國立中央大學教師履歷平台

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蘇坤良

Su, Kuen-Liang

klsue@mgt.ncu.edu.tw

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

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

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

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

蘇坤良

Su, Kuen-Liang

現職

專長

專長簡述

最高學歷

相關連結

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

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

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

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

校內獲獎

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]

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

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