Description: 以从医院病案室获得的3022例数据为样本，在完成样本数据库以及糖尿病并发症的多维数据集设计后，以糖尿病并发症流行病学知识发现为重点，研究定性数据定量化挖掘模型及算法引擎的设计与实现，即将关联模型引入糖尿病并发症的流行病学研究，应用集合论中的Apriori性质，实现关联规则的挖掘引擎设计。-cases from the hospital to obtain the data for 3,022 cases samples the completion of the sample database and diabetic complications multidimensional data sets design, Complications of diabetes epidemiology knowledge discovery as the focus, Quantitative study of qualitative data mining engine model and algorithm design and implementation, Relational Model forthcoming introduction of diabetic complications epidemiological studies, the application of set theory Apriori nature, Implementation of mining association rules engine design. Platform: |
Size: 313477 |
Author:Eric Cheng |
Hits:
Description: 以从医院病案室获得的3022例数据为样本，在完成样本数据库以及糖尿病并发症的多维数据集设计后，以糖尿病并发症流行病学知识发现为重点，研究定性数据定量化挖掘模型及算法引擎的设计与实现，即将关联模型引入糖尿病并发症的流行病学研究，应用集合论中的Apriori性质，实现关联规则的挖掘引擎设计。-cases from the hospital to obtain the data for 3,022 cases samples the completion of the sample database and diabetic complications multidimensional data sets design, Complications of diabetes epidemiology knowledge discovery as the focus, Quantitative study of qualitative data mining engine model and algorithm design and implementation, Relational Model forthcoming introduction of diabetic complications epidemiological studies, the application of set theory Apriori nature, Implementation of mining association rules engine design. Platform: |
Size: 313344 |
Author:Eric Cheng |
Hits:
Description: 提出一种基于免疫原理的人工免疫算法,用于模糊关联规则的挖掘. 该算法通过借鉴生物免疫系统中的克隆选择原理来实施优化操作,它直接从给出的数据中,通过优化机制自动确定每个属性对应的模糊集合,使推导出的满足条件的模糊关联规则数目最多. 将实际数据集和相关算法进行性能比较,实验结果表明了所提出算法的有效性-An algorithm is proposed for mining fuzzy association rules based on immune principles , which is mainly
inspired by the clonal selection principle of biological immune systems. It is employed to optimize the number of st rong rules that satisfy the specified thresholds by adjusting the parameters of fuzzy sets for each quantitative att ribute. The
performances of the algorithm is compared with other relevant algorithms and the experimental result s show the effectiveness of the algorithm. Platform: |
Size: 406528 |
Author:崔冰 |
Hits:
Search - quantitative association rules