Intelligent Computing Lab.
Bioinformatics in NCTU, Taiwan. 		回首頁

指導教授

何信瑩 教授 兼生物資訊所 所長
電話 : (03)5712121 分機 56905
E-MAIL : syho@mail.nctu.edu.tw
辦公室 生科實驗館 205室 (分機 56905)
實驗室 生科實驗館 204室 (分機 56910)
 主要學歷
Journal Papers
Revised Papers
Submitted papers
International Conference Papers
Local Conference Papers
產學合作
技術報告
電腦軟體
傑出成就
專利
技術移轉
指導學生論文
授課資訊

最高學歷

國立交通大學 資訊工程 博士 1988/09至1992/07
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Journal Papers

  1. C.-W. Tung and S.-Y. Ho*, "Computational identification of ubiquitylation sites from protein sequences," BMC Bioinformatics, vol. 9, pp. 310, 2008. (SCI) (Highly accessed) [Abstract]

  2. S.-Y. Ho, H.-S. Lin, W.-H. Liauh and S.-J. Ho, "OPSO: Orthogonal Particle Swarm Optimization and Its Application to Task Assignment Problems," accepted by IEEE Trans. Systems, Man, and Cybernetics -Part A, Systems and Humans, 38 (2), pp. 288-298, MAR 2008. (SCI, EI) [Abstract]

  3. M.-H. Hung, S.-J. Ho, L.-S. Shu, S.-F. Hwang, and S.-Y. Ho*, "A Novel Multiobjective Simulated Annealing Algorithm for Designing Robust PID Controllers," accepted by IEEE Trans. Systems, Man, and Cybernetics-Part A, Systems and Humans, 38 (2), pp. 319-330, MAR 2008. (SCI, EI) [Abstract]

  4. W.-L. Huang, C.-W. Tung, S.-W. Ho, S.-F. Hwang and S.-Y. Ho*, "ProLoc-GO: Utilizing informative Gene Ontology terms for sequence-based prediction of protein subcellular localization," BMC Bioinformatics, vol. 9, pp. 80, 2008. (SCI) [Abstract]

  5. W.-L. Huang, H.-M. Chen, S.-F. Hwang, and S.-Y. Ho*, “Accurate prediction of enzyme subfamily class using an adaptive fuzzy k-nearest neighbor method,” BioSystems, pp. 405-413, 2007. (SCI) [Abstract]

  6. S.-Y. Ho*, C.-H. Hsieh, F.-C. Yu, and H.-L. Huang, "An intelligent two-stage evolutionary algorithm for dynamic pathway identification from gene expression profiles," IEEE/ACM Trans. Computational Biology and Bioinformatics, pp. 648-704, 2007. (SCI) [Abstract]

  7. W.-L. Huang, C.-W. Tung, H.-L. Huang, S.-F. Hwang, and S.-Y. Ho*, “ProLoc: Prediction of protein subnuclear localization using SVM with automatic selection from physicochemical composition features,” BioSystems, vol. 90, issue 2, pp. 571-581, 2007. (SCI) [Abstract]

  8. H.-L. Huang, C.-C. Lee, and S.-Y. Ho*, “Selecting a minimal number of relevant genes from microarray data to design accurate tissue classifiers,” BioSystems, vol. 90, issue 1, pp. 78-86, 2007.(SCI) [Abstract]

  9. L.-T. Huang, M.M. Gromiha and S.-Y. Ho*, “Sequence Analysis and Rule Development of Predicting Protein Stability Change upon Mutation Using Decision Tree Model,” Journal of Molecular Modeling, 13(8), 879-890, 2007. (SCI) [Abstract]

  10. S.-Y. Ho*, F.-C. Yu, C.-Y. Chang, and H.-L. Huang, "Design of Accurate Predictors for DNA-binding Sites in Proteins Using Hybrid SVM-PSSM Method," BioSystems, vol. 90, pp. 234-241, 2007. (SCI) [Abstract]

  11. L.-T. Huang, M.M. Gromiha and S.-Y. Ho, “iPTREE-STAB: Interpretable Decision Tree Based Method for Predicting Protein Stability Changes upon Mutations,” Bioinformatics, 23(10), 1292-1293, 2007. (SCI) [Abstract]

  12. C.-W. Tung and S.-Y. Ho*, "POPI:Predicting immunogenicity of MHC class I binding peptides by mining informative physicochemical properties," Bioinformatics, vol. 23, issue 8, pp. 942-949, 2007. (SCI) [Abstract]

  13. L.-T. Huang, K. Saraboji, S.-Y. Ho, S.-F. Hwang, M.N. Ponnuswamy, and M.M. Gromiha, “Prediction of protein mutant stability using classification and regression tool,” Biophysical Chemistry, vol. 125, pp. 462-470, 2007. (SCI) [Abstract]

  14. H.-M. Chen, B.-F. Liu, H.-L. Huang, S.-F. Hwang, and S.-Y. Ho*, "SODOCK: Swarm Optimization for Highly Flexible Protein-Ligand Docking," Journal of Computational Chemistry, vol. 28, pp. 612-623, 2007. (SCI) [Abstract]

  15. S.-Y. Ho*, C.-H. Hsieh, H.-M. Chen, and H.-L. Huang, "Interpretable gene expression classifier with an accurate and compact fuzzy rule base for microarray data analysis," BioSystems, vol. 85, pp. 165-176, 2006. (SCI) [Abstract]

  16. L.-T. Huang, M.M. Gromiha, S.-F. Hwang, and S.-Y. Ho*, “Knowledge Acquisition and Development of Accurate Rules for Predicting Protein Stability Changes,” Computational Biology and Chemistry, vol. 30, pp. 408-415, 2006. (SCI) [Abstract]

  17. S.-J. Ho, L.-S. Shu, and S.-Y. Ho*, "Optimizing Fuzzy Neural Networks for Tuning PID Controllers Using an Orthogonal Simulated Annealing Algorithm OSA," IEEE Trans. Fuzzy System, vol. 14, no. 3, pp. 421-434, June 2006.(EI, SCI) [Abstract]

  18. S.-Y. Ho*, C.-H. Hsieh, K.-W. Chen, H.-L. Huang, H.-M. Chen, and S.-J. Ho, "Scoring method for tumor prediction from microarray data using an evolutionary fuzzy classifier," Lecture Notes in Artificial Intelligence, LNAI 3918, pp. 520-529, 2006. (SCI, EI) [Abstract]

  19. S.-J. Ho, Wen-Yuan Ku, Jun-Wun Jou, M.-H. Hung, and S.-Y. Ho*, "Intelligent Particle Swarm Optimization in Multi-objective Problems," Lecture Notes in Artificial Intelligence, LNAI 3918, pp. 790-800, 2006. (SCI, EI) [Abstract]

  20. S.-J. Ho, S.-Y. Ho*, M.-H. Hung, and L.-S. Shu, H.-L. Huang, "Designing Structure-Specified Mixed H2/H∞ Optimal Controllers Using an Intelligent Genetic Algorithm IGA," IEEE Trans. Control Syst. Tech., vol. 13, no. 6, pp. 1119-1124, Nov. 2005. (SCI, EI) [Abstract]

  21. J.-H. Chen, H.-M. Chen, and S.-Y. Ho*, "Design of Nearest Neighbor Classifier: Multi-objective Approach," Journal of Approximate Reasoning, volume 40, issues 1-2, pp. 3-22, July 2005. (SCI, EI) [Abstract]

  22. J.-H. Chen and S.-Y. Ho*, "A Novel Approach to Production Planning of Flexible Manufacturing Systems Using an Efficient Multi-Objective Genetic Algorithm," International Journal of Machine Tools and Manufacture, vol. 45, issues 7-8, pp. 949-957, 2005. (SCI, EI) [Abstract]

  23. K.-C. Lee, S.-J. Ho and S.-Y. Ho, "Accurate Estimation of Surface Roughness from Texture Features of the Surface Image Using an Adaptive Neuro-Fuzzy Inference System," Precision Engineering, vol. 29, no. 1, pp. 95-100, Jan. 2005. (SCI, EI) [Abstract]

  24. S.-Y. Ho*, L.-S. Shu, and J.-H. Chen, "Intelligent Evolutionary Algorithms for Large Parameter Optimization Problems," IEEE Trans. Evolutionary Computation, vol. 8, no. 6, pp. 522-541, Dec. 2004. (SCI, EI)(impact factor: 3.688, rank: 3/78, highly cited paper) [Abstract]

  25. S.-J. Ho, S.-Y. Ho*, and L.-S. Shu, "OSA: Orthogonal Simulated Annealing Algorithm and Its Application to Designing Mixed H2/H_inf Optimal Controllers," IEEE Trans. Systems, Man, and Cybernetics─Part A, Systems and Humans, vol. 34, no. 5, pp. 588-600, Sept. 2004. (SCI, EI) [Abstract]

  26. S.-Y. Ho*, S.-J. Ho, Y.-K. Lin, and C.-C. Chu, "An Orthogonal Simulated Annealing Algorithm for Large Floorplanning Problems," IEEE Trans. VLSI systems, vol. 12, no. 8, pp. 874-876, Aug. 2004. (SCI, EI) [Abstract]

  27. L.-S. Shu, S.-Y. Ho* and S.-J. Ho, "A Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems," IEEE Trans. Magnetics, vol. 40, no. 4, pp. 1791-1795. Jul. 2004. (SCI, EI) [Abstract]

  28. S.-Y. Ho*, H.-M. Chen, S.-J. Ho, and T.-K. Chen, "Design of Accurate Classifiers with a Compact Fuzzy-Rule Base Using an Evolutionary Scatter Partition of Feature Space," IEEE Trans. Systems, Man, and Cybernetics─Part B, vol. 34, no. 2, pp. 1031-1044, April. 2004. (SCI, EI) [Abstract]

  29. S.-Y. Ho*, J.-H. Chen, and M.-H. Huang, "Inheritable Genetic Algorithm for Bi-Objective 0/1 Combinatorial Optimization Problems and Its Applications," IEEE Trans. Systems, Man, and Cybernetics─Part B, vol. 34, no. 1, pp. 609-620, Feb. 2004. (SCI, EI) [Abstract]

  30. J.-H. Chen, H.-M. Chen, S.-Y. Ho*, "Design of nearest neighbor classifiers using an intelligent multi-objective evolutionary algorithm," Lecture Notes in Computer Science, vol. 3157, pp. 262-271, Aug., 2004. (SCI, EI) [Abstract]

  31. L.-S. Shu, S.-J. Ho, S.-Y. Ho*, J.-H. Chen and M.-H. Hung, "A novel multi-objective orthogonal simulated annealing algorithm for solving multi-objective optimization problems with a large number of parameters," Lecture Notes in Computer Science, vol. 3102, pp. 737-747, June, 2004. (SCI, EI) [Abstract]

  32. K.-Z. Lee, T.-W. Liu, and S.-Y. Ho*, "Model-Based Pose Estimation of Human Motion Using Orthogonal Simulated Annealing," Lecture Notes in Computer Science - Intelligent Data Engineering and Automated Learning, vol. 2690, pp. 983-991, Aug. 2003. (SCI, EI) [Abstract]

  33. K.-Z. Lee, W.-C. Chuang, and S.-Y. Ho*, 2003, "A Non-Parametric Image Segmentation Algorithm Using an Orthogonal Experimental Design Based Hill-Climbing," Lecture Notes in Computer Science - Intelligent Data Engineering and Automated Learning, vol. 2690, pp. 1076-1081, Aug. 2003. (SCI, EI) [Abstract]

  34. S.-Y. Ho*, S.-J. Ho, and T.-K. Chen, "Design of High Performance Fuzzy Controllers Using Flexible Parameterized Membership Functions and Intelligent Genetic Algorithms," International Journal JSME Series C, vol. 46, no. 1, pp. 252-262, 2003. (SCI, EI) [Abstract]

  35. S.-Y. Ho* and K.-Z. Lee, "Design and Analysis of an Efficient Evolutionary Image Segmentation Algorithm," Journal of VLSI Signal Processing, vol. 35, no. 1, pp. 29-42, Aug. 2003. (SCI, EI) [Abstract]

  36. H.-L. Huang and S.-Y. Ho*, "Mesh Optimization for Surface Approximation Using an Efficient Coarse-to-Fine Evolutionary Algorithm," Pattern Recognition, vol. 36, no. 4, pp. 848-864, 2003. (SCI, EI) [Abstract]

  37. S.-Y. Ho* and K.-Z. Lee, "Genetic algorithm with intelligent crossover for colour quantization," Imaging Science Journal, vol. 51, no. 3, pp. 151-162, July 2003. (SCI, EI) [Abstract]

  38. L.-S. Shu, S.-J. Ho, and S.-Y. Ho*, 2003, "A Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems," Lecture Notes in Computer Science, vol. 2690, pp. 415-420, 2003.(SCI, EI) [Abstract]

  39. S.-Y. Ho*, K.-C. Lee, S.-S. Chen, and S.-J. Ho, "Accurate Modeling and Prediction of Surface Roughness by Computer Vision in Turning Operations Using an Adaptive Neuro-Fuzzy Inference System," Internal Journal of Machine Tools and Manufacture, vol. 42, no. 13, pp. 1441-1446, Dec. 2002. (SCI, EI) [Abstract]

  40. J.-H. Chen and S.-Y. Ho*, "Intelligent Multi-Objective Evolutionary Algorithm for Editing Minimum Reference Set," Communication of Taiwan Institute of Information and Computation, vol. 5, no. 2, pp. 1-6, May 2002.

  41. S.-Y. Ho*, C,-C. Liu, and S. Liu, "Design of an Optimal Nearest Neighbor Classifier Using an Intelligent Genetic Algorithm," Pattern Recognition Letters, vol. 23, no. 13, pp. 1495-1503, May 2002. (SCI, EI) [Abstract]

  42. S.-Y. Ho* and Y.-C. Chen, "An Efficient Evolutionary Algorithm for Accurate Polygonal Approximation," Pattern Recognition, vol. 34, no. 12, pp. 2305-2317, Oct. 2001. (SCI, EI) [Abstract]

  43. S.-Y. Ho* and H.-L. Huang, "Facial Modeling from an Uncalibrated Face Image Using Flexible Generic Parameterized Facial Models," IEEE Trans. Systems, Man, and Cybernetics─PartB, vol. 31, no. 5, pp. 706-719, Oct. 2001. (SCI, EI) [Abstract]

  44. S.-Y. Ho* and H.-L. Huang, "Facial Modeling from an Uncalibrated Face Image Using a Coarse-to-Fine Genetic Algorithm," Pattern Recognition, vol. 34, no. 5, pp. 1015-1031, 2001. (SCI, EI) [Abstract]

  45. S.-Y. Ho* and C.-C. Yang, "An Efficient Algorithm for the Design of a k-NNR Classifier," Journal of Feng Chia University, vol. 36, pp. 53-72, Dec. 1999.

  46. S.-Y. Ho* and H.-L. Huang, "An Analytic Solution for the Pose Determination of Human Faces from a Monocular Image," Pattern Recognition Letters, vol. 19, no. 11, pp. 1045-1054, Nov. 1998. (SCI, EI) [Abstract]

  47. S.-Y. Ho* and D.-H. Shi, "An Efficient Region-Based Algorithm for Detecting Human Faces in a Complex Background," Journal of Feng Chia University, vol. 33, pp. 135-156, June 1997.

  48. S.-Y. Ho* and J.-C. Hwang, "Polyhedral Recognition and Localization with Fast Library Search from a Monocular Image," Journal of Feng Chia University, vol. 31, pp. 151-170, June 1996.

  49. Z. Chen, T.-L. Chia, and S.-Y. Ho, "Measuring 3-D Location and Shape Parameters of Cylinders by a Spatial Encoding Technique," IEEE Trans. Robotics and Automation, vol. 10, no. 5, pp. 632-647, Sept. 1994. (SCI, EI) [Abstract]

  50. Z. Chen, C.-M. Wang, and S.-Y. Ho, "An Effective Search Approach to Camera Parameter Estimation Using Arbitrary Planar Calibration Object," Pattern Recognition, vol. 26, no. 5, pp. 655-666, May 1992. (SCI, EI) [Abstract]

  51. Z. Chen, S.-Y. Ho, and D.-C. Tseng, "Polyhedral Face Reconstruction and Modeling from a Single Image with Structured Light," IEEE Trans. Systems, Man, and Cybernetics, vol. 23, no. 3, pp. 864-872, May 1992. (SCI, EI) [Abstract]

  52. Z. Chen and S.-Y. Ho, "Incremental Model Building of Polyhedral Objects Using Structured Light," Pattern Recognition, vol. 26, no. 1, pp. 33-46, Jan. 1992. (SCI, EI) [Abstract]

  53. Z. Chen and S.-Y. Ho, "Computer Vision for Robust 3D Aircraft Recognition with Fast Library Search," Pattern Recognition, vol. 24, no. 5, pp. 375-390, May 1990. (SCI, EI) [Abstract]

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Revised Papers

  1. S.-J. Ho, M.-H. Hung, L.-S. Shu, and S.-Y. Ho*, "Pareto Solutions to Multi-Objective Structure-Specified Optimal Controller Problem," submitted to IEEE Trans. Control Syst. Tech., 2006 (under revision) (SCI, EI)

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Submitted Papers

  1. C.-T. Lin, C.-L. Chin, S.-Y. Ho, and L.-T. Huang, "Detection and Compensation Algorithm for Backlight Images with Fuzzy Logic and Cubic Curve based Compensation," submitted to IEEE Trans. Systems, Man, and Cybernetics─Part B, 2006. (SCI)

  2. C.-T. Lin, C.-L. Chin, L.-T. Huang, S.-Y. Ho, and J.-K. Jan, "A Copyright Protection Technique based on Spatial and Frequency Domain Characteristics," submitted to Journal of Research and Practice in Information Technology, 2006. (SCI)

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International Conference Papers

  1. Y.-H. Chen and S.-Y. Ho, 2007, "GRNet: An efficient and robust evolutionary method for reconstructing gene regulatory networks," 18th International Conference on Genome Informatics, Biopolis, Singapore.

  2. S.-J. Ho, C.-Y. Chang, L.-T. Huang, S.-F. Hwang, S.-Y. Ho, 2007,“Acquisition of Rule-based Knowledge for Analyzing DNA-binding Sites in Proteins,” In proc. of the 2nd International Conf. on Scalable Information Systems (INFOSCALE2007), Suzhou, China.

  3. C.-W. Tung and S.-Y. Ho, 2007, "Mining physicochemical properties for predicting immunogenicity of MHC class II binding peptides." 18th International Conference on Genome Informatics. Biopolis, Singapore.

  4. H.-L. Huang, Y.-H. Chen, D. D. Koeberl and S.-Y. Ho, 2007, “Boosting Evolutionary Support Vector Machine for Designing Tumor Classifiers from Microarray Data,” 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, Honolulu, Hawaiii, April 1-5, 2007.

  5. S.-J. Ho, W.-Y. Ku, J.-W. Jou, M.-H. Hung, and S.-Y. Ho, April 9-12, 2006, "Intelligent Particle Swarm Optimization in Multi-objective Problems," The 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore.

  6. S.-Y. Ho, C.-H. Hsieh, K.-W. Chen, H.-L. Huang, H.-M. Chen, and S.-Y. Ho, April 9-12, 2006, "Scoring method for tumor prediction from microarray data using an evolutionary fuzzy classifier," The 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore.

  7. S.-Y. Ho, C.-Y. Chang, L.-T. Huang, W.-L. Huang, and S.-F. Hwang, 2005. Accurate prediction and analysis of DNA-binding proteins using a rule-based decision tree system. In: Proceedings of 12th International Conference on BioMedical Engineering: ICBME 2005, Singapore, p. 108.

  8. J.-H. Chen, D. E. Goldberg, and S.-Y. Ho, "Quality-time analysis of multi-objective evolutionary algorithms," in Proceeding of 2005 ACM SIG-EVO Genetic and Evolutionary Computation Conference (GECCO-2005), Loews L'Enfant Plaze Hotel, Washington, D.C., USA, 2005.

  9. H.-L. Huang and S.-Y. Ho, "Simultaneous Optimization of Gene Selection and Tumor Classification Using Intelligent Genetic Algorithm and Support Vector Machine," 2005 International Joint Conference of InCoB, AASBi and KSBI, Sep. 2005, Korea.

  10. S.-Y. Ho, C.-C. Lee, H.-M. Chen, and H.-L. Huang, 2005. Efficient gene selection for classification of microarray data. in Proceedings of Congress on Evolutionary Computation, UK, Edinburgh, pp. 642-649.

  11. S.-Y. Ho, C.-H. Hsieh, F.-C. Yu, and H.-L. Huang, "Evolutionary Divide-and-Conquer Approach to Inferring S-system Models of Genetic Networks," in Proceedings of the 2005 IEEE Congress on Evolutionary Computation, vol. 1, pp. 691-698, 2005.

  12. B.-F. Liu, H.-M. Chen, H.-L. Huang, S.-F. Hwang, and S.-Y. Ho, "Flexible protein-ligand docking using particle swarm optimization," in Proceedings of the 2005 IEEE Congress on Evolutionary Computation, vol 1, pp.251-258, 2005.

  13. S.-Y. Ho, C.-H. Hsieh, F.-C. Yu and H.-L. Huang, "Evolutionary Divide-and-Conquer Approach to Inferring S-system Models of Genetic Networks," IEEE Proceedings of Congress on Evolutionary Computation CEC2005, Sep. 2005, Edinburgh.

  14. S.-Y. Ho, C.-H. Hsieh, and F.-C. Yu, 2005, "Inference of S-system Models for Large-Scale Genetic Networks," Proceedings of the International Workshop on Biomedical Data Engineering, pp. 30-35, Tokyo, Japan, April 3-4, 2005.

  15. J.-H. Chen, H.-M. Chen, and S.-Y. Ho, 2004,"Design of Nearest Neighbor Classifiers Using an Intelligent Multi-Objective Evolutionary Algorithm," Proceedings of 8th Pacific Rim International Conference on Artificial Intelligence, pp. 262-271, Auckland, New Zealand.

  16. K.-Z. Lee, W.-C. Chuang, and S.-Y. Ho, 2003, "A Non-Parametric Image Segmentation Algorithm Using an Orthogonal Experimental Design Based Hill-Climbing," 4th International Conference, IDEAL 2003, LNCS 2690, pp. 1076-1081, Hong Kong, China.

  17. K.-Z. Lee, T.-W. Liu, and S.-Y. Ho, 2003, "Model-Based Pose Estimation of Human Motion Using Orthogonal Simulated Annealing," 4th International Conference, IDEAL 2003, LNCS 2690, pp. 983-991, Hong Kong, China.

  18. L.-S. Shu, S.-J. Ho, and S.-Y. Ho, 2003, "Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems," 4th International Conference, IDEAL 2003, LNCS 2690, pp. 415-420, Hong Kong, China.

  19. J.-H. Chen, D.-E. Goldberg, S.-Y. Ho, and K. Sastry, 2002, "Fitness Inheritance in Multi-Objective Optimization," Proceedings of Genetic and Evolutionary Computation Conference, pp. 319-326, New York, USA.

  20. S.-Y. Ho, Z.-B. Huang, and S.-J. Ho, 2002, "An Evolutionary Approach for Pose Determination and Interpretation of Occluded Articulated Objects," Proceedings of Congress on Evolutionary Computation, pp. 1092-1097, Honolulu, USA.

  21. S.-Y. Ho, C.-C. Liu, S. Liu, and J.-W. Jou, 2002, "Design of an Optimal Nearest Neighbor Classifier Using an Intelligent Genetic Algorithm," Proceedings of Congress on Evolutionary Computation, pp. 594-599, Honolulu, USA.

  22. S.-Y. Ho, T.-K. Chen, and S.-J. Ho, 2002, "Design of High Performance Fuzzy Controllers Using Flexible Parameterized Membership Functions and Intelligent Genetic Algorithms," Proceedings of Congress on Evolutionary Computation, pp. 1378-1383, Honolulu, USA.

  23. J.-H. Chen and S.-Y. Ho, 2001, "Multi-Objective Evolutionary Optimization of Flexible Manufacturing Systems," Proceedings of Genetic and Evolutionary Computation Conference, pp. 1260-1267, San Francisco, California, USA.

  24. H.-M. Chen and S.-Y. Ho, 2001, "Designing an Optimal Evolutionary Fuzzy Decision Tree for Data Mining," Proceedings of Genetic and Evolutionary Computation Conference, pp. 943-950, San Francisco, California, USA.

  25. H.-L. Huang and S.-Y. Ho, 2001, "Mesh Optimization for Surface Approximation Using a Coarse-to-Fine Evolutionary Algorithm," Proceedings of Congress on Evolutionary Computation, pp. 584-591, Seoul, Korea.

  26. S.-Y. Ho and K.-Z. Lee, 2001, "An Efficient Evolutionary Image Segmentation Algorithm," Proceedings of Congress on Evolutionary Computation, pp. 1327-1334, Seoul, Korea.

  27. T.-K. Chen, S.-Y. Ho, and S.-J. Ho, 2000, "Design an Efficient Fuzzy Classifier Using an Intelligent Genetic Algorithm," Proceedings of IEEE International Computer Software and Application Conference (COMPSAC2000), pp. 293-298, Taipei, Taiwan.

  28. H.-L. Huang and S.-Y. Ho, 2000, "Mesh Optimization for Surface Approximation Using an Genetic Algorithm with a 2D Orthogonal Array Crossover," Proceedings of International Computer Symposium, pp. 109-116, Chiayi, Taiwan.

  29. S.-Y. Ho and K.-Z. Lee, 2000, "A Simple and Fast GA-SA Hybrid Image Segmentation Algorithm," Proceedings of Genetic and Evolutionary Computation Conference, pp. 718-725, Las Vegas, USA.

  30. S.-Y. Ho and M.-H. Huang, 2000, "An Efficient Quadratic Curve Approximation Using an Intelligent Genetic Algorithm," Proceedings of Genetic and Evolutionary Computation Conference, p. 766, Las Vegas, USA.

  31. S.-Y. Ho and K.-Z. Lee, 2000, "Efficient Image Segmentation Using a Generic and Non-Parametric Approach," Proceedings of The Fourth International Conference/Exhibition on High Performance Computing in Asia-Pacific Region, pp. 777-782, Beijing, China.

  32. S.-Y. Ho and J.-H. Chen, 2000, "A GA-Based Systematic Reasoning Approach for Solving Traveling Salesman Problems Using an Orthogonal Array-based Crossover," Proceedings of The Fourth International Conference/Exhibition on High Performance Computing in Asia-Pacific Region, pp. 659-663, Beijing, China.

  33. S.-Y. Ho and X.-I Chang, 1999, "An Efficient Generalized Multiobjective Evolutionary Algorithms," Proceedings of Genetic and Evolutionary Computation Conference, pp. 871-878, Orlando, Florida, USA.

  34. S.-Y. Ho, L.-S. Shu, and H.-M. Chen, 1999, "Intelligent Genetic Algorithm with a New Intelligent Crossover Using Orthogonal Arrays," Proceedings of Genetic and Evolutionary Computation Conference, pp. 289-296, Orlando, Florida, USA.

  35. S.-Y. Ho, H.-M. Chen, and L.-S. Shu, 1999, "Solving Large Knowledge Base Partitioning Problems Using an Intelligent Genetic Algorithm," Proceedings of Genetic and Evolutionary Computation Conference, pp. 1567-1572, Orlando, Florida, USA.

  36. S.-Y. Ho, L.-S. Shu, and H.-L. Huang, 1997, "An Efficient Texture Mapping Algorithm Based on Divided-Difference Interpolation," Proceedings of International Conference CSTIA, pp. 254-260, Hsinchu, Taiwan.

  37. S.-Y. Ho and Z. Chen, 1992, "An Efficient 3-D Object Recognition Algorithm for a Large Set of Polyhedra from a Single Arbitrary Multiple-Object View," Proceedings of International Computer Symposium, pp. 925-932, Taichung, Taiwan.

  38. S.-Y. Ho and Z. Chen, 1986, "An Efficient Algorithm for Aircraft Recognition Based on Fourier Descriptors," Proceedings of International Computer Symposium, pp. 324-332, Taiwan.

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Local Conference Papers

  1. S.-J. Ho, L.-S. Shu, M.-H. Hung and S.-Y. Ho, 2005, "Orthogonal Simulated Annealing Algorithm for Tuning PID Controllers by Optimizing Fuzzy Neural Networks," Proceedings of CACS Automatic Control Conference, Nov., Tainan, Taiwan.

  2. S.-J. Ho, M.-H. Hung, L.-S. Shu, and S.-Y. Ho, 2004, "An Intelligent Genetic Algorithm for Designing Mixed H2/H∞ Structure Specified Controllers," Proceedings of Automatic Control Conference, CD-ROM, Mar, Chang-hua, Taiwan.

  3. S.-J. Ho, M.-H. Hung, L.-S. Shu, and S.-Y. Ho, 2004, "Multiobjective Mixed H2/H∞ Optimal Control Design Using an Intelligent Multi-Objective Evolutionary Algorithm," Proceedings of Automatic Control Conference, CD-ROM, Mar, Chang-hua, Taiwan.

  4. J.-H. Chen, C.-Y. Chen, and S.-Y. Ho, 2004, "A multi-objective genetic algorithm for solving multi-objective process planning of flexible manufacturing systems," Proceedings of Automatic Control Conference, CD-ROM, Mar, Chang-hua, Taiwan.

  5. Ting-Wei Liu, K.-Z. Lee, and S.-Y. Ho, 2004, "Automatic parameter tuning technique for designing robust motion detection systems," CD Proceedings of Conference on Computer Vision, Graphics and Image Processing, Hualien, Taiwan.

  6. K.-Z. Lee, T.-W. Liu, and S.-Y. Ho, 2003, "Automatic Background Modeling for Object Detection with Moving Camera," Proceedings of Automatic Control Conference, pp. 1928-1933, Chungli, Taiwan.

  7. S.-J. Ho, S.-Y. Ho, and L.-S. Shu, 2003, "OSA: Orthogonal Simulated Annealing Algorithm and Its Application to Designing Mixed H2/H∞ Optimal Controller," Proceedings of Automatic Control Conference, pp. 1815-1820, Chungli, Taiwan.

  8. S.-Y. Ho, K.-Z. Lee, and T.-W. Liu, 2003, "An Evolutionary Approach to Pose Determination and Interpretation of Articulated Objects from Monocular Clutter Images," Proceedings of Conference on Computer Vision, Graphics and Image Processing, pp. 855-862, Kinmen, Taiwan.

  9. S.-Y. Ho, H.-M. Chen, C.-J. Kao, and T.-H. Lu, 2003, "Design of Accurate and Compact Fuzzy Classifiers with Linguistic Rules Using Intelligent Genetic Algorithms," Proceedings of Conference on Computer Vision, Graphics and Image Processing, pp. 371-377, Kinmen, Taiwan.

  10. S.-C. Wang, T.-W. Liu, K.-Z. Lee, and S.-Y. Ho, 2003, "Integration of Barrack Security Management and Intelligent Surveillance Systems," Proceedings of Integrated Logistics Support Conference of National Defense, Taoyuan, Taiwan.

  11. S.-Y. Ho, Y.-P. Chen, K.-Y. Lin, and C.-M. Huang, 2003, "An Evolutionary Approach to Optimal Video Replication and Placement on a Cluster of Video-on-Demand Servers," Proceedings of Joint Conference on AI, Fuzzy System, and Grey System, Taipei, Taiwan.

  12. S.-Y. Ho, H.-Y. Wang, and S.-L. Chang, 2003, "Intelligent Outdoor Surveillance System with Human Motion Analysis," Proceedings of Joint Conference on AI, Fuzzy System, and Grey System, Taipei, Taiwan.

  13. S.-Y. Ho, J.-H. Chen, C.-S. Lin, and C.-C. Chu, 2003, "Design of Optimal Video-on-Demand Systems Using an Intelligent Multi-Objective Evolutionary Algorithm," Proceedings of National Computer Symposium, pp. 361-368, Taichung, Taiwan.

  14. S.-J, Ho, M.-H. Hung, L.-S. Shu, and S.-Y. Ho, 2003, "Multiobjective Mixed H2/Hinfitive Optimal Control Design Using a Strength Pareto Evolutionary Algorithm (SPEA2)," Proceedings of Joint Conference on AI, Fuzzy System, and Grey System, Taipei, Taiwan.

  15. J.-H. Chen, Z.-H. Yen and S.-Y. Ho, 2003, "Design of optimal nearest neighbor classifier using an intelligent multi-objective evolutionary algorithm," Proceedings of Joint Conference on AI, Fuzzy System, and Grey System, CD-ROM, Taipei, Taiwan.

  16. K.-Z. Lee, S.-Y. Ho, C.-L. Tong, and Y.-Y. Tseng, 2002, "An Efficient Genetic Vector Quantization Algorithm," CD Proceedings of Automatic Control Conference, Tainan, Taiwan.

  17. T.-W. Liu and S.-Y. Ho, 2002, "使用智慧型基因演算法設計太空大型結構控制器," CD Proceedings of Automatic Control Conference, Tainan, Taiwan.

  18. S.-J. Ho, S.-Y. Ho, and T.-W. Liu, 2002, "Design of Mixed H2/H? Optimal Controllers Using an Intelligent Genetic Algorithm," CD Proceedings of Automatic Control Conference, Tainan, Taiwan.

  19. S.-Y. Ho, K.-Z. Lee, and S.-H. Tu, 2002, "An Evolutionary Approach for Tracking Human Motion," Proceedings of Conference on Computer Vision, Graphics and Image Processing, pp. 586-593, Hsinchu, Taiwan.

  20. S.-Y. Ho, H.-L. Huang, and H.-M. Chen, 2002, "Design of Efficient Evolutionary Pursuit for Face Recognition," Proceedings of Conference on Computer Vision, Graphics and Image Processing, pp. 66-73, Hsinchu, Taiwan.

  21. S.-Y. Ho, Yi-Kuang Lin, 2002, "Orthogonal Simulated Annealing for Floorplanning," Proceedings of Seventh Conference on Artificial Intelligence and Applications, pp. 469-474, Taichung, Taiwan.

  22. S.-J. Ho, T.-W. Liu, R. Lee, and S.-Y. Ho, 2001, "Design of MIMO PID Controllers Using Intelligent Genetic Algorithms," Proceedings of Chinese Institute of Industrial Engineers, Kaoshung, Taiwan.

  23. K.-Z. Lee, S.-Y. Ho, Y.-Y. Tseng, and C.-L. Tong, 2001, "An Efficient Evolutionary Color Quantization Algorithm," Proceedings of National Computer Symposium, pp. D098-D105, Taipei, Taiwan.

  24. S.-Y. Ho and H.-M. Chen, 2000, "An Efficient Graph Partition Method Using an Intelligent Genetic Algorithm," Proceedings of 17th Workshop on Combinational Mathematics and Computation Theory, Taipei, Taiwan.

  25. S.-Y. Ho, S.-H. Tu, and M.-H. Hung, 2000, "使用智慧型基因演算法解決大型多目標群播繞路之最佳化問題," Proceedings of 網際網路與分散式系統研討會, 台南, 台灣.

  26. S.-Y. Ho and M.-H. Huang, 2000, "An IGA-Based Near-Optimal Shape Approximation Algorithm," Proceedings of Conference on Computer Vision, Graphics and Image Processing, pp. 308-315, Taipei, Taiwan.

  27. S.-Y. Ho and C.-C. Yang, 1999, "A Systematic Reasoning Algorithm for Efficient Design of k-NNR Classifier Based on the Taguchi Method," Proceedings of Fourth Multimedia Technology and Applications Symposium, pp. 225-234, Kaoshung, Taiwan.

  28. S.-Y. Ho and Z.-B. Huang, 1999, "Recognition and Localization of Articulated Objects Using an Intelligent Genetic Algorithm," Proceedings of 11th National Automatical Technology Symposium, Chiayi, Taiwan.

  29. S.-Y. Ho, X.-I Chang, C.-P. Chen, J.-H. Ye, and W.-T. Lin, 1999, "An Efficient Evolutionary Algorithm for Flexible Process Sequencing with Multiple Objectives," Proceedings of Fourth Conference on Artificial Intelligence and Application, pp. 152-159, Chunghua, Taiwan.

  30. S.-Y. Ho and T.-K. Chen, 1999, "Minimizing the Fuzzy Rule Base and Maximizing the Performance of Fuzzy System by a Hierarchical Intelligent Genetic Algorithm for Pattern Classification Problem," Proceedings of Fourth Conference on Artificial Intelligence and Application, pp. 180-187, Chunghua, Taiwan.

  31. S.-Y. Ho and J.-H. Chen, 1999 "Solving Traveling Salesman Problems Using an Intelligent Evolutionary Algorithm with an Orthogonal Array Crossover," Proceedings of National Computer Symposium, pp. B221-B228, Taipei, Taiwan.

  32. S.-Y. Ho and Y.-C. Chen, 1999, "An Efficient Evolutionary Algorithm for Accurate Polygonal Approximation," Proceedings of National Computer Symposium, pp. C52-C59, Taipei, Taiwan.

  33. S.-Y. Ho and H.-L. Huang, 1999, "Facial Modeling from an Uncalibrated Face Image Using an Intelligent Genetic Algorithm," Proceedings of National Computer Symposium, pp. B415-B422, Taipei, Taiwan.

  34. S.-Y. Ho, H.-L. Huang, and C.-F. Lee, 1998, "An Optimization Algorithm for the Reconstruction of a 3D Facial Model from a Monocular Facial Image," Proceedings of IPPR Conference on Computer Vision, Graphics and Image Processing, pp. 144-151, Taipei, Taiwan.

  35. S.-Y. Ho and C.-F. Lee, 1998, "Construction of Flexible Generic Parameterized Facial Models," Proceedings of Workshop on Computer Graphics, pp. 56-59, Taipei, Taiwan.

  36. S.-Y. Ho and G.-Z. Lee, 1998, "Efficient Image Segmentation Using the Taguchi Method," Proceedings of Workshop on Computer Graphics, pp. 86-89, Taipei, Taiwan.

  37. S.-Y. Ho and H.-L. Huang, 1997, "An Analytic Solution for the Pose Determination of Human Faces from a Monocular Image," Proceedings of IPPR Conference on Computer Vision, Graphics and Image Processing, pp. 499-506, Taichung, Taiwan.

  38. S.-Y. Ho and L.-S. Shu, 1997, "An Efficient Technique for Precise Texture Mapping," Proceedings of IPPR Conference on Computer Vision, Graphics and Image Processing, pp. 200-207, Taichung, Taiwan.

  39. S.-Y. Ho and H.-L. Huang, 1997, "Reconstruction of a 3D Facial Model from Monocular Facial Images," Proceedings of National Computer Symposium, pp. 187-192, Taichung, Taiwan.

  40. S.-Y. Ho and J.-C. Hwang, 1996, "Polyhedral Recognition and Localization with Fast Library Search from a Monocular Image," Proceedings of The Second Symposium on Computer and Communication Technology, pp. 78-91, Taichung, Taiwan.

  41. S.-Y. Ho and D.-H. Shi, 1995, "An Efficient Region-Base Algorithm of Detecting Human Faces in a Complex Background," Proceedings of National Computer Symposium, pp. 701-708, Chungli, Taiwan.

  42. T.-L. Chia, Z. Chen, and S.-Y. Ho, 1992, "Computation of 3-D Location and Shape Parameters of Cylinders Using a Spatial Encoding Technique," Proceedings of Workshop on Computer Vision, Graphics and Image Processing, pp. 291-297, Nantoe, Taiwan.

  43. C.-M. Wang, Z. Chen, and S.-Y. Ho, 1992, "An Effective Search Approach to Camera Parameter Estimation Using an Arbitrary Planar Calibration Object," Proceedings of Workshop on Computer Vision, Graphics and Image Processing, pp. 60-66, Nantoe, Taiwan.

  44. S.-Y. Ho and Z. Chen, 1992, "Incremental Reconstruction of Polyhedral Objects Using Structured Light," Proceedings of Workshop on Computer Vision, Graphics and Image Processing, pp. 283-290, Nantoe, Taiwan.

  45. Z. Chen and S.-Y. Ho, 1991, "Computer Vision for Robust 3D Aircraft Recognition with Fast Library Search," Proceedings of Automatic Control Conference, pp. 12-17, Taoyuan, Taiwan.

  46. S.-Y. Ho and Z. Chen, 1991, "Polyhedral Face Reconstruction and Modeling from a Single Image with Structured Light," Proceedings of Workshop on Computer Vision, Graphics and Image Processing, pp. 147-150, Tainan, Taiwan.

  47. M.-H. Hung, S.-J. Ho, L.-S. Shu, S.-F. Hwang, and S.-Y. Ho, 2006, "Design of Robust PID controllers using MOSA, Proc. of 2006 CACS Automatic Control Conference", Tamsui, Taiwan.

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產學合作

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技術報告

  1. S.-Y. Ho, Efficient Recognition and Localization of 3-D Objects from a Single Arbitrary Multiple-Object View. NSC84-2213-E-035-018, July 1995.

  2. S.-Y. Ho, An Efficient Region-Base Algorithm of Detecting Human Faces in a Complex Background. NSC85-2213-E-035-023, July 1996.

  3. S.-Y. Ho, An Efficient Technique for Precise Texture Mapping. NSC86-2745-E-035- 003, July 1997.

  4. S.-Y. Ho, Facial Modeling from a Monocular Face Image Using Flexible Generic Parameterized Facial Models. NSC87-2213-E-035-014, July 1998.

  5. S.-Y. Ho, The Research and Development of an Intelligent Genetic Algorithm. NSC89-2213-E-035-047, July 2001.

  6. S.-Y. Ho, Developing a Generalized and Optimized Image Segmentation Technique and Its Multimedia Applications. NSC90-2213-E-035-023, July 2002.

  7. S.-Y. Ho, Design, Analysis, and Implementation of Optimized Fuzzy Decision Tree for Data Mining. NSC90-2213-E-035-013, July 2002.

  8. J.-H. Chen, D. E. Goldberg, S.-Y. Ho, and K. Sastry, Fitness Inheritance in Multi-Objective Optimization. Illinois Genetic Algorithms Laboratory Technique Report No. 2002017, University of Illinois at Urbana-Champaign, USA, July 2002.

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電腦軟體

  1. 最佳化隨選視訊系統, 2003.

  2. GIS 圖資繪製系統, 2003.

  3. 目標物追蹤定位系統, 2003.

  4. 三維模型手動重建系統, 2002.

  5. 遠端家電控制與保全系統, 2002.

  6. 最佳化控制器產生器, 2001.

  7. 最佳化影像分割系統, 2002.

  8. 高效能顏色量化系統, 2001.

  9. 綴面最佳化近似曲面呈像系統, 2000.

  10. 單張影像建構三維人臉模型系統, 1999.

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傑出成就

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專利

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技術移轉

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指導學生論文

博士班
畢業年 姓名 畢業論文
2004 徐禮燊 以直交實驗設計為基礎的演化式演算法及其在最佳化設計上的應用
2004 李國徵 由單眼影像建構人體運動模型
2004 陳建宏 高效能多目標演化式演算法之理論與應用(社團法人中華民國資訊學會2004年碩博士論文優等，宏碁龍 騰知識經濟論文獎)
2001 黃慧玲 人臉之模型構建、表示和辨認的最佳化演算法

碩士班
畢業年 姓名 畢業論文
2006 張嘉芸 挖掘可語意解讀之知識並預測蛋白質之殘基與去氧核醣核酸之鍵結
2006 游富傑 預測蛋白質上去氧核醣核酸鍵結位置
2006 謝志宏 運用智慧型基因演算法最佳化微陣列資料分析-可語意解讀基因表現量分類器之設計暨基因網路模型之重建
2006 曾正宏 智慧型車輛派遣系統之理論與實作
2005 詹晴麗 使用智慧型基因演算法和支援向量機做基因表現資料之分類
2005 李中丞 用於微陣列資料分析的最佳分類器設計
2005 劉柏甫 彌因型粒子群演算法之探討與應用
2005 辜文元 多目標直交粒子群最佳化演算法
2004 林宏穗 設計一種新型的直交粒子群最佳化演算法
2004 廖偉宏 以直交粒子群最佳化演算法來解工作分配問題
2004 劉庭瑋 以演化式方法解決運動偵測系統之參數調校問題
2004 林哲生 使用智慧型多目標演化式演算法IMOEA來對隨選視訊系統做最佳化設計
2004 莊偉哲 以繼承啟發式演算法解含時窗限制之車輛派遣雙目標最佳化問題
2003 陳敬瑜 使用演化式演算法最佳化彈性製造系統之生產規劃
2003 顏肇鴻 使用智慧型多目標演算法設計最佳的K-NNR分類器
2002 王少強 營區安全管理暨智慧型監控系統之整合
2002 劉嘉哲 使用直交退火演算法解相機校正問題
2002 吳子逢 使用直交實驗設計的高效率演化策略及其應用
2002 高志仁 使用演化式格狀分割方式設計精確與精簡的模糊規則分類器
2002 段麗莉 以多目標基因演算法設計高效能模糊分類器
2001 杜信賢 使用智慧型基因演算法建構人體運動模型
2001 陳義雄 以智慧型多目標演化式演算法做可調適隨選視訊系統的檔案配置最佳化
2001 林益廣 以直交退火演算法解VLSI之平面規劃問題
2000 陳宏銘 設計最佳化之演化式模糊決策樹
2000 黃盟勛 解組合最佳化問題C(N,n)的繼承式雙目標基因演算法與其應用
2000 曾一民 一個適用於大型矩陣類型問題的演化演算法
2000 劉國聲 使用智慧型基因演算法設計最佳的k-NNR分類器
1999 陳泰康 使用智慧型基因演算法設計高效能的模糊系統
1998 張小艾 高效率且通適化的多目標最佳化演化演算法及其應用
1998 楊智傑 以直交表為基底的高效率篩選演算法及其應用
1998 黃振邦 以智慧型基因演算法解多關節物體的辨識與定位
1997 黃慧玲 以最佳化演算法從單張人臉影像重建三維人臉模型(中國電機工程學會青年論文獎第一名)
1996 徐禮燊 高效率紋路對映技術
1995 施東和 複雜背景中人臉偵測快速演算法則(中國電機工程學會青年論文獎)
1995 黃政池 單張影像之三維物體識別與定位的快速演算法則
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授課資訊

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