s1lent9o Goto Github PK
Name: S1lent9o
Type: User
Name: S1lent9o
Type: User
Anomaly detection related books, papers, videos, and toolboxes
现有聚类算法面向高维稀疏数据多未考虑类簇可重叠和离群点的存在,导致聚类效果不理想。针对此,提出一种可重叠子空间K-Means聚类算法(An Overlapping Subspace K-Means Clustering Algorithm, OS-K-Means)。给出类簇子空间计算策略,在聚类过程中动态更新每个类簇的属性子空间,并定义合理的约束函数指导聚类过程,从而实现类簇的可重叠性与寻找离群点的效果。具体地,定义合理的目标函数对传统的K-Means算法进行修正,利用熵权约束分别计算每个类簇中每个维度的权重,使用权重值来标识对不同类簇中维度的相对重要性,并加入对重叠程度和离群值数量控制的参数。
《推荐系统实践》代码实现
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.