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Record
Title
Machine learning in the design phase of the construction
Type
Student Paper
Publ. year
2020
Author/s
Hiekkala, Erik
Department/s
Construction Management
In LUP since
2020-06-25
Downloads

Total This Year This Month
588 40 1
Downloads per country

United States of America 70 (12%)
Sweden 47 (8%)
India 45 (8%)
United Kingdom of Great Britain and Northern Ireland 41 (7%)
China 34 (6%)
Germany 28 (5%)
Egypt 18 (3%)
Nigeria 16 (3%)
Indonesia 13 (2%)
Iran 13 (2%)
Peru 12 (2%)
Hong Kong (China) 12 (2%)
South Korea 12 (2%)
Ethiopia 12 (2%)
Philippines 10 (2%)
Russian Federation 10 (2%)
Malaysia 10 (2%)
South Africa 9 (2%)
Turkiye 9 (2%)
Finland 9 (2%)
France 9 (2%)
Pakistan 9 (2%)
Kenya 8 (1%)
Taiwan (China) 8 (1%)
Australia 7 (1%)
Ghana 7 (1%)
Brazil 7 (1%)
Canada 7 (1%)
Portugal 5 (1%)
Netherlands (Kingdom of the) 5 (1%)
Italy 5 (1%)
Greece 5 (1%)
Nepal 5 (1%)
Thailand 4 (1%)
Ireland 3 (1%)
Viet Nam 3 (1%)
Spain 3 (1%)
Unknown 3 (1%)
Switzerland 3 (1%)
Serbia 2 (0%)
Iraq 2 (0%)
Jordan 2 (0%)
Czechia 2 (0%)
Cambodia 2 (0%)
Denmark 2 (0%)
Lithuania 2 (0%)
United Arab Emirates 2 (0%)
Zambia 2 (0%)
Norway 2 (0%)
Bangladesh 2 (0%)
Romania 2 (0%)
Morocco 2 (0%)
New Zealand 2 (0%)
Kazakhstan 1 (0%)
Uganda 1 (0%)
Burundi 1 (0%)
Lebanon 1 (0%)
Austria 1 (0%)
Croatia 1 (0%)
Belarus 1 (0%)
Zimbabwe 1 (0%)
Japan 1 (0%)
Colombia 1 (0%)
Rwanda 1 (0%)
Libya 1 (0%)
Algeria 1 (0%)
Mexico 1 (0%)
Belgium 1 (0%)
Tanzania, the United Republic of 1 (0%)
Ukraine 1 (0%)
Hungary 1 (0%)
Afghanistan 1 (0%)
Chile 1 (0%)
Albania 1 (0%)
Syrian Arab Republic 1 (0%)
Poland 1 (0%)
Saudi Arabia 1 (0%)
About
The download statistics shown here have been collected since the launch of LUP in October 2007 and are updated every night. Statistics are available for all records with open access fulltexts. Efforts have been made to exclude downloads by robots and track irregular download activities.

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Disclaimer
The information on downloads per country is based on the geolocation of IP addresses and may not be completely accurate. The statistics presented here may also change retroactively when the calculation process is improved to provide more accurate results.

Statistics Last Updated
Sat Jul 12 08:33:30 2025