主流数据挖掘算法不能有效解决大规模数值数据集挖掘问题。提出了一种应用于大规模数值数据集改进的线性时间封闭项集挖掘(improved linear time closed item sets mining,ILCM)算法。ILCM算法使用能够提取属性共同变化量的渐进模式挖...主流数据挖掘算法不能有效解决大规模数值数据集挖掘问题。提出了一种应用于大规模数值数据集改进的线性时间封闭项集挖掘(improved linear time closed item sets mining,ILCM)算法。ILCM算法使用能够提取属性共同变化量的渐进模式挖掘方法,借鉴LCM算法的前缀保留闭合扩展思想,通过深度优先搜索输出频繁封闭渐进项集结果。实验证明,相比传统挖掘算法,ILCM能够显著提高算法运行效率和降低内存空间占用;并且能够有效处理如DNA微阵列等实际大型数值数据集挖掘。展开更多
Effects of interrupted ageing(T6I6) and asymmetric rolling on microstructures, mechanical properties, and intergranular corrosion(IGC) behaviors of Al-Mg-Si-Zn alloy were investigated. Results showed that the T6 alloy...Effects of interrupted ageing(T6I6) and asymmetric rolling on microstructures, mechanical properties, and intergranular corrosion(IGC) behaviors of Al-Mg-Si-Zn alloy were investigated. Results showed that the T6 alloy has the lowest strength and the worst IGC resistance, while the T6I6 alloy has higher strength and better IGC resistance.What’ s more, the alloy treated by pre-rolling deformation has higher strength and better IGC resistance;and the alloy treated by the pre-asymmetry rolling achieves the highest strength, the best IGC resistance and lower elongation. The mechanical properties depend on microstructures such as the grain size, texture, dislocation density and precipitation, the grain boundary misorientation and grain boundary microstructure are responsible for the IGC resistance.展开更多
文摘主流数据挖掘算法不能有效解决大规模数值数据集挖掘问题。提出了一种应用于大规模数值数据集改进的线性时间封闭项集挖掘(improved linear time closed item sets mining,ILCM)算法。ILCM算法使用能够提取属性共同变化量的渐进模式挖掘方法,借鉴LCM算法的前缀保留闭合扩展思想,通过深度优先搜索输出频繁封闭渐进项集结果。实验证明,相比传统挖掘算法,ILCM能够显著提高算法运行效率和降低内存空间占用;并且能够有效处理如DNA微阵列等实际大型数值数据集挖掘。
基金Project(TC190H3ZV/2) supported by the National Building Project of Application Demonstration Platform on New Materials Products,China。
文摘Effects of interrupted ageing(T6I6) and asymmetric rolling on microstructures, mechanical properties, and intergranular corrosion(IGC) behaviors of Al-Mg-Si-Zn alloy were investigated. Results showed that the T6 alloy has the lowest strength and the worst IGC resistance, while the T6I6 alloy has higher strength and better IGC resistance.What’ s more, the alloy treated by pre-rolling deformation has higher strength and better IGC resistance;and the alloy treated by the pre-asymmetry rolling achieves the highest strength, the best IGC resistance and lower elongation. The mechanical properties depend on microstructures such as the grain size, texture, dislocation density and precipitation, the grain boundary misorientation and grain boundary microstructure are responsible for the IGC resistance.