DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS
This research study is an analysis of patent applications based on different input parameters. Nine patent indicators for describing patent applications are retrieved from the World Bank database. The method of ANFIS (adaptive neuro fuzzy inference system) is applied to selecting the most important...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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University of Niš
2017-08-01
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| Series: | Facta Universitatis. Series: Mechanical Engineering |
| Online Access: | http://casopisi.junis.ni.ac.rs/index.php/FUMechEng/article/view/2856 |
| _version_ | 1818352167768031232 |
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| author | Dušan Marković Dalibor Petković Vlastimir Nikolić Miloš Milovančević Nebojša Denić |
| author_facet | Dušan Marković Dalibor Petković Vlastimir Nikolić Miloš Milovančević Nebojša Denić |
| author_sort | Dušan Marković |
| collection | DOAJ |
| description | This research study is an analysis of patent applications based on different input parameters. Nine patent indicators for describing patent applications are retrieved from the World Bank database. The method of ANFIS (adaptive neuro fuzzy inference system) is applied to selecting the most important parameters for patent applications. The inputs are: charges for the use of intellectual property for payments and receipts, research and development expenditure, trademark applications for residents and nonresidents, researchers in research and development (R&D), technicians in R&D and high-technology exports. As the ANFIS outputs, patent applications for nonresidents and residents are considered. The results show that the combination of research and development expenditure and technicians in R&D is the most influential combination of input parameters for patent applications. |
| first_indexed | 2024-12-13T18:49:20Z |
| format | Article |
| id | doaj.art-84445f85ac774d24919db635cce68506 |
| institution | Directory Open Access Journal |
| issn | 0354-2025 2335-0164 |
| language | English |
| last_indexed | 2024-12-13T18:49:20Z |
| publishDate | 2017-08-01 |
| publisher | University of Niš |
| record_format | Article |
| series | Facta Universitatis. Series: Mechanical Engineering |
| spelling | doaj.art-84445f85ac774d24919db635cce685062022-12-21T23:34:59ZengUniversity of NišFacta Universitatis. Series: Mechanical Engineering0354-20252335-01642017-08-0115230731310.22190/FUME170511014M1353DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONSDušan MarkovićDalibor PetkovićVlastimir NikolićMiloš MilovančevićNebojša DenićThis research study is an analysis of patent applications based on different input parameters. Nine patent indicators for describing patent applications are retrieved from the World Bank database. The method of ANFIS (adaptive neuro fuzzy inference system) is applied to selecting the most important parameters for patent applications. The inputs are: charges for the use of intellectual property for payments and receipts, research and development expenditure, trademark applications for residents and nonresidents, researchers in research and development (R&D), technicians in R&D and high-technology exports. As the ANFIS outputs, patent applications for nonresidents and residents are considered. The results show that the combination of research and development expenditure and technicians in R&D is the most influential combination of input parameters for patent applications.http://casopisi.junis.ni.ac.rs/index.php/FUMechEng/article/view/2856 |
| spellingShingle | Dušan Marković Dalibor Petković Vlastimir Nikolić Miloš Milovančević Nebojša Denić DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS Facta Universitatis. Series: Mechanical Engineering |
| title | DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS |
| title_full | DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS |
| title_fullStr | DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS |
| title_full_unstemmed | DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS |
| title_short | DETERMINATION OF IMPORTANT PARAMETERS FOR PATENT APPLICATIONS |
| title_sort | determination of important parameters for patent applications |
| url | http://casopisi.junis.ni.ac.rs/index.php/FUMechEng/article/view/2856 |
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