學歷
學校 系所 學位
老多明尼大學 計算與應用數學 博士
經歷
期間 單位 部門 職稱
專長
機器學習
平行計算
演算法
學術著作
期刊論文
期間 內容
2008-12-01 Wen-Bin Lin ,Jen-Ing Hwang,Chien-Chang Yen,'Spike Sorting Using a Finite-Difference-Based Method',FU JEN STUDIES , vol.103-122,2008-12-01
2005-10 Grace J. Hwang, Joseph M. Arul, Eric Lin, and Chung-Yun Hung, (Oct. 2005), “Design and Multithreading Implementation of the Wave-Front Algorithm for Constructing Voronoi Diagrams”. The 6th International Conference on Algorithms and Architectures for Parallel Processing, Melbourne, Australia. Also available as ICA3PP 2005, “Lecture Notes in Computer Science (LNCS), Springer, vol. 3719, pp. 257 – 266
2002-08 Grace J. Hwang and Fumin Li, (August 2002), “A Dynamic Method for Discretization of Continuous Attributes”, Intelligent Data Engineering and Automated Learning - IDEAL 2002, Manchester, UK. Also available as IDEAL'02, “Lecture Notes in Computer Science (LNCS), Springer, vol. 2412, Springer, pp. 506 – 511
2002-08 Grace J. Hwang and Chun-Chan Tung, (August 2002), “Classification Learning by Decomposition of Numerical Datasets”, Intelligent Data Engineering and Automated Learning - IDEAL 2002, Manchester, UK. Also available as IDEAL'02, “Lecture Notes in Computer Science (LNCS), Springer, vol. 2412, Springer, pp. 454 – 460
研討會論文
期間 內容
2013-12-12 Shin-Hung Li ,Jen-Ing G. Hwang,'Bidirectional Ant Colony Optimization Algorithm for Cloud Load Balancing',The 2nd International Conference on Intelligent Technologies and Engineering Systems (ICITES2013),Taiwan,Kaohsiung,2013-12-12
2012-10-16 Chih-Wei Wang,Jen-Ing G. Hwang,'Automatic Clustering using Particle Swarm Optimization with Various Validity Indices',The 2012 5th International Conference on BioMedical Engineering and Informatics (BMEI2012),China,Chongqing,2012-10-16
2012-10-16 Ming-Chun Chien,Jen-Ing G. Hwang,'Secret Image Sharing Using (t,n) Threshold Scheme with Lossless Recovery',The 2012 5th International Congress on Image and Signal Processing (CISP 2012),China,Chongqing,2012-10-16
2011-09-28 Ming-Yu Chen,Jen-Ing G. Hwang,'A Study of Spike Train Measures on Spectral Clustering',Symposium of Bioinformatics and Systems Biology in Taiwan 2011 (BIT2011),Taiwan,Taipei,2011-09-28
2011-07-18 Jen-Ing G. Hwang,Chih-En Liu,'A Feature Selection Method Based on a Support Vector Machine and the Cumulative Distribution Function',ICAI'11 - 13th International Conference on Artificial Intelligence,USA,Las Vegas,2011-07-18
2010-07-11 Jen-Ing G. Hwang,Chih-En Liu,Lori Sokoll,Bao-Ling Adam,'Applying Fuzzy ART In Medical Diagnosis of Cancers',proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC) 2010,China, Qingdao, Shandong,2010-07-11
2010-07-11 Jen-Ing G. Hwang,Chia-Jung Huang,'Evolutionary Dynamic Particle Swarm Optimization for Data Clustering ',proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC) 2010,China,Qingdao, Shandong,2010-07-11
2009-12-17 Jen-Ing Hwang,Min-Tsan Wang,'Use of Proteomic Data to Identify Cancer Diseases: Feature Selection',The 2009 International Conference on Digital Content (ICDC2009),Taiwan,Chungli,2009-12-17
2009-10-08 Jhih-En Liou,Jen-Ing G. Hwang,'Proteomic Analysis of Different Types of Cancer',Symposium of Bioinformatics and Systems Biology in Taiwan 2009 (BIT2009),Taiwan,Taipei,2009-10-08
2008-12-05 Grace J. Hwang,Ching-Lin Yang,'Synchronization of Proteomics Data Using Dynamic Time Warping',IASC2008Japan,Yokohama,2008-12-05
2008-12-05 M. Yen,Grace J. Hwang,'A Simple Ensemble Clustering Based on Fuzzy c-means',IASC2008,Japan,Yokohama,2008-12-05
2007-08-22 Grace J. Hwang,Joseph M. Arul,Eric Lin,Chung-Yun Hung,'Design and Multithreading Implementation of the Wave-Front Algorithm for Constructing Voronoi Diagrams',The 6th International Conference on Algorithms and Architectures for Parallel ProcessingAustralia,Melbourne,2005-10-02 Grace J. Hwang,Hao-Hang Ling,Jack C. Yue,Yuan-Chin Ivan Chang,Bao-Ling Adam,'Automated Preprocessing of Proteomics Data',56 Session of the International Statistical Institute, ISI 2007,Portugal,Lisbon,2007-08-22
2006-02-13 TSUN-CHEN LIN,RU-SHENG LIU,SHU-YUAN CHEN,JEN-ING HWANG,YA-TING CHAO,'Apply Genetic Algorithms and Neural Networks to SELDI Proteomic Data for Prostate Cancer Detection',The Fourth Asia-Pacific Bioinformatics Conference, APBC2006 Taiwan,Taipei,2006-02-13
2005-09-01 Grace J. Hwang,Chuan-Ching Huang,Ta Jen Chen,Jack C. Yue,Y. Chang, B. Adam,'Integrating Discrete Wavelet Transform and Neural Networks for Prostate Cancer Detection Using Proteomic Data',2005 International Joint Conference of InCoB, AASBi and KSBI (BIOINFO2005),Korea,Busan,2005-09-01
2005-06-01 C. C. Huang,C.W. Huang,T.J. Chen,J. C. Yue ,G.J. Hwang,Y.C. Chang,B. L. Adam,'Comparison of Classification Algorithms for Prostate Cancer Detection Using Mass Spectrometry Data',2005 International Conference on Intelligent Technologies and Applied Statistics (ITAS05),Taiwan,Taipei,2005-06-01
2002-08-01 Grace J. Hwang,Chun-Chan Tung,'Classification Learning by Decomposition of Numerical Datasets',UK,Manchester,2002-08-01
2002-08-01 Grace J. Hwang,Fumin Li,'A Dynamic Method for Discretization of Continuous Attributes',UK,Manchester,2002-08-01
2000-01-01 Jen-Ing Grace Hwang,'An Interactive Algorithm for Quality Constraint Delaunay Triangulation',The 17 th Workshop on Combinatorial Mathematics and Computation Theory,Taiwan,Taipei,2000-01-01
研究計畫
期間 主持人 計畫名稱 贊助單位 贊助金額 職稱
2013-08-01至2014-07-31 黃貞瑛 利用螞蟻演算法於雲端之負載平衡 輔仁大學研究發展處
2012-08-01至2013-07-31 黃貞瑛 用二之次冪伽瓦域運算之秘密圖片分享法 輔仁大學研究發展處
2011-08-01至2012-07-31 黃貞瑛 棘波序列之度量法與值譜分群 輔仁大學研究發展處
2010-08-01至2011-07-31 黃貞瑛 利用圖形處理器平行化棘波序列之資料分析 輔仁大學研究發展處
2009-08-01至2010-07-31 黃貞瑛 應用相對有效性指標與粒子群尋優策略之群聚演算法 輔仁大學研究發展處
2009-08-01 至 2010-07-31 黃貞瑛 基於粒子群體最佳化與模糊c 均值之棘波分群 國科會
2009-01-01至2009-12-31 黃貞瑛 生物序列的分析序列比對的基礎 教育部
2008-08-01 至 2009-07-31 黃貞瑛 應用模糊自適應共振於多癌症之蛋白質質體資 國科會
2006-08-01 至 2008-07-31 黃貞瑛 統計學習理論及其應用-機器學習與秩序資料的分類問題 國科會
2006-08-01 至 2007-07-31 黃貞瑛 偵測與排列蛋白質體資料之質譜峰 國科會
2005-08-01 至 2006-07-31 黃貞瑛 統計機器學習及其應用─病例分類與資料縮減研究-應用蛋白質資料庫檢測癌症(2/2) 國科會
2004-08-01 至 2005-07-31 黃貞瑛 統計機器學習及其應用─病例分類與資料縮減研究-應用蛋白質資料庫檢測癌症(1/2) 國科會
研究所論文指導
年度 研究生 論文題目
101 林湘倫 基於 Multimodal PLSA 之音樂曲風分類
101 李欣鴻 應用雙向螞蟻演算法於雲端負載平衡
100 簡銘均 無失真還原的秘密圖片分享方法
100 王志偉 應用不同有效性指標之粒子群演算法於資料自動分群
99 李俊諺 基於局部資料點之嵌入結構於網路入侵偵測
99 陳明裕 棘波序列度量法於值譜分群之研究
校內服務
校內服務內容
期間 內容
2011-08-01至2015-07-31 學生學業、生活輔導
擔任委員
擔任委員內容
期間 內容
2013-06-03至2013-09-06 Journal of Mathematical Problems in Engineering Reviewer
2012-08-03至2012-08-23 CISP'12-BMEI'12 Conferences Reviewer
2012-07-30至2012-09-11 IET Research Journals Reviewer
2011-11-15至2011-12-23 Journals Reviewer
2011-04-04至2011-09-09 Program committee member, The 12th International Conference on Intelligent Data Engineeprogram committee member of IDEAL 2011 IET Research
2009-02-08至2009-04-26 Organizing committee member, The Fifth Statistics and Machine Learning Workshop 委員