عنوان المقالة:Approach for Spatial Database Mining
مازن سمير الحكيم | Mazin S Al-Hakeem | 6921
نوع النشر
مجلة علمية
المؤلفون بالعربي
Prof. Dr. Ala’a H. AL-Hamami, Assest Prof. Dr. Soukaena Hassan, Dr. Mazin Sameer Al-Hakeem
الملخص العربي
Most of the previous spatial mining works are depend on strategy of organizing the huge spatial data in a suitable data structure and usually the data organized as RTree. The data mining algorithms then applied on each level of R-Tree. This method causes time consuming and takes huge storage area and leads to inadequate results. The proposed approach suggests the following strategy for efficient spatial mining. It collects all the spatial data and organizes it (according to normalization and generalization) to a flat data base. After that the following steps will be executed: build the proposed spatial database, apply mining algorithms on the proposed Structure of the spatial data to extract the association rules, clusters and classes. Finally analyzes the resulted patterns from the mining algorithms.
تاريخ النشر
15/02/2012
الناشر
Baghdad College of Economic sciences University
رابط الملف
تحميل (265 مرات التحميل)
رابط خارجي
http://dr-mazin.net/Papers/2011/ApproachforSpatialDatabaseMining.pdf
الكلمات المفتاحية
Association rules, cluster, classes, data mining, spatial mining and spatial data mining
رجوع