Di Yao
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This user is a student of Institute of Computing Technology, Chinese Academy of Sciences. |
Summary
I am a Ph.D. Candidate in ICT (Institute of Computing Technology, Chinese Academy of Sciences) During the past period in ICT, I gained helpful and rich experience of traditional network, cloud computing and software defined network. Currently, I’m interested in NLP, machine learning algorithms and trajectory data mining.
Skills
Python, Matlab, Java
Job History
May 2015 - Present Ph.D. Candidate | Institute of Computing Technology, Chinese Academy of Sciences Participate in the research project "Trajectory Data mining in Shipping". I worked as a technical director. We use PGM and hierarchical clustering methods to mining shipping entity. Based on the entity and trajectory, we developed a shipping anomaly detection system to monitor the ship's behavior.
March 2015 - May 2015 Ph.D. Candidate | Institute of Computing Technology, Chinese Academy of Sciences Participate in the project “Research on Target Recognition Key Technology Based on Massive Satellite Data”. Responsible for the development of the "Massive Satellite Data Processing Subsystem" and optimized the efficiency of mass data storage and retrieval.
July 2014 - March 2015 Ph.D. Candidate | Institute of Computing Technology, Chinese Academy of Sciences Leading the project "Research on Short Text Analysis", focus on improve the accuracy of short text classification. We proposed a method which solves data sparsity problem of short text without any external data source. The document representation is enriched by adding the word semantic similarity information.
September 2013 - July 2014 Ph.D. Candidate | Institute of Computing Technology, Chinese Academy of Sciences Participate in the project "SDN (Software-Defined-Network) Vulnerability Analysis". Responsible for analyzing problems in the commercial process and vulnerability of OpenFlow protocol and modified the Openflow Controller Floodlight to make controller support the development of security policies
February 2013 - September 2013 Intern | Institute of Computing Technology, Chinese Academy of Sciences Participate in the project “Research on Virtual Network Configuration in Cloud computing Datacenter”. Responsible for the research of virtual machine live migration technology and completed a thesis for my bachelor degree based on this project.
August 2011 - December 2011 Intern | Dafeng Technology Participate in the development of an android app named Smart Home. Responsible for the development of the communication process between controllers and clients.
Education History
BS, Software Engineering Northeastern University Ph.D. Candidate, Computer Science University of Chinese Academy of Sciences Supervisor: Prof. Jingping Bi
