The data mining Lab focuses on Knowledge discovery and Data Mining, especially the technology and application of Big Data, including algorithms of subspace clustering, regression and classification for complex data, active visual analysis technology for large scale data, multi-dimensional analysis and mining technology for large scale data, data mining and network security technology based on cloud computing, large scale data mining platform technology based on web service, industrial big data analysis and application technology (internet, power network, telecom etc.). The lab researches algorithms, system and platform of parallel data mining based on cloud computing and super computing, carries out applications in big data fields such as on internet, smart power network, telecom etc., and promote technology innovation, talent and industry development.
Key technologies and system development based on web service
Business Intelligent Service Platform based on Internet
代理彩票网娱乐登录•High performance data mining cluster;
•Large scale data management;
代理彩票网娱乐登录•Efficient parallel data mining algorithm;
•Compatible with a variety of terminals.
Mass malware identification key technology and application in phishing site detection
代理彩票网娱乐登录Fig.1 Phishing Watcher
•A direct supervised feature selection method is proposed in the project;
代理彩票网娱乐登录• An automatic classification algorithm and a fusion based on classification intelligent method for phishing site detection are proposed in the project, which based on clustering and clustering fusion;
代理彩票网娱乐登录•Set of advanced network security methods is proposed in the project and we apply them to cloud security platform successfully.