Sophistication of Monitoring Method for Spatial Distribution of Vacant Houses Using Machine Learning
A study on the estimation method of spatial distribution of vacant houses using municipal public data (Part 3)
Bibliographic Data
| ID | 19064112 |
|---|---|
| Authors | Yuki Akiyama (0000-0002-8790-0364, Tokyo City University, corresponding author), Hiroki Baba (0000-0003-2005-4578, Center for Southeast Asian Studies / Hakubi Center for Advanced Research, Kyoto University), Yoshiya Ono (Policy Research Institute for Land Infrastructure, Transport and Tourism, MLIT), Hideo Takaoka (Japan Real Estate Institute) |
| Year | 2021 |
| Volume | 86 |
| Issue | 786 |
| Pages | 2136-2146 |
| Publication date | 2021-08-29 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Architecture and Planning (Transactions of AIJ) (JOURNAL) |
| Journal identifiers | ISSN: 1340-4210 • E-ISSN: 1881-8161 |
| Publisher | Architectural Institute of Japan (PUBLISHER • JP) |
| DOI | 10.3130/aija.86.2136 |
| OpenAlex | W3203354386 |
| Language | EN |
| Citations received | 1 |
| References cited | 9 |
This study resolved the problem of Part 2 and refined the method for estimating the spatial distribution of vacant houses using public municipal data by addressing the following issues
Machine learning · Sociology · Sophistication · Computer Science · Land Use and Ecosystem Services · Urban and spatial planning · Urbanization and City Planning · Artificial Intelligence
| Citations per year | 1 |
|---|---|
| Citation span | 2025 - 2025 (1) |
| Highly cited | No |