Publications
Google Scholar Citations2012
Yuan, B. and Liu, W.H. (2012) "Measure Oriented Training: A Targeted Approach to Imbalanced Classification Problems". Frontiers of Computer Science, Springer. SCI
Shang, S., Yuan, B., Deng, K., Xie, K.X., Zheng, K. and Zhou, X.F. (2012) "PNN Query Processing on Compressed Trajectories". GeoInformatica, @Springer. doi: 10.1007/s10707-011-0144-5 SCI
Tu, Q., Lu, J.F., Yuan, B., Tang, J.B. and Yang, J.Y. (2012) "Density-Based Hierarchical Clustering for Streaming Data". Pattern Recognition Letters, vol. 33(5), Elsevier, pp. 641-645. doi:10.1016/j.patrec.2011.11.022 SCI
Shang, S., Ding, R.G., Yuan, B., Xie, K.X., Zheng, K. and Kalnis, P. (2012) "User Oriented Trajectory Search for Trip Recommendation". In Proceedings of the 15th International Conference on Extending Database Technology, ACM, Berlin, Germany. EI
2011
Yuan, B. and Liu, W.H. (2011) "A Measure Oriented Training Scheme for Imbalanced Classification Problems". In Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining – Workshop Papers, LNAI 7104, ©Springer, pp. 293-303, Shenzhen, P.R. China. EI
Shang, S., Yuan, B., Deng, K., Xie, K.X. and Zhou, X.F. (2011) "Finding the Most Accessible Locations – Reverse Path Nearest Neighbor Query in Road Networks". In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, pp. 181-190, Chicago, Illinois. doi: 10.1145/2093973.2093999 EI
2010
Lin, F.Q., Chen, B.C., Yuan, B., Liu, W.H., Li, X.Y., Mak, A. and Wang H.Y. (2010) "Composition and Implementation of RFID Lightweight Middleware". Computer Engineering, vol. 36(17), pp. 77-80. Cited: 1
Yuan, B., Li, C. and Chen, W. (2010) "Training a Pac-Man Player with Minimum Domain Knowledge and Basic Rationality". In Proceedings of the 2010 International Conference on Intelligent Computing, CCIS 93, ©Springer, pp. 169-177, Changsha, P.R. China. doi: 10.1007/978-3-642-14831-6_23 EI
2009
Yuan, B. and Gallagher, M. (2009) "Convergence Analysis of UMDAC with Finite Populations: A Case Study on Flat Landscapes". In Proceedings of the 2009 Genetic and Evolutionary Computation Conference, ACM, pp. 477-482, Montreal, Canada. doi: 10.1145/1569901.1569967 EI Cited: 1
Yuan, B. and Gallagher, M. (2009) "An Improved Small-Sample Statistical Test for Comparing the Success Rates of Evolutionary Algorithms". In Proceedings of the 2009 Genetic and Evolutionary Computation Conference, ACM, pp.1879-1880, Montreal, Canada. doi: 10.1145/1569901.1570213 EI Cited: 1
Qu, X.Y., Yuan, B. and Liu, W.H. (2009) "A Novel Two-Phase Method for the Classification of Incomplete Data". In Proceedings of the 2009 International Conference on Information Management, Innovation Management and Industrial Engineering, IEEE, vol. 3, pp. 452-455, Xi'an, P.R. China. doi: 10.1109/ICIII.2009.418 EI
Qu, X.Y., Yuan, B. and Liu, W.H. (2009) "A Predictive Model for Identifying Possible MCI to AD Conversions in the ADNI Database". In Proceedings of the 2nd International Symposium on Knowledge Acquisition and Modeling, IEEE, vol. 3, pp. 102-105, Wuhan, P.R. China. doi: 10.1109/KAM.2009.36 EI
Han, S.L., Yuan, B. and Liu, W.H. (2009) "Rare Class Mining: Progress and Prospect". In Proceedings of the 2009 Chinese Conference on Pattern Recognition, IEEE, pp. 137-141, Nanjing, P.R. China. doi: 10.1109/CCPR.2009.5344137 EI Cited: 4
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "Dynamic Weighting Ensembles for Incremental Learning". In Proceedings of the 2009 Chinese Conference on Pattern Recognition, IEEE, pp. 98-102, Nanjing, P.R. China. doi: 10.1109/CCPR.2009.5344129 EI
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "An Empirical Study of the Convergence of RegionBoost". In Proceedings of the 2009 International Conference on Intelligent Computing, LNAI 5755, ©Springer, pp. 527-535, Ulsan, South Korea. doi: 10.1007/978-3-642-04020-7_56 EI
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "The Effect of Distance Metrics on Boosting with Dynamic Weighting Schemes". In Proceedings of the 6th International Conference on Fuzzy Systems and Knowledge Discovery, IEEE, vol. 1, pp. 320-324, Tianjin, P.R. China. doi: 10.1109/FSKD.2009.688 EI Cited: 2
2008
Yuan, B., Orlowska, M. and Sadiq, S. (2008) "Extending a Class of Continuous Estimation of Distribution Algorithms to Dynamic Problems". Optimization Letters, vol. 2(3), ©Springer, pp. 433-443. doi: 10.1007/s11590-007-0071-4 SCI Cited: 5
Wang, J., Yuan, B. and Liu, W.H. (2008) "Application of Decision Trees in Mining High-Value Credit Card Customers". In Proceedings of the 11th Joint Conference on Information Sciences, Atlantis Press, Shenzhen, P.R. China. doi: 10.2991/jcis.2008.79 CPCI-S
Zhang, T., Yuan, B. and Liu, W.H. (2008) "Predicting Credit Card Customer Loyalty Using Artificial Neural Networks". In Proceedings of the 11th Joint Conference on Information Sciences, Atlantis Press, Shenzhen, P.R. China. doi: 10.2991/jcis.2008.80 CPCI-S
Liu, B.H., Yuan, B. and Liu, W.H. (2008) "Classification and Dimension Reduction in Bank Credit Scoring System". In Proceedings of the Fifth International Symposium on Neural Networks, LNCS 5263, ©Springer, pp. 531-538, Beijing, P.R. China. doi: 10.1007/978-3-540-87732-5_59 EI
2007
Yuan, B., Orlowska, M. and Sadiq, S. (2007) "On the Optimal Robot Routing Problem in Wireless Sensor Networks". IEEE Transactions on Knowledge and Data Engineering, vol.19(9), pp. 1252-1261. doi: 10.1109/TKDE.2007.1062 SCI Cited: 30
Yuan, B., Orlowska, M. and Sadiq, S. (2007) "Finding the Optimal Path in 3D Spaces Using EDAs – The Wireless Sensor Networks Scenario". In Proceedings of the 8th International Conference on Adaptive and Natural Computing Algorithms, LNCS 4431, ©Springer, pp.536-545, Warsaw, Poland. doi: 10.1007/978-3-540-71618-1_59 EI Cited: 5
Yuan, B. and Gallagher, M. (2007) "Combining Meta-EAs and Racing for Difficult EA Parameter Tuning Tasks". In Lobo et al. eds. Parameter Setting in Evolutionary Algorithms, Series of Studies in Computational Intelligence, vol. 54, ©Springer, pp. 121-142. doi: 10.1007/978-3-540-69432-8_6 CPCI-S Cited: 15
2006
Yuan, B. (2006) "Towards Improved Experimental Evaluation and Comparison of Evolutionary Algorithms". Ph.D. Thesis, The University of Queensland, Australia. Abstract Library Cited: 2
Gallagher, M. and Yuan, B. (2006) "A General-Purpose Tunable Landscape Generator". IEEE Transactions on Evolutionary Computation, vol. 10(5), pp. 590-603. website doi: 10.1109/TEVC.2005.863628 SCI Cited: 19
Yuan, B., Orlowska, M. and Sadiq, S. (2006) "Real-Time Acquisition of Buyer Behaviour Data – The Smart Shop Floor Scenario". In Proceedings of the First International Workshop on Business Intelligence for the Real Time Enterprise (with VLDB’06), LNCS 4365, ©Springer, pp. 106-117, Seoul, Korea. doi: 10.1007/978-3-540-73950-0_9 EI
Yuan, B. and Gallagher, M. (2006) "A Mathematical Modelling Technique for the Analysis of the Dynamics of a Simple Continuous EDA". In Proceedings of the 2006 Congress on Evolutionary Computation, IEEE, pp. 1585 - 1591, Vancouver, Canada. Also in Dagstuhl Seminar Proceedings: Theory of Evolutionary Algorithms 2006. doi: 10.1109/CEC.2006.1688497 EI Cited: 11
2005
Yuan, B. and Gallagher, M. (2005) "A Hybrid Approach to Parameter Tuning in Genetic Algorithms". In Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, pp. 1096-1103, Edinburgh, UK. doi: 10.1109/CEC.2005.1554813 EI Cited: 11
Yuan, B. and Gallagher, M. (2005) "Experimental Results for the Special Session on Real-Parameter Optimization at CEC 2005: A Simple, Continuous EDA". In Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, pp. 1792-1799, Edinburgh, UK. doi: 10.1109/CEC.2005.1554905 EI Cited: 43
Yuan, B. and Gallagher, M. (2005) "On the Importance of Diversity Maintenance in Estimation of Distribution Algorithms". In Proceedings of the 2005 Genetic and Evolutionary Computation Conference, ACM, pp. 719-726, Washington D.C. doi: 10.1145/1068009.1068129 EI Cited: 43
Yuan, B., Gallagher, M. and Crozier, S. (2005) "MRI Magnet Design: Search Space Analysis, EDAs and a Real-World Problem with Significant Dependences". In Proceedings of the 2005 Genetic and Evolutionary Computation Conference, ACM, pp. 2141-2148, Washington D.C. doi: 10.1145/1068009.1068362 EI Cited: 3
2004
Yuan, B. and Gallagher, M. (2004) "Statistical Racing Techniques for Improved Empirical Evaluation of Evolutionary Algorithms". In Proceedings of the 8th International Conference on Parallel Problem Solving from Nature, LNCS 3242, ©Springer, pp. 172-181, Birmingham, UK. doi: 10.1007/b100601 SCI Cited: 31
2003
Yuan, B. and Gallagher, M. (2003) "On Building a Principled Framework for Evaluating and Testing Evolutionary Algorithms: A Continuous Landscape Generator". In Proceedings of the 2003 Congress on Evolutionary Computation, IEEE, pp. 451-458, Canberra, Australia. doi: 10.1109/CEC.2003.1299610 CPCI-S Cited: 8
Yuan, B. and Gallagher, M. (2003) "Playing in Continuous Spaces: Some Analysis and Extension of Population-Based Incremental Learning". In Proceedings of the 2003 Congress on Evolutionary Computation, IEEE, pp. 443-450, Canberra, Australia. doi: 10.1109/CEC.2003.1299609 CPCI-S Cited: 24
2002
Yuan, B. (2002) "Training a Neural Network to Count: A Genetic Approach". M.Sc. Thesis, The University of Queensland, Australia.
Yuan, B. (2002) "Deterministic Crowding, Recombination and Self-Similarity". In Proceedings of the 2002 Congress on Evolutionary Computation, IEEE, pp. 1516-1521, Honolulu, Hawaii. doi: 10.1109/CEC.2002.1004467 CPCI-S Cited: 2
1999
Jiang, G.R., Zhong, Y.Z., Yang, S.Q. and Yuan, B. (1999) "Fast Fractal Image Compression Based on HV Partition". In Proceedings of SPIE - Multimedia Storage and Archiving Systems IV, vol. 3846, pp. 473-481. doi: 10.1117/12.360451 EI
Lu, J.F., Yuan, B. and Yang, J.Y. (1999) "A Genetic Design for Feedforward Neural Network". Journal of Nanjing University of Science and Technology, vol. 23(6), pp. 486-489. EI Cited: 1