國立中央大學教師履歷平台

教師個人簡歷 »

中文姓名

蘇坤良

英文姓名

Su, Kuen-Liang

電子郵件

klsue@mgt.ncu.edu.tw

data mining machine learning financial distress prediction Feature selection Deep learning instance selection 深度學習無線網路行動商務技術網路安全 RFID整合應用 Wireless Communication Information management 資訊管理

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
相關連結	個人網頁 GRB資訊系統

科技部學門領域	E - 工程及應用科學 E14 - 微電子工程 E1414 - 積體電路及系統設計 H - 人文及社會科學 H16 - 管理學 H16BB - 作業研究／數量方法 H16BE - 資訊管理 H16BE01 - 資料庫／資訊資源管理 H54 - 資訊與創新管理 H54A1 - 資訊管理
政府GRB研究專長領域
教育部學門領域	4 - 科學 48 - 電算機學門 4801 - 電算機一般學類

其他補助

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
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

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

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

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
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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
306-316, 2006-01-01
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
166-174, 2006-01-01

其他補助

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

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

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

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

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

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 306-316, 2006-01-01

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 166-174, 2006-01-01

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

合作學習翻轉程式設計-誰說程式只能自已寫
1070801~1080731

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]

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

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

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
306-316, 2006-01-01

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
166-174, 2006-01-01