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Featured researches published by Chao Deng.


international conference on cloud computing | 2009

Cloud Computing Boosts Business Intelligence of Telecommunication Industry

Meng Xu; Dan Gao; Chao Deng; Zhiguo Luo; Shaoling Sun

Business Intelligence becomes an attracting topic in todays data intensive applications, especially in telecommunication industry. Meanwhile, Cloud Computing providing IT supporting Infrastructure with excellent scalability, large scale storage, and high performance becomes an effective way to implement parallel data processing and data mining algorithms. BC-PDM (Big Cloud based Parallel Data Miner) is a new MapReduce based parallel data mining platform developed by CMRI (China Mobile Research Institute) to fit the urgent requirements of business intelligence in telecommunication industry. In this paper, the architecture, functionality and performance of BC-PDM are presented, together with the experimental evaluation and case studies of its applications. The evaluation result demonstrates both the usability and the cost-effectiveness of Cloud Computing based Business Intelligence system in applications of telecommunication industry.


Archive | 2010

Data processing method and system thereof

Lei Chen; Chao Deng; Dan Gao; Qing He; Zhiguo Luo; Xudong Ma; Yafei Shen; Qing Tan; Meng Xu; Shihao Zheng; Wenhui Zhou


Archive | 2011

Method and device for generating decision tree in data mining system

Chao Deng; Meng Xu; Dan Gao; Zhiguo Luo; Wenhui Zhou; Shaoling Sun; Jianming Xiao; Yunfeng Duan


Archive | 2010

Association rule mining method and system thereof

Lei Chen; Chao Deng; Dan Gao; Qing He; Zhiguo Luo; Yafei Shen; Meng Xu; Li Zeng; Shihao Zheng; Wenhui Zhou


Archive | 2012

Method, system and device for data mining on basis of cloud computing

Chao Deng; Meng Xu; Dan Gao; Zhixiong Jiang; Zhiguo Luo; Shaoling Sun; Tao Tao; Yunfeng Duan; Hongling He


Archive | 2010

Method for determining data sample class and system thereof

Lei Chen; Chao Deng; Dan Gao; Qing He; Zhiguo Luo; Yafei Shen; Meng Xu; Shihao Zheng; Wenhui Zhou; Fuzhen Zhuang


Archive | 2010

Heterogeneous data table merging method and system thereof

Lei Chen; Chao Deng; Dan Gao; Qing He; Zhiguo Luo; Xudong Ma; Yafei Shen; Qing Tan; Meng Xu; Shihao Zheng; Wenhui Zhou


Archive | 2011

Method and system for mining data association rule

Dan Gao; Meng Xu; Chao Deng; Zhiguo Luo; Wenhui Zhou; Shaoling Sun; Qing He; Li Zeng


Archive | 2012

Application product development system, method and device and operation system, method and device

Zhixiong Jiang; Chao Deng; Dan Gao; Zhiguo Luo; Shaoling Sun


Archive | 2011

Data preprocessing method, system and device in data mining system

Dan Gao; Meng Xu; Chao Deng; Leitao Guo; Zhiguo Luo; Wenhui Zhou; Shaoling Sun; Tao Tao; Hongling He; Xiaoyang Lai

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Qing He

Chinese Academy of Sciences

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Qing Tan

Chinese Academy of Sciences

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Xudong Ma

Chinese Academy of Sciences

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Huifang Ma

Chinese Academy of Sciences

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Weizhong Zhao

Chinese Academy of Sciences

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