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2019.2 ~ 2020.7 - Most College Student Program | 科技部大專生計畫
This study is about Sentiment analysis of stock market news articles using deep learning. We aim to used HAN(Hierarchical Attention Networks) model to classify news according to the two Sentiment Indexs Valence and Arousal. This is my first research and published in TCSE 2020 . The entire research was done by myself, and the teachers mainly provided advice and guidance. -
2019.7 ~ 2020.12 - Data Science Intern 1n Institute of Sociology, Academia Sinica | 中研院社會所資料科學實習生
Mainly engaged in web crawling, data processing, process automation, etc. All of work was use Python. And my Python skills improved significantly during internship. Moreover, This was the first time I participated in collaborative development projects and I learned how to communicate and collaborate with people in different fields -
2019.7 ~ 2021.7 - Research Assistant in NLP Lab(@DS.SCU) | 東吳大學 自然語言處理實驗室研究助理
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2021.7 ~ now - Master student in Bioinformatics Lab(@CS.NCCU) | 政治大學 生物資訊實驗室研究生
何彥南、吳政隆. TCSE 2020 第16屆 台灣軟體工程研討會. 16-17 July, 2020.
HAN、Sentiment analysis、Valence-Arousal、NLP、Pytorch、 Most College Student Program
full-text | slide
Wei-Yi Chung, Yen-Nan Ho, Yu-Hsuan Wu and Jheng-Long Wu. IIAI AAI. 2021.
BERT, MRT-flow-predict, time-series
publish web | slide
2024 - Dynamic traffic network representation model for improving the prediction performance of passenger flow for mass rapid transit
Jheng-Long Wu, Wei-Yi Chung, Yu-Hsuan Wu, Yen-Nan Ho. Knowledge-Based Systems, 2024.
Passenger flow prediction, Feature representation, Deep learning, Transfer learning, Attention mechanism
publish web
智能投資信鴿: 股票推薦系統 chatbot
recommendation-system、telegram-chatbot、Fintech、 Tensorflow
details
基於時價登入資料之土地價值預測
time-serise、Land transaction Records、 Regional index
details
Horus 結合人臉辨識、物件追蹤與 ReID 技術實作天眼系統
face-recognition、multi-object-tracking、person-reidentification reid
