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Record
Title
Exploring the technology of machine learning to improve the demand forecasting
Type
Student Paper
Publ. year
2018
Author/s
Gerdtham, Viktoria; Nilsson, Karolina
Department/s
Engineering Logistics
In LUP since
2018-06-18
Downloads

Total This Year This Month
2570 50 5
Downloads per country

United States of America 397 (15%)
India 333 (13%)
Sweden 272 (11%)
Germany 180 (7%)
United Kingdom of Great Britain and Northern Ireland 89 (3%)
France 76 (3%)
Unknown 58 (2%)
Canada 46 (2%)
South Korea 46 (2%)
Russian Federation 42 (2%)
Italy 42 (2%)
Singapore 41 (2%)
Netherlands (Kingdom of the) 40 (2%)
Pakistan 38 (1%)
Viet Nam 36 (1%)
China 36 (1%)
Turkiye 34 (1%)
Malaysia 33 (1%)
Brazil 31 (1%)
Hong Kong (China) 30 (1%)
Indonesia 27 (1%)
Denmark 27 (1%)
Japan 27 (1%)
Spain 26 (1%)
Taiwan (China) 26 (1%)
Thailand 24 (1%)
Australia 22 (1%)
South Africa 21 (1%)
Chile 20 (1%)
Iran 20 (1%)
Poland 18 (1%)
Mexico 18 (1%)
Norway 17 (1%)
Philippines 17 (1%)
Morocco 16 (1%)
Sri Lanka 16 (1%)
Peru 14 (1%)
Belgium 14 (1%)
Ukraine 14 (1%)
Ireland 13 (1%)
Kenya 12 (0%)
Switzerland 12 (0%)
Algeria 11 (0%)
Slovenia 11 (0%)
Egypt 11 (0%)
Austria 10 (0%)
Colombia 10 (0%)
United Arab Emirates 10 (0%)
Saudi Arabia 10 (0%)
Greece 10 (0%)
Tunisia 10 (0%)
Israel 9 (0%)
Portugal 9 (0%)
Ethiopia 8 (0%)
Romania 8 (0%)
Zimbabwe 7 (0%)
Czechia 7 (0%)
Trinidad and Tobago 7 (0%)
Finland 7 (0%)
Belarus 6 (0%)
New Zealand 6 (0%)
Nigeria 6 (0%)
Serbia 5 (0%)
Lithuania 5 (0%)
Bangladesh 5 (0%)
Rwanda 4 (0%)
Paraguay 3 (0%)
French Polynesia 3 (0%)
Ghana 3 (0%)
Latvia 3 (0%)
Bulgaria 3 (0%)
Ecuador 3 (0%)
Bolivia 3 (0%)
Hungary 2 (0%)
Lebanon 2 (0%)
Kazakhstan 2 (0%)
Estonia 2 (0%)
Argentina 2 (0%)
Slovakia 2 (0%)
Uganda 2 (0%)
Myanmar 2 (0%)
Iraq 2 (0%)
Croatia 2 (0%)
Namibia 2 (0%)
Fiji 1 (0%)
Maldives 1 (0%)
Uruguay 1 (0%)
Macedonia 1 (0%)
Syrian Arab Republic 1 (0%)
Tanzania, the United Republic of 1 (0%)
Botswana 1 (0%)
Qatar 1 (0%)
Eritrea 1 (0%)
Cameroon 1 (0%)
Malta 1 (0%)
Madagascar 1 (0%)
Libya 1 (0%)
Guatemala 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.

About accessibility

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
Sun Jul 27 08:29:52 2025