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学术论文 (胡包钢)Publication List
国际刊物论文 (International Journal Papers)
- He, R., Hu, B.-G., Yuan, X.-T., and Zheng, W.-S., “Principal component analysis based on non-parametric maximum entropy”, Neurocomputing, Vol. 73, pp. 1840-1852, 2010. (pdf).
- R. Qi, Y. Ma, Hu, B.-G., P. de Reffye, P-H. Cournade, “Optimization of source–sink dynamics in plant growth for ideotype breeding: A case study on maize”, Computers and Electronics in Agriculture, Vol. 71, pp. 96–105, 2010. (PDF)
- Qu, H.-B. and Hu, B.-G., “Variational learning for Generalized Associative Functional Networks in modeling dynamic process of plant growth”, Ecological Informatics, Vol. 4, pp. 163-176, 2009. (PDF)
- Hu, B.-G., Qu, H.-B., Wang, Y. and Yang, S.-H., “A generalized constraint neural networks model: Associating partially known relationships for nonlinear regressions”, Information Sciences, Vol. 179, pp. 1929-1943, 2009. (PDF)
- Xing,H. J. and Hu, B.-G., “Two-Phase Construction of Multilayer Perceptrons Using Information Theory”, IEEE Transactions on Neural Networks, Vol. 20, pp. 715-721, 2009.(pdf).
- Yang, S.H., Hu, B.-G. and Cournède, P.H., “Structural Identifiability of Generalized Constraints Neural Network Models for Nonlinear Regression”, Neurocomputing, Vol. 72, pp. 392-400, 2008. (pdf).
- Kang, M.-Z., Cournède, P.-H., de Reffye, P., Auclair, D., Hu, B.-G.,”Analytical study of a stochastic plant growth model: Application to the GreenLab model”, Mathematics and Computers in Simulation, Vol. 78, pp. 57-75, 2008. (PDF)
- Xing,H. J. and Hu, B.-G., “An adaptive fuzzy c-means clustering-based mixtures of experts model for unlabeled data classification”, Neurocomputing, Vol. 71, pp. 1008–1021, 2008. (pdf).
- Teng, J., Jaeger, M., Hu, B.-G., “A Fast Ambient Occlusion Method for Real-Time Plant Rendering”, Journal of Computer Sciences and Technology, Vol. 22, No. 6, pp. 859-866, 2007.(PDF)
- Cournède, P.H., Kang, M.Z., Mathieu, A., Yan, H.P., Hu, B.-G. and de Reffye, P, “Structural factorization of plants to compute their functional and architectural growth”, Simulation. Transactions of the Society for Modelling and Simulation International, Vol. 82, No. 7, pp. 427-438, 2006. (PDF)
- Yang, H.-P., de Reffye, P., Pan, C.-H., Hu, B.-G., “Fast construction of plant architectural models based on substructure decomposition”, Journal of Computer Sciences and Technology, Vol. 18, No. 6, pp. 780-787, 2003.(PDF)
- Chen, L.-B., Hu, B.-G.,Zhang, L., Li, M.-J., Zhang, H.-J., “Face Annotation for Family Photo Album Management”, International Journal of Image and Graphics, Vol. 3, pp. 81-94, 2003. (PDF)
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G.,“A systematic study of fuzzy PID controllers - Function-based evaluation approach”, IEEE Transactions on Fuzzy Systems, Vol. 9, No. 5, pp. 699-712, 2001. (PDF)
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., “Time-domain based design and analysis of new PID tuning rules”, IEE Proceedings, D: Control Theory and Applications, Vol. 148, No. 3, pp. 251-261, 2001. (PDF)
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., “Two-level tuning of fuzzy PID controllers”, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 31, No. 2, pp. 263-269, 2001. (PDF)
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G.,“New methodology for analytical and optimal design of fuzzy PID controllers”, IEEE Transactions on Fuzzy Systems, Vol. 7, No. 5, pp. 521-539, 1999. (PDF)
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., “Analysis of direct action fuzzy PID controller structures”, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 29, No. 3, pp. 371-388, 1999. (PDF)
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G., “Control curve design for nonlinear (or fuzzy) proportional actions using spline-based functions”, Automatica, Vol. 34, No. 9 pp. 1125-1133, 1998. (PDF)
- Hu, B.-G., Gosine, R.G., Cao, L.X., and de Silva, C.W., “Application of fuzzy classification technique in computer grading of fish product”, IEEE Transactions on Fuzzy Systems, Vol. 6, pp. 144-152, 1998. (PDF)
- Hu, B.-G., Gosine, R.G., “A new eigenstructure method for sinusoidal signal retrieval in a broad band noise - Estimation and pattern recognition”, IEEE Transactions on Signal Processing, Vol. 45, pp. 3073-3083, 1997. (PDF)
- Hu, B.-G., Mansour, W.M., and Dokainish, M.A., “Prediction of natural modes of laminated composite plates by finite element technique”, Journal of Sound and Vibrations, Vol. 181, pp. 839-850, 1995. (PDF)
- Hu, B.-G., Dokainish, M.A., and W.M. Mansour, “A Modified MSE Method for viscoelastic systems: A weighted stiffness matrix approach”, Journal of Vibration and Acoustics, Transactions of the ASME, Vol. 117, pp. 226-231, 1995. (PDF)
- Hu, B.-G., Dokainish, M.A., “Damped vibration of laminated composite plates, - Modelling, and finite element analysis”, Finite Elements in Analysis and Design, Vol. 25, pp. 103-124, 1993. (PDF)
国内刊物论文 (Chinese Journal Papers)
- Hu, B.-G. and Wang, Y.“Evaluation Criteria Based on Mutual Information for Classifications Including Rejected Class(关于互信息准则在分类(包括拒识类别)问题中的应用)”,Acta Automatica Sinica, Vol.34, No.11, pp.1396-1403, 2008. (PDF)
- 邢红杰,王泳,胡包钢,“椭球基函数神经网络的混合学习算法”,《模式识别与人工智能》,Vol.21, No.2, pp.148-154, 2008.
- 胡包钢,王泳,杨双红,曲寒冰,“如何增加人工神经元网络的透明度?”,(”How to Add Transparency to Artificial Neural Networks?”, in Chinese with English Abstract)《模式识别与人工智能》,Vol.20, No.1, pp.72-84, 2007. (PDF)
- 王矼,胡包钢,腾军,M. Jaeger, “GreenLab模型下的虚拟植物器官造型工具软件”, 《中国图形图象学报》,Vol. 8(A), spec. pp. 847-851,2003. (PDF)
- 胡包钢, 赵星, 严红平, P. de Reffye, F. Blaise, 熊范纶,,王一鸣, “植物生长建模与可视化-回顾与展望”, 《自动化学报》, Vol. 27, No. 6, pp. 816-835, 2001. (PDF)
- 胡包钢, G.K.I. Mann, R.G. Gosine,“关于模糊PID控制器推理机维数的研究”,《自动化学报》, Vol. 24, No. 5 , pp. 608-615, 1998. (PDF)
国际会议论文 (International Conference Papers)
智能系统及其应用 (Intelligent Systems and Applicaitons)
- S.-H. Yang, H.Y. Zha and B.-G. Hu, “Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora”, in: Advances in Neural Information Processing Systems 23 (NIPS’09). (PDF).
- B.-G. Hu, “Information Measure Toolbox for Classifier Evaluation on Open Source Software Scilab”, in: Proceedings of 2009 IEEE International Workshop on Open-source Software for Scientific Computation (OSSC-2009), pp. 179-184. (PDF).
- R. Qi, B.-G. Hu, and P-H. Cournede, “PSOTS: A Particle Swarm Optimization Toolbox in Scilab”, in: Proceedings of 2009 IEEE International Workshop on Open-source Software for Scientific Computation (OSSC-2009), pp. 171-114. (PDF).
- Y. Wang, and B.-G. Hu, “Derivations of Normalized Mutual Information in Binary Classifications”, in: Proceedings of the 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’09), pp. 155-163, 2009. (PDF).
- C.-T. Liu and B.-G. Hu, “Feature Selection Vs. Mutual Information Based on Renyi’s Entropy”, in: Proceedings of 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS 2009), pp. 816-820.(PDF).
- R. He, B.-G. Hu and X.-T. Yuan “Robust Discriminant Analysis Based on Nonparametric Maximum Entropy”, Asian Conference on Machine Learning (ACML-2009), 2009. (PDF).
- Y.-J. Qu and B.-G. Hu, “RBF Networks for Nonlinear Models subject to Linear Constraints”, The 2009 IEEE International Conference on Granular Computing (GrC 2009), pp. 482-487.(PDF).
- S.-H. Yang, H.Y. Zha, S.K. Zhou and B.-G. Hu, “Variational Graph Embedding for Globally and Locally Consistent Feature Extraction”, ECML-PKDD 2009, Part II, LNAI 5782, pp. 538–553, 2009., Springer Press. (PDF).
- X.-T. Yuan, and B.-G. Hu, “Robust Feature Extraction via Information Theoretic Learning”, The 26th International Conference on Machine Learning (ICML 2009). (PDF).
- X.-T. Yuan, B.-G. Hu, and R. He, “Agglomerative Mean-Shift Clustering via Query Set Compression”, 2009 SIAM International Conference on Data Mining (SDM’09). (PDF).
- H.-J. Xing, M.-H. Ha, D.-Z. Tian, and B.-G. Hu, “A novel support vector machine with its features weighted by mutual information”, in: Proceedings of the International Joint Conference on Neural Networks (IJCNN’08), Hong Kong, China, June 1-8, 2008. (PDF).
- S.-H. Yang and B.-G. Hu, “A Stagewise Least Square Loss Function for Classification”, in: Proceeding of the 2008 SIAM International Conference on Data Mining (SDM’08), pp.120-131, SIAM Press.(PDF).
- S.-H. Yang and B.-G. Hu, “Feature Selection by Nonparametric Bayes Error Minimization”, The 12th Pacific-Asian Conference on KDD (PAKDD’08), LNAI, Vol.5012, pp.417-428, Springer. ( Recipient of the Best Student Paper Award)(PDF).
- S.-H. Yang, Y.-J. Yang and B.-G. Hu, “Sparse Kernel-based Feature Weighting”, The 12th Pacific-Asian Conference on KDD (PAKDD’08), LNAI, Vol.5012, pp.813-820, Springer.(PDF).
- Y.-J. Yang, S.-H. Yang and B.-G. Hu, “Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features”, The 12th Pacific-Asian Conference on KDD (PAKDD’08), LNAI, Vol.5012, pp.1049-1055, Springer.(PDF).
- S.-H. Yang and B.-G. Hu, “Efficient Feature Selection in the Presence of Outliers and Noises”. Asian Conference on Information Retrieval (AIRS’08), LNCS, pp.188-195, Springer. (pdf).
- Y.-J. Yang and B.-G. Hu, Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering, IEEE/WIC/ACM International Conference on Web Intelligence (WI’07), Silicon Valley, USA, Nov. 2-5, 2007, pp. 250-256. (pdf).
- H.-B. Qu, and B.-G. Hu., “Variational Bayes Inference for Generalized Associative Functional Networks”, in: Proceedings of the Twentieth International Joint Conference on Neural Networks (IJCNN’07), Orlando, Florida, USA, August 12-17, 2007, (PDF)
- L.-J. Chen and B.-G. Hu., “An Implementation Of Web Based Query By Humming System”, in: Proceedings of International Conference on Multimedia and Expo 2007, pp. 1467-1470. (PDF)
- T. Peng, I. Jermyn, V. Prinet, J. Zerubia, and B.-G. Hu., “A Phase Field Model Incorporating Generic and Specific Prior Knowledge Applied to Road Network Extraction from VHR Satellite Images”. British Machine Vision Conference 2007 (BMVC-2007), September 2007, Warwick, UK. (PDF)
- T. Peng, I. Jermyn, V. Prinet, J. Zerubia, and B.-G. Hu., “Urban Road Extraction from VHR Images Using a Multiscale Approach and a Phase Field Model of Network Geometry”. Proc. 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas (URBAN-2007), April 2007, Paris, France. (PDF)
- S.-H, Yang and B. -G. Hu, “Reformulated Parametric Learning Based on Ordinary Differential Equations”, ICIC 2006, LNAI 4114, pp. 256 – 267, 2006. (PDF)
- B.-G. Hu, Han-Bing Qu, and Yong Wang, “Associating Neural Networks with Partially known Relationships for Nonlinear Regressions”, ICIC 2005, Part I, LNCS 3644, pp. 737 - 746, 2005. (PDF)
- Xing, H-J., Yang, Y-J., Wang, Y., Hu, B. -G., “Sparse Kernel Fisher Discriminant Analysis”, Springer Lecture Notes in Computer Science, LNCS 3496, pp. 824-830, 2005.(PDF)
- Xing, H-J., Hu, B.-G., “Gauss-Chebyshev Neural Networks“, Proceedings of the Fourth International Conference on Machine Learning and Cybernetics, pp. 4112-4115, Guangzhou, China, August 18-21, 2005, (PDF)
- Chong Chen, Changzhi Li, and B.-G.Hu, “Interactive Design of Postures for Articulated Character Dancing Animation”, In Proceedings of International Conference on Computer Graphics & Vision (GraphiCon-2004), pp. 64-70, Moscow, September 2004.(PDF)
- Hu, B.-G., Xing, H.-J., and Yang, Y.-J., “Geometric interpretation of nonlinear approximation capability for feedforward neural networks”, in: Advances in Neural Networks - ISNN2004, Yin, F. Wang, J. and Guo, C., (eds), Springer, 2004, Part 1, pp. 7-13.(PDF)
- Yanni Wang, B.-G. Hu, “Hierarchical Image Classification Using Support Vector Machines”, Proceeding of The 5th Asian Conference on Computer Vision, (ACCV-2002) Melbourne, Australia, pp.640-645, 2002
- Yanni Wang, Longbin Chen, B.-G. Hu, “Semantic Extraction of the Building Images using Support Vector Machines”, Proceeding of The First International Conference on Machine Learning and Cybernetics, Beijing, 2002, pp.1608-1613.
- Longbin Chen, Yanni Wang, B.-G. Hu, “Kernel Based Similarity Learning”, Proceeding of The First International Conference on Machine Learning and Cybernetics, 2002, Beijing, pp.2152-2156.
- Cao, Y.-D., Hu, B.-G., and Gao, D.-J., “Genetic-based robust optimal design for one-input fuzzy PID cotrollers”, Proceedings of 2001 IEEE International Conference on Systems, Man, and Cybernetics, Tucson, USA, Oct. 7-10, 2001, pp. 2263-2268.
- Liang, L.C., Hu, B.-G., Wang, Z., and Ye, F.J., “Cell tracking using the condesation algorithm”, Proceedings of The 6th International Conference on Control, Automation, Robotics and Vision, pp. 183-187, Singapore, Dec. 6-8, 2000.
- Wang, Z. Hu, B.-G., Liang, L.C., and Ji, Q., “Cell detection and tracking for micromanipulation vision system of cell-operation robot”, Proceedings of 2000 IEEE International Conference on Systems, Man, and Cybernetics, Nashville, Tennessee, USA, Oct. 8-11, 2000, pp. 1592-1597.
- Shao, H.-F., Hu, B.-G. And Zhu, Z.-L., “A case study of one-to-two mapping fuzzy PD controllers on inverted pendulum”, Proceedings of the Eighth IEEE International Conference on Fuzzy Systems, Seoul, South Korea, Aug. 22-25, 1999, pp. 424-429.
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G., 1999, “How to evaluate fuzzy PID controllers without using process information?”, Proceedings of the 14th World Congress-IFAC, Vol. K, pp. 177-182, Beijing, China, July 5-9, 1999.
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G., 1998, “Nonlinearity variation analysis of one-input fuzzy PID controllers”, Proceedings of 1998 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, USA, Oct. 11-14, 1998, pp. 1916-1921.
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., 1998, “Derivation and analysis of three-input inference for fuzzy PID controllers”, Proceedings of 1998 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, USA, Oct. 11-14, 1998, pp. 1910-1915.
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., 1998, “How fuzzy PID controllers are manually tuned for better performance?” JCIC`98 Proceedings Vol. I, pp. 171-174, Sixth International Conference on Fuzzy Theory and Technology, Research Triangle Park, NC, USA, Oct. 23-28, 1998.
- Mann, G.K.I., Hu, B.-G. and Gosine, R.G., 1998, “Evaluation of fuzzy reasoning schemes for fuzzy controllers”, JCIC`98 Proceedings Vol. I, pp. 175-178, Sixth International Conference on Fuzzy Theory and Technology, Research Triangle Park, NC, USA, Oct. 23-28, 1998.
- Mann, G.K.I., Hu, B.-G., and Gosine, R.G., “Analysis and development of a new PID controller tuning rules for first-order processes”, Pre-Prints of IFAC/IEEE International Symposium on Artificial Intelligence in Real-Time Control, Kuala Lumpur, Malaysia, Sept. 22-25, 1997, pp. 203-209.
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G., “Theoretic and genetic designs of a three-rule fuzzy PI controller”, Proceedings of the Sixth IEEE International Conference on Fuzzy Systems, Barcelona, Spain, July 1-5, 1997, pp. 489-496.
- Mann, G.K.I., Hu, B.-G., and Gosine, R.G., “Analysis and performance evaluation of linear-like fuzzy PI and PID controllers”, Proceedings of the Sixth IEEE International Conference on Fuzzy Systems, Barcelona, Spain, July 1-5, 1997, pp. 383-390.
- Hu, B.-G., Mann, G.K.I. and Gosine, R.G., “Theoretic derivation of control actions for three-rule fuzzy PID controllers”, Proceedings, IEEE 1997 Canadian Conference on Electrical and Computer Engineering, May 25-28, 1997, St. John’s, Canada, pp. 792-795.
- Mann, G.K.I., Hu, B.-G., and Gosine, R.G., “Fuzzy PID controller structures”, Proceedings, IEEE 1997 Canadian Conference on Electrical and Computer Engineering, May 25-28, 1997, St. John’s, Canada, pp. 788-791.
- Hu, B.-G., Gosine, R.G., and de Silva, C.W., “Classifier design for computer grading systems for food processing”, Proceedings, 1995 IEEE International Conference on Systems, Man and Cybernetics, October 22-25, 1995, Vancouver, BC, pp. 730-735.
植物生长建模与可视化 (Plant Growth Modeling and Applications)
- Y. Ma, A. Mathieu, A.M. Wubs, E. Heuvelink, J.Y. Zhu, B.-G. Hu , P.H. Cournede, P.de Reffye, “Parameter estimation and growth variation analysis in six capsicum cultivars with the functional-structural model GreenLab”, PMA09.
- B.-G. Hu and X.P. Zhang, G. Yang, and M. Jaeger, “Objective Evaluation of 3D Reconstructed Plants and Trees from 2D Image Data”, In CW’08: Proceedings of the international Conference on Cyberworlds, 2008. (PDF)
- X. Mei, P. Decaudin, B.-G. Hu and X.P. Zhang, “Real-time Marker Level Set on GPU”, In CW’08: Proceedings of the International Conference on Cyberworlds, pp. 209-216, 2008. (PDF)
- Zhu C., Zhang X.-P., B.-G. Hu, Jaeger M., “Reconstruction of Tree Crown Shape from Scanned Data”, In: by Pan, Z.; Zhang, X.; El Rhalibi, A.; Woo, W.; Li, Y. (Eds.). Technologies for E-Learning and Digital Entertainment. Third International Conference, Edutainment 2008, Nanjing, China, June 25-27, 2008.(PDF)
- Mei, X., Jaeger, M., and B. -G. Hu., “An Effective Stratified Sampling Scheme for Environment Maps with Median Cut Method”, in: Proceedings of International Conference on Computer Graphics, Imaging and Visualisation (CGIV’06), IEEE, pp. 384-389, 2006. (PDF)
- Teng, J., B.-G. Hu, Jaeger, M., “Fast Tree Ambient Occlusion Approximation”, in: Plant Growth Modeling and Applications, (PMA06) 2006, pp. 319-322.(PDF)
- W. Yin, M. Jaeger, J. Teng, B.-G. Hu, “Modelling and Sampling Ramified Objects with Substructure-Based Method”, ICCS 2005, LNCS 3515, Springer Verlag, pp. 322-326, 2005. (PDF)
- P. de Reffye, B.-G.Hu, “Relevant Qualitative and Quantitative Choices for Building an Efficient Dynamic Plant Growth Model: GreenLab Case”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 87-107. (PDF)
- B.-G. Hu, Ph. de Reffye, X.Zhao, H.-P.Yan, M.-Z.Kang, “GreenLab: A New Methodology towards Plant Functional-Structual Model-Structual Aspect”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 21-35.(PDF)
- X. Zhao, P. de Reffye, D. Barthelemy, B.-G. Hu, “Interactive Simulation of Plant Architecture Based on a Dual-Scale Automation Model”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 144-153. (pdf)
- H.-P. Yan, P. de Reffye, J. Leroux, B.-G. Hu, “Study on Plant Growth Behaviors Simulated by the Functional-Structural Plant Model—GreenLab”, in: Plant Growth Modeling and Applications, 2003, pp. 118-128. (pdf)
- Z.-G. Zhan, P. de Reffye, F. Houllier, B.-G Hu, “Fitting a Structural - Functional Model with Plant Architectural Data”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 236-249. (pdf)
- M.-Z. Kang, P. de Reffye, J.-F. Barczi, B.-G. Hu, F.Houllier, “Stochastic 3D Tree Simulation Using Substructure Instancing”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 154-168. (PDF)
- L. Wu, P. de Reffye, F.-X. Le Dimet, B.-G. Hu, “Optimization of Source-Sinks Relationship Based on a Plant Functional-Structional Model: A Case Study on Maize”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 285-295.(PDF)
- Ph. de Reffye, M. Goursat, J.P. Quadrat, B.-G. Hu, “The Dynamic Equations of the Tree Morphogenesis GreenLab Model”, in: Plant Growth Modeling and Applications, (PMA03) 2003, pp. 108-117.(PDF)
- Yan, Ph. de Reffye and B.-G. Hu. “Realistic Plant Growth Modelling”, Proceedings of International Conference on Computer Graphics and Spatial Information System, 2002, Beijing, China, pp. 581-585.
- H. P. Yan, J. F. Barczi, Ph. de Reffye and B.-G. Hu. “Fast Algorithms of Plant Computation Based on Substructure Instances”. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 3(10), pp. 145-153, 2002, Plzen - Bory, Czech Republic. (PDF)
- M.Z. Kang, H.P. Yan, Ph. de Reffye, M. Jaeger, B.-G. Hu and F. Houllier, “A Fast Algorithm For Calculating Stem and Branch Radial Growth of A Tree With Substructure Approach”, IUFRO Working Party S5.01-04 Workshop, September 8-15, 2002, Harrison, British Columbia, Canada.