國立中興大學企業管理學系 Department of Business Administration , National Chung Hsing University - 教師

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教師

基本資料表

姓名

黃揚

聯絡電話

04-22840571 ext.634

Email

yanghuang@dragon.nchu.edu.tw

教師

類別

專任師資

職稱

助理教授

授課領域

決策分析、資料庫管理系統、人工智慧概論

研究專長

推薦系統、深度學習、機器學習、不平衡數據

年度	論文名稱
2025	Duen-Ren Liu, Chin-Hui Lai, Yang Hang, Shu-Ting Chang,Generative Adversarial Networks for Tag Recommendation based on Multimodal and Group Article Features ,Journal of Information Science and Engineering ,41(5),(SCI)
2024	Duen-Ren Liu, Yang Huang, Jhen-Jie Jhao, Shin-Jye Lee ,News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks. ,Data Technologies and Applications,58(1), pp24-41,(SCI,SSCI)
2023	Yang Huang, Duen-Ren Liu, Shin-Jye Lee ,Talent recommendation based on attentive deep neural network and implicit relationships of resumes.,Information Processing & Management【Information science & library science, Q1 , IF=8.6】,60(4), pp103357,(SCI,SSCI)
2023	Duen-Ren Liu, Yang Huang, Ching-Yi Tseng, Shin-Jye Lee ,Hybrid Generative Adversarial Networks for News Recommendation.,Journal of Information Science & Engineering,39(6), pp1437-1457,(SCI)
2022	Yang Huang, Duen-Ren Liu, Shin-Jye Lee, Chia-Hao Hsu, Yang-Guang Liu ,A Boosting Resampling Method for Regression based on a Conditional Variational Autoencoder.,Information Sciences【Computer science, information systems, Q1, IF=8.1】,590, pp90-105,(SCI)
2020	Duen-Ren Liu, Shin-Jye Lee, Yang Huang, Chien-Ju Chiu ,Air pollution forecasting based on attention‐based LSTM neural network and ensemble learning. ,Expert Systems,37(3), ppe12511,(SCI)
2019	Yang Huang, Chiun-Hsun Chen, Chi-Jui Huang ,Motor fault detection and feature extraction using RNN-based variational autoencoder.,IEEE Access,7, pp139086-139,(SCI)

年度	論文名稱
2023	Duen-Ren Liu, Yang Huang, Sheng-Wei Wu.,Personalized Hashtag Recommendation Based on Hierarchical Users and Group Posts Co-Attention with Generative Adversarial Networks.,International Conference on Artificial Intelligence （ICAI）,2023-06-08-2023-06-09
2023	Shu-Ying Lin, Yang Huang, Yi-Fan Tai, Yu-Xuan Du ,Crowdfunding Prediction with Aspect-Based CNN and Generative Adversarial Networks.,International Conference on Artificial Intelligence （ICAI）,2023-09-18-2023-09-19
2017	,Huang, Y., Ho, W. C., Lee, D. Y., & Su, H. Y. (2017). Application of Machine Learning and RNN in Industrial Development Analysis - The Case of Cabbage Price Prediction. Annual Conference of the Chinese Society for Management of Technology, Taiwan.,2017-12-01-2017-12-02
2017	,Ho, W. C., Huang, Y., Lin, Y. S., Chen, H. S. (2017). Apply Recurrent Neural Networks for Single-Family Power Consumption Prediction. The 41th National Conference on Theoretical and Applied Mechanics, Taiwan.,2017-11-24-2017-11-25

學校名稱	國別	系所	學位	起迄年月
國立陽明交通大學		資訊管理研究所	博士	2018-09~2024-04
國立陽明交通大學		科技管理研究所	碩士	2016-09~2018-06
國立清華大學		動力機械工程學系	學士	2012-09~2016-06

服務機關名稱	單位	職務	期間
國立陽明交通大學	資訊管理研究所	博士後研究員	2024-07~2025-01
University of Manchester	Department of Computer Science	Visiting Researcher	2022-12~2024-01