery Analysis

Mexico

To be uploaded

Status

subtle	true
title	Extra Tree

,

Status

subtle	true
title	Convolutional Neural Network

Generic Pipeline for Production of Official Statistics Using Satellite Data and Machine Learning

Imagery Analysis

UNECE

To be uploaded

Status

subtle	true
title	General Document

Not applicable

Imputation of the variable “Attained Level of Education” in Base Register of Individuals

Edit & Imputation

Italy

To be uploaded

Status

subtle	true
title	Multi-Layer Perception

,

Status

subtle	true
title	Log-Linear

Python - Github link

Imputation in the sample survey on participation of Polish residents in trips

Edit & Imputation

Poland

To be uploaded

Status

subtle	true
title	CART

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	Optimal Weighted Nearest Neighbour

,

Status

subtle	true
title	Support Vector Machine

Machine learning methods for imputation

Edit & Imputation

Germany

To be uploaded

Status

subtle	true
title	K-Nearest-Neighbours

,

Status

subtle	true
title	Bayesian Networks

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	Support Vector Machine

Early estimates of energy balance statistics using machine learning

Edit & Imputation

Belgium VITO

To be uploaded

Status

subtle	true
title	Lasso Regression

,

Status

subtle	true
title	Linear Regression

,

Status

subtle	true
title	Neural Network

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	Ridge Regression

Python - Github link

Edit & Imputation

UK

To be uploaded

Editing in the Italian Register of the Public Administration

Edit & Imputation

Italy

To be uploaded

Status

subtle	true
title	Decision Tree

,

Status

subtle	true
title	Random Forest

Occupation and Economic activity coding using natural language processing

Coding & Classification

Mexico

To be uploaded

Status

subtle	true
title	Extra Tree

,

Status

subtle	true
title	Naive Bayes

,

Status

subtle	true
title	Xgboost

,

Status

subtle	true
title	Support Vector Machine

,

Status

subtle	true
title	Multi-Layer Perception

,

Status

subtle	true
title	Decision Tree

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	K-Nearest-Neighbours

,

Status

subtle	true
title	Logistic Regression

Survey data

Text data, Multivariate data

Python - File attachmen

Industry and Occupation Coding

Coding & Classification

Canada

To be uploaded

Status

subtle	true
title	Fasttest

Python - Github link

Sentiment Analysis of twitter data

Coding & Classification

Belgium Flanders

To be uploaded

Status

subtle	true
title	Word Embedding

,

Status

subtle	true
title	Logistic Regression

,

Status

subtle	true
title	Xgboost

,

Status

subtle	true
title	Random Forest

Python - Github link

Coding & Classification

Serbia

To be uploaded

Not available

Coding Workplace Injury and Illness

Coding & Classification

Labor Statistics

USA

To be uploaded

Status

subtle	true
title	Neural Network

Survey data

Text data

Python - Github link

Product Description to ECOICOP

Coding & Classification

?

Poland

To be uploaded

Status

subtle	true
title	Naive Bayes

,

Status

subtle	true
title	Logistic Regression

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	Support Vector Machine

,

Status

subtle	true
title	Neural Network

Web scraping data

Text data

Python - (to check with Marta and Krystyna)

Coding & Classification

Australia

To be uploaded

Automated Coding of IMF's Catalog of Time Series

Coding & Classification

IMF

To be uploaded

Coding & Classification

Iceland

To be uploaded

Standard Industrial Code Classification by Using Machine Learning

Coding & Classification

Business Registration Statistics?

Norway

To be uploaded

Status

subtle	true
title	Logistic Regression

,

Status

subtle	true
title	Random Forest

,

Status

subtle	true
title	Naive Bayes

,

Status

subtle	true
title	Support Vector Machine

,

Status

subtle	true
title	Fasttest

,

Status

subtle	true
title	Neural Network

Business registration data?

Text data

...

Seitenhierarchie

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Alte Version 21

Neue Version 22

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