期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于Look-alike和K-means算法的音乐冷启动问题研究
1
作者 王屯屯 《电脑知识与技术》 2022年第23期1-2,7,共3页
在音乐推荐领域,根据用户的行为习惯进行偏好建模并进行推荐。但是对于热度较低的音乐,由于很少有用户进行消费,几乎得不到推荐,导致系统中的马太效应越发明显,不利于音乐平台的长期发展。基于look-alike框架针对冷门音乐分别进行建模,... 在音乐推荐领域,根据用户的行为习惯进行偏好建模并进行推荐。但是对于热度较低的音乐,由于很少有用户进行消费,几乎得不到推荐,导致系统中的马太效应越发明显,不利于音乐平台的长期发展。基于look-alike框架针对冷门音乐分别进行建模,训练周期较长,且由于样本数量少,模型效果不理想。利用K-means算法对冷门歌曲进行聚类,再投入look-alike框架进行训练,训练周期大幅度缩短,且推荐准确率更高。 展开更多
关键词 look-alike kmeans 音乐推荐 冷启动
下载PDF
Comparison between radarsat-1 SAR different data modes for oil spill detection by a fractal box counting algorithm 被引量:1
2
作者 M.Marghany A.P.Cracknell M.Hashim 《International Journal of Digital Earth》 SCIE 2009年第3期237-256,共20页
This work presents a modified formula for the fractal box counting dimension.The method is based on the utilisation of the probability distribution formula in the fractal box count.The purpose of this method is to use... This work presents a modified formula for the fractal box counting dimension.The method is based on the utilisation of the probability distribution formula in the fractal box count.The purpose of this method is to use it for the discrimination of oil spill areas from the surrounding features,e.g.sea surface and look-alikes,using RADARSAT-1 SAR Wide beam mode(W1),Standard beam mode(S2)and Standard beam mode(S1)data acquisition under different wind speeds.The results show that the new formula is able to discriminate between oil spills and look-alike areas.The results also illustrate that the new fractal formula identifies well the deficiency of oil spills in pairs of S2 data.Further,there are no significant differences between fractal values of look-alikes,low wind zone,and current shear features in different beam modes for acquisition of RADARSAT-1 SAR data.The W1 mode data,however,show an error standard deviation of 0.002,thus performing a better discrimination of oil spills than the S1 and S2 mode data. 展开更多
关键词 RADARSAT-1 SAR oil spill look-alike low wind zone fractal dimension
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部