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學術副校長簡介 |
| |
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| 職 稱： |
教授兼學術副校長 |
| 姓 名： |
洪集輝 |
| 電子郵件： |
horng@email.nqu.edu.tw |
| 聯絡電話： |
082-313931 |
| 最高學歷： |
國立臺灣大學電機工程研究所(通訊及信號處理組)博士 |
| 專 長： |
影像處理、視訊分析、人工智慧、資訊安全 |
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經歷 |
| |
| 國立金門大學電子工程學系專任教授兼學術副校長 |
(2018/8~) |
| 國立金門大學電子工程學系專任教授兼進修推廣部主任 |
(2017/8~2018/7) |
| 國立金門大學電子工程學系專任教授 |
(2014/8~2017/7) |
| 國立金門大學電子工程學系專任教授兼理工學院院長 |
(2011/8~2014/7) |
| 國立金門大學電子工程學系專任教授兼教務長 |
(2010/8~2011/7) |
| 國立金門技術學院電子工程系專任教授兼教務長 |
(2009/8~2010/7) |
| 國立金門技術學院電資研究所教授兼所長 |
(2007/8~2009/7) |
| 國立金門技術學院電子工程系專任教授兼系主任 |
(2006/2~2009/7) |
| 國立金門技術學院電子工程系專任教授兼教務長 |
(2004/2~2006/7) |
| 國立金門技術學院電子工程系專任教授兼學務長 |
(2003/8~2004/1) |
| 國立高雄應用科技大學金門分部資管系專任教授兼系主任 |
(2003/2~2003/7) |
| 國立高雄應用科技大學金門分部資管系專任副教授兼系主任 |
(2002/8~2003/1) |
| 國立高雄應用科技大學金門分部資管科專任副教授兼總務組長 |
(2001/8~2002/7) |
| 景文技術學院電子科專任副教授兼電算中心主任 |
(1999/8~2001/7) |
| 景文技術學院資訊管理系專任副教授 |
(1998/8~1999/7) |
| 吳鳳工商專資管科專任副教授兼科主任 |
(1996/8~1998/7) |
| 空中大學金門指導中心面授兼任副教授 |
(1996/8~1998/7) |
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著作、論文 |
| |
| 一、 |
期刊論文(最近五年) |
| 01. |
Juan Lin, Ji-Hwei Horng, Yanjun Liu and Chin-Chen Chang, An Anisotropic Reference Matrix for Image Steganography, Journal of Visual Communication and Image Representation (SCI, Rank:Q2, IF:2.479), (in press), DOI: 10.1016/j.jvcir.2020.102969. [Available online 13 November 2020] |
| 02. |
Kai Gao, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang*, A Novel (2, 3) Reversible Secret Image Sharing Based on Fractal Matrix, IEEE Access (SCI, Rank:Q1, IF:3.745), vol. 8, pp. 174325-174341, 2020, DOI: 10.1109/ACCESS.2020.3025960. [Date of Publication: 22 September 2020] |
| 03. |
Ji-Hwei Horng, Chin-Chen Chang, Guan-Long Li, Steganography using Quotient Value Differencing and LSB Substitution for AMBTC Compressed Images, IEEE Access (SCI, Rank:Q1, IF:3.745), Vol. 8, pp. 129347-129358, 2020, DOI: 10.1109/ACCESS.2020.3009232. [Date of Publication: 14 July 2020]
|
| 04. |
Kai Gao, Ji-Hwei Horng*(corresponding author), Yanjun Liu, and Chin-Chen Chang*, A Reversible Secret Image Sharing Scheme Based on Stick Insect Matrix, IEEE Access (SCI, Rank:Q1, IF:3.745), Vol.8, pp. 130405-130416, 2020, DOI: 10.1109/ACCESS.2020.3009410. [Date of Publication: 15 July 2020] |
| 05. |
Ching-Chun Chang, Ji-Hwei Horng*(corresponding author), Chia-Shou Shih and Chin-Chen Chang, A Maze Matrix-Based Secret Image Sharing Scheme with Cheater Detection, Sensors (SCI, Rank:Q1, IF:3.275), 3802, 20(13), 2020, DOI: 10.3390/s20133802. [Published: 7 July 2020] |
| 06. |
Ji-Hwei Horng, Shuying Xu, Ching-Chun Chang, Chin-Chen Chang, An Efficient Data Hiding Scheme Based on Multi-Dimensional Mini-SuDoKu, Sensors (SCI, Rank:Q1, IF:3.275), 2739, 20(9), 2020, DOI:10.3390/s20092739. [Published: 11 May 2020] |
| 07. |
Ji-Hwei Horng, Juan Lin, Yanjun Liu, Chin-Chen Chang, 3D Multilayered Turtle Shell Models for Image Steganography, Computer Modeling in Engineering & Sciences (SCI), Vol. 125, No. 2, pp. 879-906, 2020, DOI:10.32604/cmes.2020.09355. [Issue published 12 October 2020] |
| 08. |
Xiaozhu Xie, Chin-Chen Chang, Ji-Hwei Horng, An EMD-based data hiding scheme for JPEG images, Connection Science (SCI), accepted. |
| 09. |
Ji-Hwei Horng, Xiaozhu Xie, Chin-Chen Chang, The analysis of stego image visual quality for a data-hiding scheme based on a two-layer turtle shell matrix, International Journal of Computational Science and Engineering (EI), (in press). |
| 10. |
Wenbin Zheng, Ching-Chun Chang, Ji-Hwei Horng*(corresponding author), Juan Lin*, Yunqing Shi, An Adjustable RDH Method for AMBTC-Compressed Images Using Unilateral Pixel Value Modification Strategy, Journal of Network Intelligence (EI), Vol. 5, No. 2, pp. 77-92, May 2020. |
| 11. |
Chin-Chen Chang, Xu Wang, Ji-Hwei Horng, A Hybrid Data Hiding Method for Strict AMBTC Format Images with High-Fidelity, Symmetry (SCI, Rank:Q2, IF:2.645), 1314, 11(10), 2019, DOI:10.3390/sym11101314. [Published: 19 October 2019] |
| 12. |
H.-M. Feng, Wong Ching-Chang, and Ji-Hwei Horng, Li-Yun Lai, Evolutional RBFNs image model describing-based segmentation system designs, Neurocomputing(EI), Volume 272, pp. 374-385, 2018, DOI:https://doi.org/10.1016/j.neucom.2017.07.006. |
| 二、 |
國際研討會(最近五年) |
| 01. |
Ji-Hwei Horng, Shan-Cheng Yang, Chih-Hung Lee, and H.-M. Feng, A Permutation-Based 3D-Sudoku Model for Image Steganography, International Conference on Fuzzy Theory and Its Applications(IEEE Xplore, EI), 2019, DOI:10.1109/iFUZZY46984.2019.9066171. |
| 02. |
Ji-hwei Horng, Chih-Hung Lee, and Shan-Cheng Yang, Image Steganography Using Contrast Enhancement Technique, IEEE International Conference on Innovation, Communication and Engineering(EI), 2019, DOI:10.1109/ICICE49024.2019.9117372. |
| 03. |
Jhe-Huei Liao, Ji-Hwei Horng, Chih-Hung Lee and Haoying Lu, Hiding Secret Image in Absolute Moment Block Truncation Code by Using a Block-Selection Scheme, IEEE International Conference on Applied System Innovation(EI), 2019, DOI:10.1109/ICICE49024.2019.9117431. |
| 04. |
Ji-Hwei Horng, Chih-Hung Lee, Hao-Ying Lu, and Jhe-Huei Liao, A Novel 3D-Sudoku Model for Image Steganography, International Conference on Innovation, Communication and Engineering, ICICE 2018, DOI:https://doi.org/10.1201/9780429019777. |
| 05. |
Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Color Quantization by Hierarchical Octa-Partition in RGB Color Space, IEEE International Conference on Applied System Innovation(EI), 2018, DOI:10.1109/ICASI.2018.8394553. |
| 06. |
Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Analyzing geometric features of SEM image by applying distance transformation method, IEEE International Conference on Applied System Innovation(EI), 2017, DOI:10.1109/ICASI.2017.7988156. |
| 07. |
Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Streamlining the Histogram Equalization of Digital Images by Using Decimation Approach, pp. 482-485, IEEE International Conference on Advanced Materials for Science and Engineering(EI), 2016, DOI:10.1109/ICAMSE.2016.7840177. |
| 三、 |
全國研討會(最近五年) |
| 01. |
Gong-Ming Yang, Ji-Hwei Horng, and Chin-Chen Chang, A 3D Polyhedron Model for Image Steganography, Cryptology and Information Security Conference, CISC 2020. |
| 02. |
廖哲輝、洪集輝, 簡易 3D 方塊模型彩色圖像隱寫術, 第十八屆離島資訊技術與應用研討會, ITAOI 2019. |
| 03. |
馮玄明、陳華慶、洪集輝、許心怡, 居家環境人體姿態識別系統設計，第十七屆離島資訊技術與應用研討會, 2018. |
| 四、 |
期刊論文 |
| 01. |
H.-M. Feng, Ji-Hwei Horng, and SHIANG-MIN JOU, Bacterial Foraging Particle Swarm Optimization Algorithm Based Fuzzy-VQ Compression Systems, Journal of Information Hiding and Multimedia Signal Processing(EI), Volume 1, Number 1, April 2012. |
| 02. |
H.-M. Feng, C.-Y. Chen and Ji-Hwei Horng, Intelligent Omni-Directional Vision-Based Mobile Robot Fuzzy Systems Design and Implementation, Expert Systems with Applications(SCI), Volume 37, Issue 5, pp. 4009-4019, 2010. |
| 03. |
Jenq-Der Chen, Chyi-Da Yang, Chang-Hua Lien and Ji-Hwei Horng, New delay-dependent non-fragile H∞ observer-based control for continuous time-delay systems, Information Sciences(SCI), Volume 178, Issue 24, pp. 4699-4706, 2008. |
| 04. |
Ji-Hwei Horng, An adaptive smoothing approach for fitting digital planar curves with line segments and circular arcs, Pattern Recognition Letters(SCI), 24/1-3, pp. 573-585, 2003. |
| 05. |
Ji-Hwei Horng and Johnny T. Li, Vehicle path planning by using adaptive constrained distance transformation, Pattern Recognition(SCI), Vol. 35, No. 6, pp. 1327-1337, 2002. |
| 06. |
Soo-Chang Pei and Ji-Hwei Horng, Design of FIR bilevel Laplacian-of-Gaussian filter, Signal Processing(SCI), 82/4, pp. 677-691, 2002. |
| 07. |
Ji-Hwei Horng, Improving fitting quality of polygonal approximation by using the dynamic programming technique, Pattern Recognition Letters(SCI), 23/14, pp. 1657-1673, 2002. |
| 08. |
Ji-Hwei Horng and Johnny T. Li, An automatic and efficient dynamic programming algorithm for polygonal approximation of digital curves, Pattern Recognition Letters(SCI), 23/1-3, pp 171-182, 2002. |
| 09. |
Ji-Hwei Horng and Johnny T. Li, A dynamic programming approach for fitting digital planar curves with line segments and circular arcs, Pattern Recognition Letters(SCI), 22, pp. 183-197, 2001. |
| 10. |
Soo-Chang Pei and Ji-Hwei Horng, A moment-based approach for deskewing rotationally symmetric shape, IEEE Trans. on Image Processing(SCI), Vol. 8, No. 12, pp. 1831-1834, 1999. |
| 11. |
Soo-Chang Pei and Ji-Hwei Horng, Finding the optimal driving path of a car using the modified constrained distance transformation, IEEE Trans. on Robotics and Automation(SCI), Vol. 14, No. 5, pp. 663-670, 1998. |
| 12. |
Soo-Chang Pei and Ji-Hwei Horng, Optimum approximation of digital planar curves using circular arcs, Pattern Recognition(SCI), Vol. 29, No. 3, pp. 383-388, 1996. |
| 13. |
Soo-Chang Pei and Ji-Hwei Horng, Fitting digital curve using circular arcs, Pattern Recognition(SCI), Vol. 28, No. 1, pp. 107-116, 1995. |
| 14. |
Soo-Chang Pei and Ji-Hwei Horng, Circular arc detection based on Hough transform, Pattern Recognition Letters(SCI), 16, pp. 615-625, 1995. |
| 15. |
Soo-Chang Pei and Ji-Hwei Horng, Corner point detection using nest moving average, Pattern Recognition(SCI), Vol. 27, No. 11, pp. 1533-1537, 1994. |
| 五、 |
國際研討會 |
| 01. |
H.-C. Chen, H.-M. Feng, D.-h. GUO and Ji-Hwei Horng, Wireless Networks Designs through Advanced Regulation Machine, Proceedings 2012 IEEE International Conference on Anti-Counterfeiting, Security and Identification, pp, 265-269, Taipei, AUG. 24-26, 2012. |
| 02. |
Hsuan-Ming Feng and Ji-Hwei Horng, VQ-Based Fuzzy Compression Systems Designs through Bacterial Foraging Particle Swarm Optimization Algorithm, ICGEC, 2011. |
| 03. |
Tian-Luu Wu and Ji-Hwei Horng, Object-Based Image Retrieval using Perceptual Grouping, ISDA, 2008. |
| 04. |
Tian-Luu Wu and Ji-Hwei Horng, Semantic Space Segmentation for Content-Based Image Retrieval using SVM Decision Boundary and Principal Axis Analysis, IMECS, 2008. |
| 05. |
Ji-Hwei Horng, An Adaptive Smoothing Approach for Fitting Digital Planar Curves with Line Segments and Circular Arcs, 2001 14th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2001), 2001. |
| 06. |
Ji-Hwei Horng, Extracting Objects from 2D Images and Constructing Polygonal Approximation by Using Scale-Space Filtering, 2000 National Symposium on Telecommunications, 2000. |
| 07. |
Ji-Hwei Horng, An Optimal, Quasi-Non-Parametric, and Efficient Algorithm for Polygonal Approximation of Digital Curves, Proceedings of the Fifth Symposium on Computer & Communication Technology, 2000. |
| 08. |
Ji-Hwei Horng, Improving fitting quality of polygonal approximation by using dynamic programming technique, 2000 13th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2000), 2000. |
| 09. |
Ji-Hwei Horng and Johnny T. Li, A dynamic programming approach for fitting digital planar curves with line segments and circular arcs, 1999 12th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP'99), 1999. |
| 10. |
Soo-Chang Pei and Ji-Hwei Horng, A moment-based approach for deskewing rotationally symmetric shapes, Proc. of IEEE International Conference on Pattern Recognition, 1996. |
| 11. |
Soo-Chang Pei and Ji-Hwei Horng, A low complexity algorithm for detecting rotational symmetry based on the Hough transform technique, Proc. of IEEE International Conference on Pattern Recognition, 1996. |
| 12. |
Soo-Chang Pei and Ji-Hwei Horng, Determination of circular arc length and midpoint by Hough transform, IEEE International Symposium on Circuits and Systems, Vol. 3 of 6, pp. 1-4, 1994. |
| 六、 |
全國研討會 |
| 01. |
陳逸勤、洪集輝、伍添祿、馮玄明, 範圍調整雙區域直方圖等化, 第十三屆離島資訊技術與應用研討會, 2014. |
| 02. |
陳逸勤、洪集輝、伍添祿、馮玄明, Local Statistic Information based Histogram Equalization, 第十二屆離島資訊技術與應用研討會, 2013. |
| 03. |
何銘輝、馮玄明、陳華慶、洪集輝、呂謙, 基於演化式學習法求解帶有時間窗車輛路徑問題, ITAOI, 2012. |
| 04. |
馮玄明、吳尚澤、洪集輝, 細菌進化粒子群最佳演算法模糊系統設計, 第十屆離島資訊技術與應用研討會, 2011. |
| 05. |
鄒凱帆、鄭志豪、洪集輝、陳俊達, UHF RFID應用於點名系統, 資訊科技應用學術研討會, 2011. |
| 06. |
陳俊達、王松豪、洪集輝, 應用在 IEEE 802.11a 之低功率、低雜訊降頻混波器, 系統雛型與電路設計創新應用研討會, 2010. |
| 07. |
馮玄明、陳華慶、洪集輝, 動態模糊密度切割演算法應用於資料分群, 第九屆離島資訊技術與應用研討會, 2010. |
| 08. |
馮玄明、吳定宏、洪集輝, 自我建置模糊規則於移動機器人系統之設計, 第十七屆模糊理論及其應用研討會, 高雄大學, DEC. 18-19, 2009. |
| 09. |
林伯陽、伍添祿、洪集輝, LED陣列之影像顯示技術研究與模擬, 第八屆離島資訊技術與應用研討會, 2009. |
| 10. |
馮玄明、吳定宏、洪集輝, 全方位移動機器人糊系統設計, 第八屆離島資訊技術與應用研討會, 2009. |
| 11. |
馮玄明、陳慶逸、洪集輝, 動態演化群集式學習模糊系統設計, 第七屆離島資訊技術與應用研討會, 2008. |
| 12. |
陳慶逸、馮玄明、洪集輝, 自我生成模糊規則及其在函數逼近之應用, 第七屆離島資訊技術與應用研討會, 2008. |
| 13. |
Tian-Luu Wu and Ji-Hwei Horng, An Image Retrieval System with Automatic Query Modification, 第七屆離島資訊技術與應用研討會, 2008. |
| 14. |
馮玄明、陳智勇、洪集輝、吳佳運、吳定宏, 演化式學習法設計模糊影像入侵偵測系統, 全國計算機會議, NCS 2007. |
| 15. |
林伯陽、伍添祿、洪集輝, Edge Preserving Halftoning based on the Error Diffusion Technique, 第六屆離島資訊技術與應用研討會, 2007. |
| 16. |
馮玄明、洪集輝, 演化式學習模糊影像監控系統的設計與應用, 第六屆離島資訊技術與應用研討會, 2007. |
| 17. |
楊正宏、吳國銓、洪集輝, 粒子族群最佳化用於特徵選取及支持向量機參數最佳化, 第十一屆人工智慧與應用研討會, 2006. |
| 18. |
王仁傑、洪集輝, A Background Subtraction Based Video Object Detecting and Tracking Method, 第十一屆人工智慧與應用研討會, 2006. |
| 19. |
王仁傑、洪集輝, A multi-period algorithm of snakes, 第五屆離島資訊技術與應用研討會, 2006. |
| 20. |
李志泓、洪集輝, 金門地區資訊網路發展現況, 第三屆離島資訊技術與應用研討會, 2003. |
| 21. |
洪集輝、李天義, 用空間變異型距離轉換作汽車之自動導引系統, 第十三屆技職研討會, 商業類III：資訊組, pp. 121-130, 1998. |
| 22. |
洪集輝, 用可適性數理形態學做邊緣連結, 第十二屆技職研討會, 商業類III, pp. 105-114, 1997. |
| 七、 |
其他：服務學校學報 |
| 01. |
洪集輝、陳宏銘, 用兩步驟智慧型演算法解史坦納最少成本樹問題, 景文技術學院學報, 第十期, 第一冊, pp. 37-46, 1999. |
| 02. |
莊益瑞、洪集輝, 圖形最短路徑之快速演算法 - 汽車駕駛輔助資訊系統之最近服務搜尋, 景文技術學院學報, 第十期, 第一冊, pp. 77-85, 1999. |
| 03. |
洪集輝、李天義, 無人駕駛車之路徑規劃資訊系統, 吳鳳學報, 第六期, pp. 136-149, 1998. |
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科技部計畫 |
| |
| 01. |
103年度國科會研究計畫(共同主持人)-
高中職「低碳建築能源教育縱貫式課程」研發計畫--總計畫(3/3)102-3113-S-507 -001 -GJ |
| 02. |
102年度國科會研究計畫(共同主持人)-
高中職「低碳建築與地熱能源科技領域縱貫式課程」研發計畫--總計畫(2/3)102-3113-S-507 -001 -GJ |
| 03. |
101年度國科會研究計畫(共同主持人)-
縱貫式低碳建築能源教育研發及推廣--總計畫：縱貫式低碳建築能源教育研發及推廣(1/3)101-2514-S-507-001- |
| 04. |
101年度國科會研究計畫(主持人)-
政策導向計畫:低碳台灣高瞻未來—金門展覽營運計畫 (101-3113-S-507-001-) |
| 05. |
98年度國科會研究計畫(共同主持人)-
利用分離曲線演化及雙連續原始邊緣建構物件之骨架及輪廓用以物件影像資料庫形狀之辨識及檢索 (98-2221-E-507-003) |
| 06. |
96年度國科會大專生參與專題研究計畫(指導教授)-
視訊監視系統中移動物體之參數化輪廓模型及追蹤 (96-2815-C-507 -002 -E), 許庭維 |
| 07. |
89年度國科會研究計畫(主持人)-
應用動態規劃法於平面型數位曲線之分析 (NSC 89-2213-E-228-004) |
| 08. |
89年度國科會研究計畫(主持人)-
尺度空間濾波技術在影像分析之應用 (NSC 89-2213-E-228-001) |
| 09. |
88年度國科會研究計畫(主持人)-
空間變異型距離轉換之理論與應用 (NSC 88-2213-E-228-002) |
| 10. |
88年度國科會大專生參與專題研究計畫(指導教授)-
物流中心之配送車輛途程問題的演算法推導與資訊系統開發 (88-2815-C-228-002-H), 陳宏銘 |
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教育部計畫 |
| |
| 01. |
101教育部「環境變遷與能源科技」補助課程計畫(共同主持人) |
| 02. |
96-97教育部資通訊課程推廣計畫(主持人) |
| 03. |
97增添系統整合製造系統計畫(主持人) |
| 04. |
98前瞻晶片系統設計(SOC)學程計畫(主持人) |
| 05. |
98-99年RFID科技及應用學程計畫(主持人) |
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榮譽與服務 |
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| 01. |
金門高中傑出校友(100) |
| 02. |
淡江大學電機系傑出系友(99) |
| 03. |
中正國小傑出校友(99) |
| 04. |
金城國中傑出校友(94) |
| 05. |
八十九學年度景文技術學院教學傑出獎 |
| 06. |
八十八學年度國科會甲種研究獎勵 |
| 07. |
八十五學年度國科會甲種研究獎勵 |
| 08. |
第三十屆全國資訊安全會議的論文審查委員 |
| 09. |
Honorary General Chair, ICASI 2019 |
| 10. |
Honorary General Chair, ICICE 2018 |
| 11. |
第十二屆離島資訊技術與應用研討會議程委員及論文審查委員 |
| 12. |
金門縣警局101離島建設基金道路監視系統顧問 |
| 13. |
高苑科技大學資訊學院100學年度諮議委員 |
| 14. |
第11屆離島資訊技術與應用研討會session chair |
| 15. |
金門縣警局100離島建設基金e化勤指系統顧問 |
| 16. |
Invited Session Chair, ICGEC-2011 |
| 17. |
稻江科技暨管理學院校務自我評鑑校外委員 |
| 18. |
Reviewer of Bio- and Medical Informatics and Cybernetics: BMIC 2010 |
| 19. |
Reviewer of Information Sciences(Impact Factor: 3.095) |
| 20. |
國立高雄應用科技大學九十七學年度碩士論文口試委員 |
| 21. |
2009第七屆微電子技術發展與應用研討會議程委員 |
| 22. |
第八屆離島資訊技術與應用研討會指導委員 |
| 23. |
教育部電算中心DOC,數位教材及課程,區網中心,學術典藏計畫評審委員 |
| 24. |
第七屆離島資訊技術與應用研討會議程委員 |
| 25. |
金酒公司工程及勞務採購評審委員 |
| 26. |
第六屆離島資訊技術與應用研討會議程委員 |
| 27. |
行政院公共工程委員會採購評選委員會專家學者 |
| 28. |
第十一屆人工智慧與應用研討會議程委員及論文審查委員 |
| 29. |
第五屆離島資訊技術與應用研討會大會主席 |
| 30. |
南亞技術學院資訊與通訊工程研究所九十四學年度碩士論文口試委員 |
| 31. |
教育部九十三年度專科學校評鑑委員會委員 |
| 32. |
國立金門高級農工職業學校專題報告寫作比賽評審 |
| 33. |
金門縣政府暨所屬機關九十二年度第三次約僱人員聯合甄試命題(閱卷)委員 |
| 34. |
金門縣政府暨所屬機關多項採購案評選委員 |
| 35. |
Reviewer of Pattern Recognition Letters(SCIE & EI, Impact factor: 1.138) |
| 36. |
國立臺灣大學電機研究所八十九學年度碩士論文口試委員 |
| 37. |
國科會八十九年度「補助技職校院發展應用性先期研究計畫」審查委員 |
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