An OpenCL Framework for Fuzzy Associative Classification and its Application to Disease Prediction.

Procedia Computer Science(2013)

引用 4|浏览25
暂无评分
摘要
Recently, the broad availability of online and soft real-time data has been attracting corporations and researchers towards data analytics. Though newer and faster algorithms are developed, as the available dataset sizes increase exponentially, computational processing has been falling behind. The trend on computational resources is mostly towards multiple cores and parallel processing, while the CPU clock speed improvements are slowing down. An important computational resource is the Graphics Processing Unit with multiple-cores, surpassing 2,000 processing elements in one processing unit and operating at almost 5 teraflops capability, such as the recently introduced GeForce GTX Titan.
更多
查看译文
关键词
Fuzzy associative classification,disease prediction,rule mining,OpenCL,GPU,parallel-processing
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要