Exploring the Patterns and Relationships of Urban Attributes by Data Mining

被引：0
|
作者：
Sokmenoglu, Ahu [1 ]
Cagdas, Gulen [2 ]
Sariyildiz, Sevil [3 ]
机构：
[1] ITU, Istanbul, Turkey
[2] ITU, Istanbul, Turkey
[3] Delft Univ Technol, Istanbul, Turkey
来源：
ECAADE 2010: FUTURE CITIES | 2010年
关键词：
Urban feature analysis; data mining; urban database; urban context; urban attributes;
D O I：
暂无
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
This paper introduce an ongoing research project aiming to research data mining as a methodology of knowledge discovery in urban feature analysis. A methodology is developed for formulation and analysis of an urban database by applying data mining methodologies in order to identify the patterns and relationships among multiple urban attributes. The urban database is built upon real and official data of a historical neighborhood of Istanbul.
引用
收藏
页码：873 / 881
页数：9
相关论文
共 50 条
  • [41] Algorithms for Telemetry Data Mining using Discrete Attributes
    Ofer, Roy B.
    Eldar, Adi
    Shalev, Adi
    Resheff, Yehezkel S.
    ICPRAM: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS, 2017, : 309 - 317
  • [42] Distributed Mining Core of Attributes on Horizontally Partitioned Data
    Hu, Dan
    Yu, Xianchuan
    Feng, Yuanfu
    PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 1083 - +
  • [43] Mining low dimensionality data streams of continuous attributes
    Ferrer-Troyano, FJ
    Aguilar-Ruiz, JS
    Riquelme, JC
    PROGRESS IN ARTIFICIAL INTELLIGENCE-B, 2003, 2902 : 264 - 278
  • [44] Mining of Classification Patterns in Clinical Data through Data Mining Algorithms
    Jacob, Shomona Gracia
    Ramani, R. Geetha
    PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI'12), 2012, : 997 - 1003
  • [45] Essential Attributes Generation for Some Data Mining Tasks
    Krawczak, Maciej
    Szkatula, Grazyna
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2014, PT II, 2014, 8468 : 52 - 62
  • [46] Exploring the Configurational Relationships between Urban Heat Island Patterns and the Built Environment: A Case Study of Beijing
    Xu, Jing
    Liu, Yihui
    Cao, Jianfei
    ATMOSPHERE, 2024, 15 (10)
  • [47] Urban data and urban design: A data mining approach to architecture education
    Valls, Francesc
    Redondo, Ernesto
    Fonseca, David
    Torres-Kompen, Ricardo
    Villagrasa, Sergi
    Marti, Nuria
    TELEMATICS AND INFORMATICS, 2018, 35 (04) : 1039 - 1052
  • [48] Exploring the Evolutionary Patterns of Urban Activity Areas Based on Origin-Destination Data
    Shi, Xiaoying
    Lv, Fanshun
    Seng, Dewen
    Xing, Baixi
    Chen, Jing
    IEEE ACCESS, 2019, 7 : 20416 - 20431
  • [49] Public urban open spaces and patterns of users: Exploring behavioural data using GIS
    Golicnik, B
    DESIGNING SOCIAL INNOVATION: PLANNING, BUILDING, EVALUATING, 2005, : 167 - 175
  • [50] Controlling the visualization: Evaluating spatial data mining patterns while exploring a familiar geographic environment
    Lobben, AK
    Ninth International Conference on Information Visualisation, Proceedings, 2005, : 764 - 769
12345