Academic Journal
Research on Reconstruction Factor Model of Old Residential Area Based on Multi-Modal Data Fusion
| العنوان: | Research on Reconstruction Factor Model of Old Residential Area Based on Multi-Modal Data Fusion |
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| المؤلفون: | Zhaofeng Yu, Shuyang Yang, Chongbao Ren, Xialing Sun |
| المصدر: | Tehnički Vjesnik, Vol 32, Iss 1, Pp 88-97 (2025) |
| بيانات النشر: | Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek, 2025. |
| سنة النشر: | 2025 |
| المجموعة: | LCC:Engineering (General). Civil engineering (General) |
| مصطلحات موضوعية: | comprehensive factor evaluation, data fusion, element model, multimodal, renovation of old residential areas, Engineering (General). Civil engineering (General), TA1-2040 |
| الوصف: | The green transformation of old residential areas is a major livelihood project and development project to promote urban renewal and meet the needs of the people for a better life, and an important way to realize the sustainable development of stock buildings. Firstly, in the transformation elements, an adaptive modal weight updating mechanism is designed to dynamically adjust the modal weights in the process of coclustering fusion, so as to meet the dynamic change requirements of the modal influence on the fusion results and improve the scalability of the algorithm. Secondly, the evaluation index system of comprehensive elements of green transformation in old residential areas is established and improved, and the attribute hierarchy model is used to determine the index weights. Finally, taking the reconstruction elements of old residential areas as the basic unit of matters-element extension theory, the multi-modal data fusion reconstruction element model is constructed, which provides a new perspective and new ideas for the formulation of old residential areas reconstruction plan. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1330-3651 1848-6339 |
| Relation: | https://hrcak.srce.hr/file/471024; https://doaj.org/toc/1330-3651; https://doaj.org/toc/1848-6339 |
| DOI: | 10.17559/TV-20240802001898 |
| URL الوصول: | https://doaj.org/article/a4ee7019003c4a56bb22b1487d5866ec |
| رقم الانضمام: | edsdoj.4ee7019003c4a56bb22b1487d5866ec |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 13303651 18486339 |
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| DOI: | 10.17559/TV-20240802001898 |