多媒體系統與音訊處理實驗室
Multimedia System & Audio Processing Lab.
　

實驗室簡介

指導教授

研究生

專題生

研究設備

研究成果

Presentation

　

　

　

　

　

劉寧漢 教授

Ning-Han Liu  (Professor)

  

   

 

Department of Management Information Systems, 
National Pingtung University of Science & Technology

國立屏東科技大學資訊管理系

Tel: (08)7703202 轉 7921

Cell Phone: 0920514658

E-mail: [email protected]

Office: 管院 CM 414

Related Links

課程網頁 

大手牽小手  大手牽小手

2012 清大年曆

Research Fields

    Multimedia Databases, Digital Content, Multimedia Data Mining, Data Streaming,  Music Data Analysis, Wireless Sensor Network, Bio-informatics

Education

    [1999 ~ 2005] Ph. D  in Computer Science, National Tsing Hua University. (Taiwan)

    [1993~ 1995] Master in Information and Computer Education, National Taiwan Normal University.

    [1988~ 1992] B. D. in Information and Computer Education, National Taiwan Normal University.

Curriculum Vitae

    [2010~ now ] Associate Professor in National Pingtung University of Science & Technology

    [2006 ~ 2010] Assistant Professor in National Pingtung University of Science & Technology

    [1997 ~ 2006] Teacher and Chair of DP course in National Hsin Chu Commercial Vocational High School

    [1997 ~ 2006] Lecturer in Hsinchu campus, National Taichung Institute of Technology

    [1995~1997] Second lieutenant of ARMY, R.O.C. (Military service)

    [1992~1993] Practice teacher in National Hsin Chu Commercial Vocational High School

Publication List

(A) Refereed Journal Papers  (* corresponding author)

  1. N.H. Liu, "Effective Results Ranking for Mobile Query by Singing/Humming Using a Hybrid Recommendation Mechanism," accepted by IEEE Transactions on Multimedia, (2014)(SCI, IF=1.754)
  2. N.H.Liu, "Music Selection Interface for Car Audio System Using SOM with Personal Distance Function,"  EURASIP Journal on Audio, Speech, and Music Processing,  2013:20. (2013) (SCI)
  3. N.H. Liu, C.Y. Chiang, H.C. Chu, "Recognizing the Degree of  Human Attention  Using EEG Signal from Mobile Sensors,"  Sensors 13(8), 10273-10286 (2013)(SCI,IF=1.953)
  4. N.H. Liu, C.Y. Chiang, H.M. Hsu, "Improving Driver Alertness through Music Selection Using a Mobile EEG to Detect Brainwaves"  Sensors, 13(7):8199-8221 (2013)(SCI, IF=1.953).
  5. N.H. Liu "Design of an Intelligent Car Radio and Music Player System," accepted by Multimedia Tools and Applications. (2013).(SCI, IF=1.014) DOI: 10.1007/s11042-013-1467-z

  6. N.H. Liu "Comparison of Content-based Music Recommendation Using Different Distance Estimation Methods," Applied Intelligence, Volume 38, issue 2, pp. 160-174, Mar. (2013).(SCI, IF=1.853)

  7. N.H. Liu, H.M. Hsu, H.C. Chu, and S.H. Hsu "Intelligent Music Player for Bike Sport Using Electroencephalogram and Global Positioning System Sensors" Sensor Letters, Volume 11, Number 5, pp. 772-780 (2013) (SCI).

  8. N.H Liu, C.Y. Chiang, Y.H. Wu "User Interface of Assistant Navigation System in Smart Phone for the Blind",  International Journal of u- and e- Service, Science and Technology, Volume 6, No. 4. (2013).(Ei)

  9. N.H. Liu  "Similar Singer Search by Property of Vocal Sound through Weighted Euclidean Distance, "International Journal of  Signal Processing, Image Processing and Pattern Recognition. Volume 6, No 6, (2013) (Ei).

  10. N.H.Liu "Efficiently Window Queries Processing in Dynamic Wireless Sensor Networks, " International Journal of Grid and Distributed Computing, Volume 6, No. 1, pp. 13-24, Feb. (2013) (Ei)

  11. H.C. Chu, C.Y. Chiang,  N.H. Liu * , "運用腦波識別專注狀態" accepted by  International Journal of Advanced Information Technologies (IJAIT) (2013)

  12. N.H. Liu, C.Y. Li, S.J. Hsieh, C.F Tsai, and M.H. Shao, "Long-term Audio Observation by Wireless Sensor Networks with Filtering Strategies," Ad Hoc & Sensor Wireless Networks, Volume 12, Number 1-2, pp. 125-149, (2011).(SCI).

  13. C.F. Tsai, H.F Yeh, J.F. Chang, and N.H. Liu, "PHD: An Efficient Data Clustering Scheme using Partition Space Technique for Knowledge Discovery in Large Databases," Applied Intelligence, , Volume 33, issue 1, pp. 39-53, Aug. (2010). (SCI)

  14. N.H. Liu, Y.H. Wu, and A.L.P. Chen, "Identifying Prototypical Melodies by Extracting Approximate Repeating Patterns from Music Works,"  Journal of Information Science and Engineering. JISE, Volume 26, No.4, July, (2010) ,  (SCI, EI) (Partial supported by NSC97-2218-E-020-002-)

  15. N.H. Liu, S.J. Shieh, C.F. Tsai, "An Intelligent Music Playlist Generator based on the Time Parameter with Artificial Neural Networks," Expert systems with applications. Volume 37, Issue 4, April (2010), Pages 2815-2825 . (SCI, impact factor=2.9, EI) (Partial supported by NSC97-2218-E-020-002-)

  16. N.H. Liu, H.Y. Kung, "JoMP: A Mobile Music Player Agent for Joggers based on User Interest and Pace," IEEE Transactions on Consumer Electronics, Volume 55, No. 4, Nov, (2009), Pages 2225-2233, (SCI, impact factor=0.985, EI). (Partial supported by NSC98-2200-E-020-004 and NSC98-2200-E-020-001)

  17. N.H. Liu, S.W. Lai, C.Y. Chen, and S.J. Hsieh "Adaptive Music Recommendation Based on User Behavior in Time Slot," International Journal of Computer Science and Network Security, Vol.9, No2, (2009).(Partial supported by NSC97-2218-E-020-002-)

  18. S. J. Hsieh, C.Y. Lin,  N. H. Liu,  W. Y. Chow,  C. Y. Tang*, "GeneAlign: A Gene Prediction Tool based on Phylogenetical Comparisons," Nucleic Acids Research Journal, 2006, Vol. 34, (2006). (SCI, impact factor=6.9)

  19. N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "Efficient K-NN Search in Polyphonic Music Databases Using a Lower Bounding Mechanism," ACM Multimedia Systems Journal, Volume 10, Number 6, (2005) pp513-pp528. (SCI, EI)

(B) LNCS   (* corresponding author)

  1. N.H. Liu, S.J. Hsieh, "Intelligent Music Playlist Recommendation based on User Daily Behavior and Music Content ",Lecture Notes in Computer Science, Springer-Verlag, Volume 5879, pp. 671~pp. 683, 2009.(EI) (Partial supported by NSC97-2218-E-020-002- and NSC98-2200-E-020-004-)

  2. N.H. Liu, C. Y. Li, S.J. Hsieh, "Design of Wireless Sensor Networks with Filtering Duplicate Audio Signals",Lecture Notes in Computer Science, Springer-Verlag, , Volume 5879, pp. 469~pp. 479, 2009.(EI) (Partial supported by NSC97-2218-E-020-002-and NSC98-2200-E-020-004-)

  3. N.H. Liu, C.A. Wu, S.J. Hsieh, "Long-term animal observation by wireless sensor networks with sound recognition",  Lecture Notes in Computer Science, Springer-Verlag, Volume 5682, pp.1~pp.11, 2009.(EI) (Partial supported by NSC97-2218-E-020-002-)

  4. S.J. Hsieh, C.Y. Lin, N.H. Liu, C.Y. Tang* “Comparative Gene Prediction based on Gene Structure Conservation,”  Lecture Notes in Computer Science, Springer-Verlag, Vol. 4146, 2006.(EI)

  5. N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "An Efficient Approach to Extracting Approximate Repeating Patterns in Music Databases,"  Lecture Notes in Computer Science, Springer-Verlag, Vol. 3453, pp. 240-252. 2005. (EI)

  6. C.R. Lin, N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "Music Classification Using Significant Repeating Patterns,"  Lecture Notes in Computer Science, Springer-Verlag, Vol. 2973, pp. 506-518.2004. (EI)

(C) Refereed Conference Papers  (* corresponding author)

  1. 曾子軒, 王昱閔, 劉寧漢, "群組競賽式飛輪課程系統研發與分析", TANET 2018

  2. 許瀚元,王俊穎, 劉寧漢*, "基於使用者偏好之哼唱式音樂檢索系統", International Conference on Advanced Information Technologies, AIT 2014 Taiwan.

  3. 葉弘淇,高誌隆, 劉寧漢*, "基於個人化距離之音樂索引系統設計", International Conference on Advanced Information Technologies, AIT 2014 Taiwan.

  4. 楊登宇, 江政祐, 劉寧漢*, "依據慢跑者腦波狀態調節播放音樂類型之機制", International Conference on Advanced Information Technologies, AIT 2014 Taiwan.

  5. 江政祐,徐祥鳴, 劉寧漢*, "具提升駕駛安全性之雲端車用音響系統設計與開發", 2013 The Third National Conference on Web Intelligence and Applications, (NCWIA 2013), Taiwan.

  6. 徐祥鳴,  江政祐, 劉寧漢*, "多模式之駕駛瞌睡腦波偵測研究", International Conference on Advanced Information Technologies, AIT 2013, Taiwan.

  7. 吳亞翰, 劉寧漢*, "手持盲用導航系統之人機介面設計",International Conference on Advanced Information Technologies, AIT 2013, Taiwan.

  8. 朱璿瑾, 江政祐, 劉寧漢*, "運用腦波識別專注狀態",International Conference on Advanced Information Technologies, AIT 2013, Taiwan.

  9. N.H. Liu, C.Y. Chiang and H.M Hsu, "Eliminating Cold-Start Problem of Music Recommendation through SOM Based Sampling," 2012 International Conference on Mechatronics and Control Engineering, ICMCE 2012, Applied Mechanics and Materials Vols. 278-280 (2013) pp1119-1123.(Ei)

  10. 許書豪, 朱璿瑾, 劉寧漢*, "基於調節騎乘者狀態的自行車運動音樂播放系統", International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, Taiwan, 2012.

  11. 吳育澤, 吳亞翰, 劉寧漢*, "以個人化距離為基礎之音樂推薦系統--使用基因規劃法", International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, Taiwan, 2012.

  12. 蔡肇彥,陳品豫, 劉寧漢*, "以使用者喜好及群組為基礎之電台及音樂推薦系統", International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, Taiwan, 2012.

  13. Hsiang-Ming Hsu, Ning-Han Liu*, "Reducing Cold-Start Effect of Content based Music Recommendation System by SOM", International Conference on Opto-Electronics Engineering and Information Science (ICOEIS 2011). December 23-25, Xi'an, China, 2011.

  14. 吳育澤, 蘇軍維, 劉寧漢*, "智慧型車載音樂自動播放系統設計與實作", The First National Conference on Web Intelligence and Applications, Taiwan, 2011.

  15. 謝顯孟, 吳亞翰, 劉寧漢*, "於流行音樂中尋找相似唱腔歌手之研究", International Conference on Advanced Information Technologies, AIT 2011, Taiwan.

  16. 潘雅婷, 蔡肇彥, 劉寧漢*, "一個改善音樂推薦系統冷啟始問題之方法設計", International Conference on Advanced Information Technologies, AIT 2011, Taiwan.

  17. 黃大育, 吳育澤, 劉寧漢*, "具備車載背景音濾除機制之哼唱查詢式音樂播放系統", International Conference on Advanced Information Technologies, AIT 2011, Taiwan.

  18. 龔旭陽, 張又蓁, 潘惠娟, 陳俊豪, 蔡肇彥, 許啟裕, 蔡京玶, 蔡玉娟, 劉寧漢, "RFID智慧校園資訊平台之設計與實作," 『屏東科技大學』暨『北京科技大學』學術交流研討會, 2010.

  19. 陳建逸, 謝顯孟, 劉寧漢*, "應用於慢跑運動之智慧型音樂播放系統", International Conference on Advanced Information Technologies, AIT 2010, Taiwan.

  20. 蘇軍維, 潘雅婷, 劉寧漢*, "基於權重式歐幾里德距離之音樂推薦系統設計", International Conference on Advanced Information Technologies, AIT 2010, Taiwan.

  21. Ning-Han Liu, Shu-Ju Hsieh, "Intelligent Music Playlist Recommendation based on User Daily Behavior and Music Content ", IEEE Pacific-Rim Conference on Multimedia, Thailand,  2009.

  22. Ning-Han Liu, Cheng-Yi Li, Shu-Ju Hsieh, "Design of Wireless Sensor Networks with Filtering Duplicate Audio Signals", IEEE Pacific-Rim Conference on Multimedia, Thailand,  2009.

  23. Ning-Han Liu, Chen-An Wu, Shu-Ju Hsieh, "Long-term Animal Observation by Wireless Sensor Networks with Sound Recognition", International conference on wireless algorithms, systems and applications, Boston, USA, 2009.

  24. 李政逸, 吳鎮安, 蘇軍維, 劉寧漢*, "無線感測器網路環境下具省電之聲訊感測與辨識", 第十屆永續發展管理研討會, 2009.(Partial supported by NSC97-2218-E-020-002-)

  25. 張財發, 簡翡瑢,劉寧漢*, "IRS即時反饋系統應用於國中數學教學之成效研究", 第十屆永續發展管理研討會, 2009.

  26. 李政逸, 陳建逸, 劉寧漢*,"具過濾重複音訊能力之無線感測器網路處理設計,"International Conference on Advanced Information Technologies, AIT 2009, Taiwan.(Partial supported by NSC96-2218-E-020-004-)

  27. 吳鎮安, 蘇軍維, 劉寧漢*, "具長時間音訊觀測之無線感測器網路," International Conference on Advanced Information Technologies, AIT 2009, Taiwan.(Partial supported by NSC96-2218-E-020-004-)

  28. 廖偲惟, 簡翡瑢, 劉寧漢*,"以時間參數為基礎之智慧型音樂播放清單推薦系統設計," International Conference on Advanced Information Technologies, AIT 2009, Taiwan.

  29. 劉寧漢*,黃天成,蘇軍維, "無線感測器網路之視窗查詢效能改善策略," 第十四屆資訊管理暨實務研討會(IMP 2008)(Partial supported by NSC96-2218-E-020-004-)

  30. 劉文田, 劉寧漢*, "互評模式促進學生網路合作學習意願之探討", 臺灣網際網路研討會, TANET 2008 .

  31. S.J. Hsieh, C.Y. Lin, N.H. Liu, C.Y. Tang*, “Comparative Gene Prediction based on Gene Structure Conservation,” International Workshop on Pattern Recognition in Bioinformatics (PRIB) 2006.

  32. N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "An Efficient Approach to Extracting Approximate Repeating Patterns in Music Databases," DASFAA, 2005. 

  33. C.R. Lin, N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "Music Classification Using Significant Repeating Patterns", DASFAA, 2004.

  34. N.H. Liu, Y.H. Wu, and A.L.P. Chen*, "Efficient K-NN Search in Polyphonic Music Databases Using a Lower Bounding Mechanism," Proc. of ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR) 2003, pp. 163-170. (acceptance rate: 39%, 36/92)  

  35. J.L. Hsu, A.L.P. Chen*, H.C. Chen and N.H. Liu "The Effectiveness Study of Various Music Information Retrieval Approaches," Proc. of ACM International Conference on Information and Knowledge Management (CIKM2002), pp. 422-429. (acceptance rate: 24%, 73/300)(EI)

(D) Books and Others  

  1. 黃崇明、李建億、李育強、陳宗禧、龔旭陽、蔡玉娟、劉寧漢、顧皓翔、羅壽之、彭勝龍、李官陵、許政穆、楊東麟、盧尚群, 行動網通技術實務與文創觀光雲端平台應用：適地性創意應用服務實驗與專題,易習圖書, 2012.

  2. N.H. Liu “Similarity Search in Polyphonic Music Database,” Ph.D. Dissertation, Department of Computer Science, National Tsing Hua University , Hsinchu , Taiwan , July 2005.

  3. N.H. Liu “改良型高速網路線性廣播路由方法,” Master Dissertation, Information and Computer Education, National Taiwan Normal University, Taipei, Taiwan, July 1995.

  4. 陳尚斌, 劉寧漢, 計算機概論(全), (民 95) 全華圖書。

  5. 陳尚斌, 劉寧漢, 計算機概論(上)(下), (民88) 龍騰文化。

  6. 何榮桂、吳正己、李忠謀、謝淑茹、劉寧漢(民84)。我國高級中學電子計算機簡介課程實施調查研究。教育部研究成果報告。

Projects  

  1. 教育部人才培育計畫_創新軟體人才培育模式推動(A類)計畫 2014/02~2015/01
    (教育部,共同主持人)
  2. 教育部人才培育計畫_創新軟體人才培育模式推動(B類)計畫 (智慧感知與辨識創作領域) 2014/02~2015/01
    (教育部,主持人)
  3. 教育部人才培育計畫_創新軟體人才培育模式推動(B類)計畫 (社群運算與服務識創作領域) 2014/02~2015/01
    (教育部,主持人)
  4. 車載網路下高效率雲端平台之設計與實作-子計畫二:以3G網路傳輸為基礎之智慧型車載音響系統整合設計與實作(國科會, 主持人)(102-2218-E-020-002-)
    2013/8~2014/7
  5. 車載網路下高效率雲端平台之設計與實作--總計畫：車載網路下高效率雲端平台之設計與實作(II) (國科會, 共同主持人)(102-2218-E-020-001-)
    2013/8~2014/7
  6. 開發高效率與高效能之資料叢集技術以支援商業與工業之應用(國科會, 共同主持人)(102-2410-H-020-009-)2013/8~2014/7
  7. 教育部人才培育計畫_創新軟體人才培育模式推動(A類)計畫 2013/02~2014/01
    (教育部,共同主持人)
  8. 教育部人才培育計畫_創新軟體人才培育模式推動(B類)計畫 (智慧感知與辨識創作領域) 2013/02~2014/01
    (教育部,主持人)
  9. 教育部人才培育計畫_創新軟體人才培育模式推動(B類)計畫 (社群運算與服務識創作領域) 2013/02~2014/01
    (教育部,主持人)
  10. 適用於長途駕駛具提神效果之語音雲端系統設計與實作  2012/8~2013/7(國科會, 主持人)(101-2221-E-020-025-)
  11. 車載網路下高效率雲端平台之設計與實作--總計畫
    2012/8~2013/7(國科會, 共同主持人)
  12. 教育部人才培育計畫_創新軟體人才培育模式推動(B類)計畫 2012/02~2013/01
    (教育部,主持人)
  13. 教育部人才培育計畫_創新軟體人才培育模式推動(A類)計畫 2012/02~2013/01
    (教育部,協同主持人)
  14. 以雲端服務為基礎之智慧型行車安全中介平台設計與實作
    子計畫二：具提升駕駛安全性之雲端車用音響系統設計與開發(I)
    2011/8~2012/7(國科會, 主持人)(100-2218-E-020-003-)
  15. 以雲端服務為基礎之智慧型行車安全中介平台設計與實作總計畫
    2011/8~2012/7(國科會, 共同主持人)
  16. 教育部人才培育計畫_創新軟體人才培育模式推動(A類)計畫 2010/10~2012/01
    (教育部,協同主持人)
  17. 基於開放嵌入式系統之智慧型車用「視聽娛樂」與「行車安全」網路服務中介平台之設計與實作
    子計畫三:智慧型車載音樂自動播放系統設計與實作     2009/8~2010/7 
(國科會國家型科技計畫,計畫主持人)(NSC98-2200-E-020-004-)
  18. 基於開放嵌入式系統之智慧型車用「視聽娛樂」與「行車安全」網路服務中介平台之設計與實作
    總計畫     2009/8~2010/7 
(國科會國家型科技計畫, 共同主持人)(NSC98-2200-E-020-001-)
  19. 智慧型音樂推薦暨播放清單代理人之研究與醫療應用 2009/8~2011/7
    (國科會, 計畫主持人)(NSC98-2221-E-020-025-MY2)
  20. 新的高效能資料群集技術之建構及其實務應用 2009/8~2010/7 
    (國科會, 共同主持人)
  21. 嵌入式中介軟體資訊服務平台之設計與實作－無線感測器網路之音訊處理與辨識模組開發與應用 2008/8~2009/7 
    (國科會國家型科技計畫,計畫主持人)(NSC97-2218-E-020-002-)
  22. 嵌入式中介軟體資訊服務平台之設計與實作－嵌入式環境下聲訊感測與辨識之設計與實作 2007/8~2008/7 
    (國科會,計畫主持人)(NSC96-2218-E-020-004-)
  23. 96學年度資通訊課程推廣計畫(教育部,共同主持人) 民國96年11月1日至民國97年10月31日
  24. 內涵式複音音樂特徵值、索引及查詢處理技術之研究 2007/1 ~2007/7
    (國科會, 計畫主持人)(NSC96-2218-E-020-001-)
  25. 智慧型感測器系統網路及應用 2005~2006 (清華大學學界科專, 參與)
  26. 音樂資料之分析、塑模、與擷取研究 2002~2005(國科會, 研究助理) 
  27. 多媒體資料之探勘技術研究與應用 2003~2005(國科會, 研究助理) 
  28. 下一世代資訊通訊網路尖端技術及應用 新一代資訊傳媒技術與應用2001~2004(國科會, 研究助理)

產學合作

     1. 102年度大田精密產學合作案 (主持人)

      2.  98年度教育部推動技專校院與產業園區產學合作計畫 (教育部, 共同主持人)

Paper Review

Journal of the American Society for Information Science and Technology, IEEE Transaction on Multimedia, IEEE TKDE, VLDB’05, WISE05, DASFAA’05, APWeb’05, VLDB’04, PAKDD’04, VLDB’02, ICDE’02, ICDM’02, WISE’02, ODBASE’02, RIDE’01, DaWaK’01, VLDB’00, CIKM’00, ICME’00

Others

IEEE Member (from 2009)

教育部磨課師計畫審查委員(2014)

教育部技術型高級中學課綱委員(2014)

教育部數位教材審查委員 (2011,2012, 2013)

屏科大103學年度計算機概論召集委員

屏科大101, 102 學年度職涯導師

屏科大100學年度校務會議代表

屏科大100學年度網路教學委員

屏科大99學年度校務會議代表

屏科大99學年度網路教學委員

屏科大99學年度管理學院課程委員

IEEE PCM 2009 Multimedia document search and retrieval session chair

屏科大98學年度圖書委員

屏科大98學年度校務會議代表

屏科大98學年度資訊系統管理委員

屏科大97學年度圖書委員

屏科大97學年度管理學院課程委

屏科大97學年度管理學院院務會議代表

教育部96學年度全國大專程式競賽命題委員

Last updated 4/09/2014