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陳倩瑜 助理教授
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學歷 Education 台灣大學博士 Ph.D., National
Taiwan University 研究領域 Research Area
講授課程 Courses Offered近期著作 Recent Publications◎期刊論文 1.Chien-Yu Chen, Shien-Ching Hwang, and Yen-Jen Oyang, Statistics-Based
Approach to Control the Quality of Subclusters in Incremental Gravitational
Clustering, accepted by Pattern Recognition, 2.Chien-Yu Chen, Shien-Ching Hwang, and Yen-Jen Oyang, Analysis and Summarization of Correlations in Data Cubes and its Applications in Microarray Data Analysis, accepted by Intelligent Data Analysis, Vol. 9(1), pp. 43-58, 2005. 3.Yen-Jen Oyang, Shien-Ching Hwang, Yu-Yen Ou, Chien-Yu Chen, and Zhi-Wei Chen, Data Classification with the Radial Basis Function Network Based on a Novel Kernel Density Estimation Algorithm, accepted by IEEE transactions on neural networks, Vol. 16, No. 1, pp225-236, 2005. (SCI) 4.Chien-Yu Chen, Yen-Jen Oyang, and Hsueh-Fen Juan, Incremental Generation of Summarized Clustering Hierarchy for Protein Family Analysis, Bioinformaitcs, 2004, Vol. 20(16), pp. 2586-2596. (SCI) 5.Darby Tien-Hau Chang, Chien-Yu Chen, Wen-Chin Chung, Yen-Jen
Oyang, Hsueh-Fen Juan, and Hsuan-Cheng Huang, ProteMiner-SSM: A
Web Server for Identifying Possible Protein-Ligand Interactions
Based on Analysis of Protein Tertiary Substructures, Nucleic Acids
Research, ◎研討會論文1.Yen-Jen Oyang, Yu-Yen Ou, Shien-Ching Hwang, Chien-Yu Chen, and Darby Tien-Hau Chang, Data Classification with a Relaxed Model of Variable Kernel Density Estimation, to appear in Proceedings of International Joint Conference on Neural Networks, July 31-August 4, 2005. (EI) 2.Yu-Yen Ou, Chien-Yu Chen, and Yen-Jen Oyang, A Novel Radial Basis Function Network Classifier with Hierarchical Clustering Approach, to appear in Proceedings of International Joint Conference on Neural Networks, July 31-August 4, 2005. (EI) 3.Tsun-Chen Lin, Ru-Sheng Liu, Chen-Chung Liu, Chieh-Yu Chen, Shu-Yuan Chen, Genetic Algorithms and Silhouette Measures Applied to Microarray Data Classification, in Proceedings of the Third Asia-Pacific Bioinformatics Conference, Singapore, 2005. 4.Darby Tien-Hau Chang, Chien-Yu Chen, Yen-Jen Oyang, Hsueh-Fen Juan, and Hsuan-Cheng Huang, An Efficient Mechanism for Prediction of Protein-Ligand Interactions Based on Analysis of Protein Tertiary Substructures, in Proceedings of IEEE Fourth Symposium on Bioinformatics and Bioengineering (BIBE-2004), Taichung, Taiwan, May 19-21, 2004. (EI) 5.Chien-Yu Chen, Hsueh-Fen Juan, Po-Jen Hsiao, Shui-Tein Chen, Hsiang-Wen Tseng, and Yen-Jen Oyang, Design of an Incremental Clustering Package for Protein Function and Family Analysis, in Proceedings of IEEE 5th International Symposium on Multimedia Software Engineering, Taichung, Taiwan, 2003. 6.Yen-Jen Oyang, Darby Tien-Hau Chang, Chien-Yu Chen, and Shien-Ching Hwang, Expediting Protein Structural Analysis with an Efficient Kernel Density Estimation Algorithm, in Proceedings of IEEE 5th International Symposium on Multimedia Software Engineering, Taichung, Taiwan, 2003. 7.Yu-Yen Ou, Chien-Yu Chen, Shien-Ching Hwang, and Yen-Jen Oyang, Expediting Model election for Support Vector Machines Based on Data Reduction, in Proceedings of IEEE nternational Conference on Systems, Man and Cybernetics, 2003. (EI) 8.Yen-Jen Oyang, Shien-Ching Hwang, Yu-Yen Ou, Chien-Yu Chen, and Zhi-Wei Chen, A Novel Learning Algorithm for Data Classification with Radial Basis Function Networks, in Proceedings of 9th International Conference on Neural Information Processing (ICONIP-2002), Singapore, Nov. 18-22, 2002. 9.Chien-Yu Chen, Shien-Ching Hwang, and Yen-Jen Oyang, An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory, in Proceedings of 6th Pacific Area Conference on Knowledge Discovery and Data Mining (PAKDD-2002), Taipei, Taiwan, May 6-8, 2002. (LNAI 2336) (SCI Expanded) (EI) 10.Chien-Yu Chen, Shien-Ching Hwang, and Yen-Jen Oyang, Analysis
and Summarization of Correlations in Data Cubes, in Proceedings
of SPIE Vol. 4730 Data Mining and Knowledge Discovery: Theory, Tools,
and Technology IV, Orlando. Florida, USA, April 1-5, 2002. (EI) |