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Biography

She will graduate with a master's degree in 2023. She has won two scholarships at the postgraduate level. She has participated in a number of scientific research projects and published several domestic and foreign papers, patents, and soft works. At the undergraduate stage, she participated in the national college student innovation and entrepreneurship training program as a team leader and published Chinese core papers.

Her main research interests are image classification, algorithm evaluation, data twinning.

Education

Harbin University of Commerce

Internet of Things Engineering, School of Management - Undergraduate

2014 - 2018

Fujian University of Technology

Department of Transportation Engineering, School of Computer Science and Mathematics - postgraduate

2020 - 2023

Awards

Second Prize of Postgraduate Freshman Scholarship in 2020

First Prize of Postgraduate Excellent Academic Scholarship in 2021

The third prize of the 12th "Challenge Cup" Fujian University Student Entrepreneurship Plan Competition in College Selection

The 3rd place in the 4th Graduate Basketball Tournament

Winner Award of the 9th "Teddy Cup" Data Mining Challenge Fujian Province

Projects and Work

Research on key algorithm of subway train enhanced intelligent driving system based on human-machine hybrid intelligence

China National Natural Science Foundation

Main work: Making reasonable assumptions about the operation data of subway trains through expert experience and physical models, writing algorithms to generate a database of train operation data, and solving the problem that subway train operation data is difficult to obtain.

Main achievements: "Automatic Generation Algorithm of Mass Speed Curves of Subway Trains Based on AlphaZero"--"Journal of Intelligent Science and Technology" (Class B journal of China Association for Science and Technology)

"Software V1.0 for Automatically Generating Massive Speed Curves of Subway Trains Based on Interval and Speed Limit Settings" (software copyright)

"Big data generation method for virtual subway train operation based on the interval speed limit and expert experience" (domestic patent & PCT patent)

"Automatic Generation Method for Large Virtual Driving Curves of Metro Trains with Complex Line Conditions" -- IEEE International Conference on Intelligent Transportation Systems (EI Conference)

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Intelligent transportation technology for explainable artificial intelligence and its application

School research start-up fund

Main work: Preprocess the data through operations such as cleaning data and data visualization to make it an input model that can be used for neural network training.

Main achievements: "Serial Fuzzy System Algorithm for Predicting Biological Activity of Anti-breast Cancer Compounds" -- Applied Intelligence (SCI District III)

"Deep Neural Fuzzy Systems with High Robustness and Strong Interpretability for Handwriting Recognition with Different Gaussian Noises"--IEEE Transaction on Fuzzy Systems (under view)

Research and development of machine vision monitoring system during rail transit construction and operation

Horizontal item

Main work: Identifying and classifying traffic signs through convolutional neural networks. Then I analyze their performance indicators and the relationship between them, explore their measurement invariance and draw the conclusion that the performance of neural networks is independent of measurement data sets.

Main achievements: "Measurement Invariance Investigation for Performance of Deep Learning Architectures"--IEEE ACCESS (SCI District III)

Research on influencing factors of mobile medical software use based on TAM

National College Students Innovation and Entrepreneurship Training Program

Main work: Collecting the influencing factors of users' choice of mobile medical software through online questionnaires, and then I use SPSS software to the model based on the TAM2 model to obtain a model of influencing factors of users' choice.

Main achievements: "Research on the influencing factors of mobile medical software use based on TAM" -- "Journal of Harbin University of Commerce" (Chinese core)

"Comparative Study on Influencing Factors of Two Types of Users on Mobile Medical Software Choice" -- "Business Economics" (Chinese Publishing)

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