Dr. Jun-Hong Shen (沈俊宏)

Associate Professor, Dept. of Information Communication, Asia Univ. (亞洲大學資傳系副教授)

500, Lioufeng Rd., Wufeng, Taichung 41354, Taiwan (41354 台灣台中市霧峰區柳豐路500號)

Consultant, Dept. of Medical Research, China Medical University Hospital (中國醫藥大學附設醫院醫學研究部顧問)

Contact Information (聯絡資訊)

Tel (電話): 886-4-23323456ext.20006

Office (辦公室): HB06

E-mail: shenjh@asia.edu.tw

Office Hour (在校時程表): 1071學期

Biography (自傳)

Dr. Shen received the B.S. degree in Information Engineering from I-Shou University, Kaohsiung, Taiwan, in 1999, and the M.S. and Ph.D. degrees in Computer Science and Engineering from National Sun Yat-Sen University, Kaohsiung, Taiwan, in 2001 and 2008, respectively. During August 2009 and January 2015, he was an Assistant Professor in the Department of Information Communication at Asia University, Taichung, Taiwan. Since February 2015, he has been an Associate Professor in the Department of Information Communication at Asia University. His research interests include mobile information systems, data mining, web-based information systems, signal processing, location-based services, and wireless sensor networks.

Courses (授課)

Research Projects (研究計畫)

  1. 指導老師，王柔樺，連續式空間關鍵字過濾查詢之研究，科技部大專學生研究計畫，2018/7/1-2019/2/28
  2. 主持人，物聯網中監測空間區域之研究，科技部，2017/8/1-2018/7/31
  3. 主持人，監測行動物件連續範圍查詢之研究，科技部，2016/8/1-2017/7/31
  4. 指導老師，許瑜姍，即時連線APP之研究，科技部大專學生研究計畫，2016/7/1-2017/2/28
  5. 指導老師，劉俐伶，行動裝置搖控器APP之研究，科技部大專學生研究計畫，2015/7/1-2016/2/28
  6. 主持人，行動計算環境的空間查詢處理之研究，亞洲大學，2014/2/1-2015/1/31
  7. 主持人，無線資訊系統中空間物件的連續查詢處理機制之設計，科技部, 2010/8/1-2011/7/31
  8. 主持人，無線廣播境中空間資料存取機制之設計，科技部，2010/2/1-2010/10/31

Industry-University Cooperative Research Projects (產學計畫)

  1. 共同主持人，.tw/.台灣網路青年服務團，交通部財團法人台灣網路資訊中心，2016/8/12-2016/12/31
  2. 共同主持人，2015我國頂級國碼域名推廣活動，交通部財團法人台灣網路資訊中心，2015/9/15-2015/11/30
  3. 共同主持人，2014年TWNIC前進校園推廣活動，交通部財團法人台灣網路資訊中心，2014/6/6-2014/11/30
  4. 共同主持人，2014年TWNIC新一代網際網路協定教育訓練，交通部財團法人台灣網路資訊中心，2014/3/25-2014/10/31
  5. 共同主持人，2013 年TWNIC校園公益青年「以愛之名，網路發光」校園推廣活動，交通部財團法人台灣網路資訊中心，2013/7/1-2013/12/31
  6. 共同主持人，運動及健康資訊之計量分析與視覺化計畫，太肯運動科技股份有限公司，2013/3/1-2013/8/31
  7. 共同主持人，2012年TWNIC校園公益青年 「創意無限 為愛網前飛」校園推廣活動，交通部財團法人台灣網路資訊中心，2012/10/1-2012/12/31
  8. 共同主持人，2011年TWNIC校園公益青年「網路公益無國界，校園青年e起來」校園推廣活動，交通部財團法人台灣網路資訊中心，2011/11/4-2011/12/20
  9. 共同主持人，2010年TWNIC「.tw網路練習曲 創意.tw點進你的心」網域名稱推廣活動，交通部財團法人台灣網路資訊中心，2010/11/3-2010/12/27

Journal Papers (期刊論文)

  1. Jun-Hong Shen, Cheng-Jung Yu, Ching-Ta Lu, WenYen Lin, Neil Y. Yen, Tien-Chi Huang, and Hong-Ray Chu "Spatial Air Index with Neighbor Information for Processing k Nearest Neighbor Searches in IoT Mobile Computing," accepted by The Journal of Supercomputing, Jan. 2019. (SCI)
  2. Ching-Ta Lu, Mu-Yen Chen, Jun-Hong Shen, Ling-Ling Wang, Neil Y. Yen, and Chia-Hua Liu "X-ray bio-image denoising using directional-weighted-mean filtering and block matching approach," accepted by Journal of Ambient Intelligence & Humanized Computing, 2018. (SCI)
  3. Jun-Hong Shen, Ching-Ta Lu, Mu-Yen Chen, and Neil Yen, "Grid-based Indexing with Expansion of Resident Domains for Monitoring Moving Objects," accepted by The Journal of Supercomputing, Dec. 2017. (SCI) DOI: https://doi.org/10.1007/s11227-017-2224-2
  4. Ching-Ta Lu, Chung-Lin Lei, Jun-Hong Shen, and Ling-Ling Wang, "Noise reduction using spectral-subtraction algorithm with over-subtraction and spectral-reservation factors adapted by harmonic," Noise Control Engineering Journal, Vol. 65, No. 6, pp. 509-521, Nov.-Dec. 2017. (SCI)
  5. Ching-Ta Lu, Mu-Yen Chen, Jun-Hong Shen, Ling-Ling Wang, and Chih-Chan Hsu, "Removal of salt-and-pepper noise for X-ray bio-images using pixel-variation gain factors," Computers and Electrical Engineering, Vol. 71, pp. 862-876, 2018. (SCI)
  6. Ching-Ta Lu, Jun-Hong Shen, Ling-Ling Wang, Chih-Chan Hsu, and Li-Ling Liu, "Impulse Noise Denoising Using Confidence Measure with Non-sequential Process Order for X-ray Bio-images," Journal of Medical and Biological Engineering, Vol. 38, No. 6, pp. 905-916, 2018. (SCI)
  7. Ching-Ta Lu, Chung-Lin Lei, Jun-Hong Shen, Ling-Ling Wang, and Kun-Fu Tseng, "Estimation of Noise Magnitude for Speech Denoising Using Minima-controlled-recursive-averaging Algorithm Adapted by Harmonic Properties," Applied Sciences, Vol. 7, No. 1, 2017. (SCI)
  8. Jun-Hong Shen, Ching-Ta Lu, Mu-Yen Chen, and Chien-Tang Mai, "Spatial Air Index based on Largest Empty Rectangles for Non-flat Wireless Broadcast in Pervasive Computing," ISPRS International Journal of Geo-Information, Vol. 5, No. 11, 211, Nov. 2016. (SCI) PDF
  9. Ming-Shen Jian, Jun-Hong Shen, Kuan-Wei Lee, Yi-Chen Jhou, and Chien-Tang Mai, "Cloud based Software Computing as a Service in Hybrid Evolution Algorithm with Feedback Assistance," Journal of Electronic Science and Technology, Vol. 14, No. 4, pp. 362-369, Dec. 2016. (EI)
  10. Jun-Hong Shen and Ming-Shen Jian, "Spatial query processing for skewed access patterns in nonuniform wireless data broadcast environments," International Journal of Ad Hoc and Ubiquitous Computing, Vol.25, Nos. 1/2, pp. 4-16, 2017. (SCI) DOI: https://doi.org/10.1504/IJAHUC.2017.083477
  11. Ming-Shen Jian, Jun-Hong Shen, Yu-Chih Chen, Chao-Chun Chang, Yi-Chi Fang, Ci-Cheng Chen and Wei-Han Chen, "Cloud Image Processing and Analysis Based Flatfoot Classification Method," International Journal of Computers, Vol. 8, pp. 90-98, June 2014.
  12. Jun-Hong Shen, Ye-In Chang and Fang-Ming Chang, "Dual-Expansion Indexing for Moving Objects," IET Software, Vol. 8, No. 2, pp. 62-72, April 2014. (SCI)
  13. Ching-Ta Lu, Jun-Hong Shen, Kun-Fu Tseng and Chih-Tsung Chen, "Refinement of enhanced speech using hybrid-median filter and harmonic regeneration approach," Journal of Electronic Science and Technology, Vol. 12, No. 3, Sept. 2014. (EI)
  14. Jun-Hong Shen, Ching-Ta Lu and Ming-Shen Jian, "Neighbor-Index Method for Continuous Window Queries over Wireless," Applied Mechanics and Materials, Vol. 284-287, pp. 3295-3299, Jan. 2013. (EI)
  15. Jun-Hong Shen, Ye-In Chang, Chen-Chang Wu and Ta-Wei Liu, "A Forward Moving Method For Continuous Nearest Neighbor Queries," Applied Mechanics and Materials, Vol. 284-287, pp. 2965-2969, Jan. 2013. (EI)
  16. Ming-Shen Jian, Fu-Jie Jhan, Han-Chun Chang, Ta-Yuan Chou and Jun-Hong Shen, "Cloud Based Evolution Algorithm with Feedback Control for Emergency," Applied Mechanics and Materials, Vol. 284-287, pp. 3370-3374, Jan. 2013. (EI)
  17. Ching-Ta Lu and Jun-Hong Shen, "Speech enhancement using three-step-decision gain factor with optimal smoothing," International Journal of Electrical Engineering, Vol. 18, No. 5, pp. 209-221, Feb. 2012. (EI)
  18. Jun-Hong Shen and Ye-In Chang, "A Hilbert Curve-Based Distributed Index for Window Queries in Wireless Data Broadcast Systems," Journal of Internet Technology, Vol. 10, No. 3, pp. 245-250, July 2009. (SCI)
  19. Ye-In Chang, Lee-Wen Huang, Jun-Hong Shen and Yi-Siang Wang, "An Efficient Signature-based Strategy for Supporting Inexact Filtering in Information Filtering Systems," Expert Systems With Applications, Vol. 36, No. 4, pp. 8431-8442, May 2009. (SCI) PDF
  20. Jun-Hong Shen and Ye-In Chang, "An Efficient Nonuniform Index in the Wireless Broadcast Environments," The Journal of Systems and Software, Vol. 81, No. 11, pp. 2091-2103, Nov. 2008. (SCI) PDF
  21. Ye-In Chang, Jun-Hong Shen and Tsu-I Chen, "A Data Mining-Based Method for the Incremental Update of Supporting Personalized Information Filtering," Journal of Information Science and Engineering, pp. 129-142, Vol. 24, No. 1, Jan. 2008. (SCI) PDF
  22. Jun-Hong Shen and Ye-In Chang, "A Skewed Distributed Indexing for Skewed Access Patterns on the Wireless Broadcast," The Journal of Systems and Software, Vol. 80, No. 5, pp. 711-723, May 2007. (SCI) PDF
  23. Jun-Hong Shen and Ye-In Chang, "The TopK Scheme for the Energy-Saving Data Organization in Broadcast-Based Wireless Environments," IAENG International Journal of Computer Science, Vol. 33, No. 1, pp. 43-49, March 2007. PDF
  24. Ye-In Chang, Tsu-I Chen and Jun-Hong Shen, "A Large-Itemset-Based Index Structure for Supporting Personalized Information Filtering on the Internet," Journal of Systemics, Cybernetics and Informatics , Vol. 3, No. 1, pp. 12-17, 2006.

Conference Papers (研討會論文)

  1. Jun-Hong Shen, Ching-Ta Lu, and Hong-Ray Chu, "Neighbor Link-based Spatial Index for k-Nearest-Neighbor Queries in Wireless Systems," Proc. of the 7th International Conference on Frontier Computing (FC 2018) - Theory, Technologies, and Application, July 3-6, 2018, KL, Malaysia. (Best Paper Award)
  2. Ching-Ta Lu, Jun-Hong Shen, Ling-Ling Wang, Chia-Hua Liu, Chia-Yi Chang and Kun-Fu Tseng, "Film Classification Using HSV Distribution and Deep Learning Neural Networks," Proc. of the 7th International Conference on Frontier Computing (FC 2018) - Theory, Technologies, and Application, July 3-6, 2018, KL, Malaysia.
  3. 劉佳樺, 陸清達, 沈俊宏, 王玲玲, "以影片之HSV色調分佈特性於影片分類之研究," 2018資訊教育與科技應用研討會(IETAC 2018), 2018.
  4. 劉佳樺, 陸清達, 沈俊宏, 王玲玲, "透過色調分析於影片分類之研究," 2017台灣網際網路研討會 (TANET 2017), pp. 1465-1470, 2017.
  5. Jun-Hong Shen, Ching-Ta Lu, and Mu-Yen Chen, "Expandable grid indexing for moving objects," Proc. of the 6th International Conference on Frontier Computing (FC 2017) - Theory, Technologies, and Application, pp. 475-479, July 12-14, 2017, Osaka, Japan.
  6. Ching-Ta Lu, Jun-Hong Shen, Mu-Yen Chen, Ling-Ling Wang, and Chih-Chan Hsu, "Removal of Impulse Noise Using Gain Factors Adapted by Noise-Free Pixel Number and Pixel Variationn," Proc. of the 6th International Conference on Frontier Computing (FC 2017) - Theory, Technologies, and Application, pp. 425-434, July 12-14, 2017, Osaka, Japan.
  7. 劉俐伶, 許志群, 陸清達, 沈俊宏, 王玲玲, "藉由影像信賴度改善椒鹽雜訊移除之效能," 2017 全國電信研討會議 (NST 2017), 2017.
  8. 沈俊宏, 麥健棠, 陸清達, "Maximum-Empty-Rectangle Spatial Index for Non-flat Broadcast," the 10th International Conference on Advanced Information Technologies, pp. 473-482, 2016.
  9. 鍾幸宜, 陸清達, 沈俊宏, "使用全域相似性之後處理方法改善除雜訊影像品質之研究," the 10th International Conference on Advanced Information Technologies, pp. 648-656, 2016.
  10. 吳威俐, 陸清達, 沈俊宏, "在零值音框嵌入法中使用諧波特性調適峰值頻譜鎖定長度於語音增強之研究," the 10th International Conference on Advanced Information Technologies, pp. 551-559, 2016.
  11. 黃子璇, 陸清達, 沈俊宏, "藉由多數權重與中值濾波法移除醫學影像中之椒鹽雜訊," the 10th International Conference on Advanced Information Technologies, pp. 405-413, 2016.
  12. 沈俊宏, 魏廷築, 陸清達, "線上商店展售方式對女性消費者的影響 -以購買服裝為例," 第八屆臺灣商管與資訊研討會, 2016.
  13. Ming-Shen Jian, Jun-Hong Shen, Tien-Chi Huang, Yu-Chih Chen, and Jun-Lin Chen, "Language learning in cloud: modular role player game distance-learning system based on voice recognition," Lecture Notes in Electrical Engineering, Vol. 329, pp. 129-135, Jan. 2015. (EI)
  14. Ming-Shen Jian, Jun-Hong Shen, Ming-Sian You, Yu-Siang Huang, and Yu-Syuan Liou, "RFID based modular clerk management system in cloud," Lecture Notes in Electrical Engineering, Vol. 329, pp. 155-161, Jan. 2015. (EI)
  15. Ming-Shen Jian, Jun-Hong Shen, Yi-Fen Hsi, Chao-Chun Chang,Yi-Chi Fang, Ci-Cheng Chen and Wei-Han Chen, "The Flatfoot Automatic Classification Method Based on Image Recognition and Analysis," Proc. of the 6th WSEAS World Congress: Applied Computing Conference, pp. 38-45, 2013.
  16. Ching-Ta Lu, Jun-Hong Shen, Kun-Fu Tseng, Chih-Tsung Chen, and Yan-Jun Lee, "Removal of salt-and-pepper noise using gain masker adapted by switch pixel variance," Proc. of National Symposium on Telecommunications, 2013.
  17. Jun-Hong Shen, Ching-Ta Lu, Ming-Shen Jian and Tien-Chi Huang, "A skewed spatial index for continuous window queries in the wireless broadcast environments," Lecture Notes in Electrical Engineering, Vol. 253, pp. 702-715, 2013. (EI)
  18. Ming-Shen Jian, Fu-Jie Jhan, Kuan-Wei Lee and Jun-Hong Shen, "Cloud Feedback Assistance Based Hybrid Evolution Algorithm for Optimal Data Solution," Lecture Notes in Electrical Engineering, Vol. 253, pp. 733-742, 2013. (EI)
  19. Jun-Hong Shen, Ye-In Chang and Wei-Horng Yeh, "A Unique Key Method for Efficient Image Retrieval in Symbolic Image Databases," Proc. of Workshop on Consumer Electronics, pp. 518-521, 2011.
  20. Ye-In Chang, Jun-Hong Shen and Yi-Siang Wang, "An ID-tree Index Strategy for Supporting Similarity Searches in Information Filtering Systems," Proc. of the IET International Conference on Frontier Computing – Theory, Technologies and Applications, pp. 37-42, 2010.
  21. Ye-In Chang, Chen-Chang Wu, Jun-Hong Shen and Tzu-Lun Huang, "Range Queries Based on a Structured Segment Tree in P2P Systems," Proc. of the 17th IEEE International Conference on Engineering of Computer-Based Systems , pp. 91-99, 2010.
  22. Ye-In Chang, Jun-Hong Shen, Chen-Chang Wu and Han-Ping Chou, "An Efficient JMC Algorithm for the Rhythm Query in Music Databases," National Computer Symposium, Vol. 1, pp. 1-9, 2009. Slide
  23. Ye-In Chang, Chen-Chang Wu, Jun-Hong Shen and Chien-Hung Chen, "Data Classification Based on the Class-rooted FP-tree," International Conference on Complex, Intelligent and Software Intensive Systems, pp. 506-511, 2009.
  24. Jun-Hong Shen and Ye-In Chang, "A Hilbert Curve-Based Distributed Index for Window Queries in Wireless Data Broadcast Systems," Proc. of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, pp. 367-372, 2008. (Presenter)
  25. Ye-In Chang, Chen-Chang Wu, Jun-Hong Shen and Yun-Tai Lu, "An Efficient Hilbert Curve-based Clustering Strategy for Large Spatial Databases," Proc. of the 12th Conference on Artificial Intelligence and Applications, pp. 1-8, 2007.
  26. Ye-In Chang, Jun-Hong Shen and Tsu-I Chen, "A Large-Itemset-Based Method for the Incremental Update of Supporting Personalized Information Filtering on the Internet," International Computer Symposium, pp. 943-948, 2006. (Honorable Mention) (Presenter) PDF
  27. Jun-Hong Shen and Ye-In Chang, "The TopK Scheme for the Energy-Saving Data Organization in Broadcast-Based Wireless Environments," Int. MultiConference of Engineers and Computer Scientists 2006, pp. 881-886, 2006. (Presenter)
  28. Ye-In Chang, Shih-Ying Chiu and Jun-Hong Shen, "An Adaptive Approach to Data Broadcasting in Mobile Information Systems," National Computer Symposium , 2005. (Presenter) PDF
  29. Ye-In Chang, Che-Nan Yang and Jun-Hong Shen, "A Binary-Number-Based Approach to Data Broadcasting in Wireless Information Systems," Proc. of the third IEEE International Workshop on Mobility Management and Wireless Access, Vol. 1, pp. 348-353, 2005. (EI) (Presenter)
  30. Ye-In Chang, Tsu-I Chen and Jun-Hong Shen, "A Large-Itemset-Based Index Structure for Supporting Personalized Information Filtering on the Internet," Proc. of  the 8th World Multiconference on Systemics, Cybernetics and Informatics ( SCI 2004 ), pp. 194-199, 2004. (Sessions' Best Paper) (Presenter)
  31. Ye-In Chang, Shih-Ying Chiu and Jun-Hong Shen, "An Improvement of the Complementary Approach to Data Broadcasting in Mobile Information Systems," Proc. of Int. Conf. on Informatics, Cybernetics, and Systems, pp. 1384-1389, 2003. (Presenter)

Book Chapters (書籍章節)

  1. Jun-Hong Shen and Ye-In Chang, "The TopK Scheme for the Energy-Saving Data Organization in Broadcast-Based Wireless Environments," Recent Advances in Engineering and Computer Science 2007, pp. 140-146, International Association of Engineers, 2007.

Master Thesis (碩士論文)

PhD Dissertation (博士論文)

Patents (專利)

  1. 利用資料探勘以建立記錄個人化資訊可更新樹之方法，發明專利，台灣，I366772，2012/6-2028/6
  2. 無線資料廣播系統中以Hilbert曲線為基礎用於視窗查詢之分散式索引廣播循環及視窗查詢方法，發明專利，台灣，2012/11-2028/11
  3. 偏斜索引樹及建立偏斜索引樹與具索引之非均勻式資料廣播循環之方法，發明專利，台灣，I396400，2013/5-2028/7
  4. 非精確資訊過濾之有效簽章式方法，發明專利，台灣，I398780，2013/6-2029/5

Awards (獲獎)

  1. Best Paper Award, The 7th International Conference on Frontier Computing, Kuala Lumpur, Malaysia, July 3-6, 2018
  2. 指導老師，曾昱滋、周詩婕、許芷瑄、陳芷瑩、黃耀萱、林瑞瑩，2018光泉盃全國微電影競賽，大專組第一名，2018/6/8
  3. 指導老師，曾昱滋、周詩婕、許芷瑄、陳芷瑩、黃耀萱、林瑞瑩，2018光泉盃全國微電影競賽，大專組第三名，2018/6/8
  4. 106學年度傑出教學獎，亞洲大學，2018/03/12
  5. 105年連續2年指導大專生科技部計畫績優獎，亞洲大學，2017/5/18
  6. 指導老師，朱鋐瑞、張嘉玲、方珮蒂、曹育安、林孜蓉、陳學論、陳逸勳，2017台中資訊應用創作展，最佳系統整合獎銀牌，2017/4/27
  7. 指導老師，陳逸勳、陳學論，2017台中資訊應用創作展，最佳資訊應用獎銅牌，2017/4/27
  8. 104學年度績優職涯導師，亞洲大學，2017/2/15
  9. 指導老師，蘇雅禎、蕭信宇、聶宇婕、朱立庭、林可凡，2016年讀書會學習社群成果競賽，佳作，亞洲大學，2016/6/1
  10. 指導老師，黃光佑、陳名宸、林孟錡、王琳、劉俐伶，2016台中資訊應用創作展，最佳互動界面銅牌獎，2016/4/18
  11. 指導老師，蘇雅禎、蕭信宇、聶宇婕、朱立庭、林可凡，2016台中資訊應用創作展，最佳創意設計金牌獎，2016/4/18
  12. 103學年度績優職涯導師，亞洲大學，2015/9/1
  13. 指導老師，戴佩軒、陳筠潔，2015年讀書會/學習社群成果競賽，佳作，亞洲大學，2015/6/16
  14. 指導老師，戴佩軒、陳筠潔，2015第五屆中部地區資訊專題成果競賽暨觀摩會，資訊應用組佳作，2015/6/5
  15. 103學年度優良教師，亞洲大學，2015/03/21
  16. 102學年度紙本創新教材獎勵—ASP.NET網路應用程式設計，亞洲大學，2013/12/25
  17. 101學年度亞洲大學優良學習導師，亞洲大學，2013/09/25
  18. 101學年度紙本創新教材獎勵—Visual C# 視窗程式設計，亞洲大學，2012/12/7