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Supervisor of Master's Candidates

Date of Birth:1983-05-12

E-Mail:

School/Department:School of Computer Science and Infomation Engineering

Education Level:With Certificate of Graduation for Doctorate Study

Business Address:A1002

Gender:Female

Contact Information:Email:yangjuan@hfut.edu.cn yangjuan6985@163.com

Degree:Doctoral Degree in Engineering

Status:Employed

Alma Mater:Hefei University of Technology

Discipline:Pattern Recognition and Intelligent Systems
Other specialties in Software Engineering
Computer Software and Theory
Computer Applications Technology
Other specialties in Computer Science and Technology

Yang Juan

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Date of Birth:1983-05-12

Gender:Female

Education Level:With Certificate of Graduation for Doctorate Study

Alma Mater:Hefei University of Technology

Scientific Research

Current position: Home / Scientific Research

Research Field

    In 2002, I was admitted to the School of Science at Hefei University of Technology and obtained Bachelor's, Master's, and Doctoral degrees in 2006, 2009, and 2012, respectively. I have been engaged in teaching and researching at the School of Computer and Information Technology, Hefei University of Technology since January 2013. Currently, I am in charge of one National Natural Science Foundation, leading multiple enterprise commissioned projects under research, participating in two National Natural Science Foundation projects and one National Key R&D Program. I have completed the Anhui Provincial Natural Science Foundation Youth Project, China Postdoctoral Foundation, the University Academic Newcomer Enhancement Program and University Young Teacher Innovation Project. 

    Main research areas:

    1. Neural Network and Deep Learning Technology: Research on Neural Network Model Design Theory and Application, Sample Enhancement Technology for Deep Learning, Model Training Technology for Deep Learning, Deep Reinforcement Learning Theory and Application, Small Sample Deep Learning Theory and Application, and Application System Development Technology Based on Deep Learning Models;

    2. Intelligent video image processing and analysis: Multimedia big data analysis technology based on Hadoop platform, research on key technologies of video big data and cloud computing, video enhancement, core technologies of object detection, recognition and tracking in videos, research on machine learning theory and application, and research and development of intelligent visual monitoring systems;

    3. Research and Implementation of WEB Data Intelligent Analysis Software: Research and Design of Hadoop Cloud Computing Platform, Core Technology Research of Distributed Personalized Internet Search Engine, Basic Theory and Key Technology Research of Natural Language Understanding, Research and Development of Internet Public Opinion Intelligent Analysis and Warning Software System.

Patents

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Research Projects

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