Forecasting and analysis of domestic solid waste generation in districts of istanbul with support vector regression
dc.authorid | 0000-0002-8649-6013 | |
dc.authorid | 0000-0003-3903-7356 | |
dc.authorid | 0000-0002-8649-6013 | en_US |
dc.authorid | 0000-0003-3903-7356 | en_US |
dc.contributor.author | Özçelik, Şuayb Talha | en_US |
dc.contributor.author | Tek, Faik Boray | en_US |
dc.date.accessioned | 2020-11-27T12:30:26Z | |
dc.date.available | 2020-11-27T12:30:26Z | |
dc.date.issued | 2020-10-12 | |
dc.department | Işık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
dc.department | Işık University, Faculty of Engineering, Department of Computer Engineering | en_US |
dc.description.abstract | Waste planning is essential for large and developing cities such as Istanbul. In this report, we perform data analysis on "Waste Amount Based on District, Year and Waste Type"dataset shared by Istanbul Metropolitan Municipality. After analyzing the waste of the districts, we used support vector regression (SVR) to forecast the waste amounts for the coming years. The analysis has shown an overall increasing trend in the waste generation, although it dropped in 2019. The SVR predicts that the most waste generating district will be Küçükçekmece in the coming years. | en_US |
dc.identifier.citation | Özçelik, Ş. T. & Tek, F. B. (2020). Forecasting and analysis of domestic solid waste generation in districts of istanbul with support vector regression. Paper presented at the 2020 5th International Conference on Computer Science and Engineering (UBMK), 366-371. doi:10.1109/UBMK50275.2020.9219368 | en_US |
dc.identifier.doi | 10.1109/UBMK50275.2020.9219368 | |
dc.identifier.endpage | 371 | |
dc.identifier.isbn | 9781728175652 | |
dc.identifier.isbn | 9781728175645 | |
dc.identifier.isbn | 9781728175669 | |
dc.identifier.scopus | 2-s2.0-85095709738 | en_US |
dc.identifier.scopusquality | N/A | en_US |
dc.identifier.startpage | 366 | |
dc.identifier.uri | https://hdl.handle.net/11729/2975 | |
dc.identifier.uri | http://dx.doi.org/10.1109/UBMK50275.2020.9219368 | |
dc.identifier.wos | WOS:000629055500071 | en_US |
dc.identifier.wosquality | N/A | en_US |
dc.indekslendigikaynak | Web of Science | en_US |
dc.indekslendigikaynak | Scopus | en_US |
dc.indekslendigikaynak | Conference Proceedings Citation Index – Science (CPCI-S) | en_US |
dc.institutionauthor | Özçelik, Şuayb Talha | en_US |
dc.institutionauthor | Tek, Faik Boray | en_US |
dc.language.iso | en | en_US |
dc.peerreviewed | Yes | en_US |
dc.publicationstatus | Published | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
dc.relation.ispartof | 2020 5th International Conference on Computer Science and Engineering (UBMK) | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Waste generation | en_US |
dc.subject | Solid waste management | en_US |
dc.subject | Cardboard | en_US |
dc.subject | Data mining | en_US |
dc.subject | IBB | en_US |
dc.subject | Istanbul metropolitan | en_US |
dc.subject | SVR | en_US |
dc.subject | Computer science | en_US |
dc.subject | Computers | en_US |
dc.subject | Engineering | en_US |
dc.subject | Industrial engineering | en_US |
dc.subject | Developing cities | en_US |
dc.subject | Domestic solid wastes | en_US |
dc.subject | Istanbul | en_US |
dc.subject | Metropolitan municipalities | en_US |
dc.subject | Support vector regression (SVR) | en_US |
dc.subject | Support vector regression | en_US |
dc.subject | Hafnium compounds | en_US |
dc.subject | Global positioning system | en_US |
dc.subject | Optical fibers | en_US |
dc.subject | Data analysis | en_US |
dc.subject | Support vector machines | en_US |
dc.subject | Planning | en_US |
dc.subject | Environmental science computing | en_US |
dc.subject | Municipal solid waste | en_US |
dc.subject | Regression analysis | en_US |
dc.subject | Waste handling | en_US |
dc.subject | Waste amounts | en_US |
dc.subject | Waste planning | en_US |
dc.subject | Istanbul metropolitan municipality | en_US |
dc.subject | Domestic solid waste generation | en_US |
dc.subject | Waste generating district | en_US |
dc.subject | IBA Istanbul metropolitan | en_US |
dc.title | Forecasting and analysis of domestic solid waste generation in districts of istanbul with support vector regression | en_US |
dc.type | Conference Object | en_US |