教師個人簡歷
現職
國立中央大學
管理學院資訊管理學系
助理教授
專長
無線網路
行動商務技術
網路安全
RFID整合應用
專長簡述
Wireless Communication
最高學歷
國立交通大學
資訊管理學系
博士
科技部學門領域
政府GRB研究專長領域
教育部學門領域
其他補助
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行動學習社群提升程式理論課程學習成效之研究-以資料結構程為例
1080801~1100131
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合作學習翻轉程式設計-誰說程式只能自已寫
1070801~1080731
國科會計畫統計
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自動編碼器組態在特徵萃取與特徵選取的效能研究-以高維度資料為例
1120801~1131031
[自動編碼器,維度災難,特徵選取,深度學習 , Autoencode,Curse of dimensionality,Feature selection,Deep learning] -
情感分析與深度學習組態對股價預測的影響研究
1110801~1120731
[詞嵌入、情感分析、股價預測、深度學習 , Embedding, Sentiment analysis, Stock price prediction, Deep learning]
期刊著作
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A dual adversarial structure of generative adversarial network for nature language generation
Industrial Management and Data Systems, 125, 4, 1279-1305, 2025-03-17
[ Deep learning,Dual adversarial architecture,Generative adversarial network,Natural language generation ] -
On Combining Instance Selection and Discretisation: A Comparative Study of Two Combination Orders
Journal of Information and Knowledge Management, 23, 5, 2024-10-01
[ Data discretisation,data mining,instance selection,machine learning,outliers ] -
Missing value imputation and the effect of feature normalisation on financial distress prediction
Journal of Experimental and Theoretical Artificial Intelligence, 2022-01-01
[ deep learning,feature normalisation,financial distress prediction,Machine learning,missing value imputation ] -
Vision-oriented algorithm for fast decision in 3D video coding
IET Image Processing, 2022-01-01 -
Combining feature selection, instance selection, and ensemble classification techniques for improved financial distress prediction
Journal of Business Research, 130, 200-209, 2021-06-01
[ Data mining,Ensemble learning,Feature selection,Financial distress prediction,Instance selection ] -
The data sampling effect on financial distress prediction by single and ensemble learning techniques
Communications in Statistics - Theory and Methods, 2021-01-01
[ class imbalance,Data mining,data sampling,financial distress prediction,machine learning ] -
Machine learning in high-alert medication treatment: A study on the cardiovascular drug
Applied Sciences (Switzerland), 10, 17, 2020-09-01
[ Adverse drug events,Cardiovascular drug,Decision tree,High-alert medication,Machine learning ] -
The feature selection effect on missing value imputation of medical datasets
Applied Sciences (Switzerland), 10, 7, 2020-04-01
[ Data mining , Feature selection , Imputation , Medical datasets , Missing values ] -
Fast mode decision based on human noticeable luminance difference and rate distortion cost for H.264/AVC
Eurasip Journal on Advances in Signal Processing, 2013, 1, 2013-11-04
[ H.264/AVC , Human vision system , Mode decision , Rate distortion cost ] -
Diminishing capacity requirement for mobility database in wireless ATM
Journal of Circuits, Systems and Computers, 13, 2, 271-291, 2004-04-01
[ Mobility database , Mobility management , Overflow control , WATM ] -
Overflow control in mobile communication using N-class replacement
Electronics Letters, 39, 2, 238-239, 2003-01-23 -
One-step pointer forwarding strategy for location tracking in distributed HLR environment
IEEE Journal on Selected Areas in Communications, 15, 8, 1455-1466, 1997-10-01
研討會著作
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Study of Short-Term Price Prediction with K-Line and SMA for Electrical Stocks in Taiwan
589-601, 2023-01-01
[ Combined Signal Approach,K-line,Simple Moving Average,Stock Price Prediction,Technical Analysis ] -
MAMBO: A mobile advertisement mechanism based on obscure customer's location by RFID
425-428, 2012-09-28
[ Location , Mobile advertisement , RFID ] -
Mobile SensorGroup with smart path for detecting target area
36-41, 2010-12-01
[ Exploration , Incremental clustering , Mobile sensor networks ] -
Centralized mobile sensorgroup for exploring border of target area
2009-09-22
[ GPS , Localization , Mobile sensor network ] -
BLOCS: A smart book-locating system based on RFID in libraries
2007-12-01
[ Location system , RFID , Sensing network ] -
AISMA: An agent-based intelligent system for mobile auction
110-113, 2007-01-01
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Account based mobile payment by Diffie-Hellman key exchange protocol
625-630, 2005-12-01
[ Authentication code , E-finance , Key exchange , Mobile payment ] -
MPDTN: A novel mobile payment scheme for secure and private transactions
496-504, 2005-12-01
[ Mobile payment , Security and Privacy ] -
N-Class Replacement Policy for Resolving Mobility Database Overflow
786-789, 2003-12-01
[ Database overflow , Mobility management , Stochastic processes , VLR ] -
Second chance replacement policy for mobile database overflow
1683-1687, 2002-12-01
專書
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
306-316, 2006-01-01
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
166-174, 2006-01-01
校內獲獎
- 106 人社領域教學優良教師補助
- 104 人社領域教學優良教師補助
國立中央大學