Dr Jianyong Sun

 

Jianyong Sun
role Role: Research Fellow
qualifications Qualifications: BSc, MScD, PhD
office Office: B38
telephone Telephone: +44 (0) 115 95 14299
email Email: This e-mail address is being protected from spambots. You need JavaScript enabled to view it
homepage Homepage: http://www.ima.ac.uk

Research

Dr. Jianyong Sun's research interests include optimization, statistical machine learning, operational research, heuristic / meta-heuristic.

 

Teaching & Supervision

My supervisor is Jonathan M Garibaldi

Journal Papers

Author(s) Title Publisher Page Year
Jianyong Sun and Jonathan M. Garibaldi and Natalio Krosnogor and Qingfu Zhang An Intelligent Multi-Restart Memetic Algorithm for Unconstrained Global Optimization Evolutionary Computation Journal tbc tbc 2012
Jianyong Sun and Jonathan M. Garibaldi Robust Bayesian mixtures vs. robust Drichilet process mixtures Intelligent Data Analysis tbc tbc 2011
Jianyong Sun and Jonathan M. Garibaldi and Charlie Hodgman Parameter Estimation Using Meta-Heuristics in Systems Biology: A Comprehensive Review IEEE Transactions on Computational Biology and Bioinformatics tbc tbc 2011
Jianyong Sun Two-stage EDA-based Approach for All Optical WDM Mesh Network Survivability under SRLG Constraints Journal of Applied Soft Computing 11 (1) 916-926 2010
Jianyong Sun and Ata Kaban and Jonathan M. Garibaldi Robust Mixture Modeling using Pearson Type VII Distribution Pattern Recognition Letters 31 2447-2454 2010
Jianyong Sun, Ata Kaban A Fast Algorithm for Robust Mixtures in the Presence of Measurement Errors IEEE Transactions on Neural Networks 21 1206-1220 2010
Jianyong Sun, Qingfu Zhang, Jin Li Two-Level Evolutionary Approach to the Survivable Mesh-based Transport Network Topological Design Journal of Heuristics 16 (5) 723-744 2010
Xiaoguang Li, Kin-Man Lam, Guoping Qiu, Lansun Shen, Suyu Wang Example-based image super-resolution with class-specific predictors Journal of Visual Communication and Image Representation 20 (5) 312-322 2009
Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design International Journal of Computational Intelligence Application 7(2) 187-200 2008
Qingfu Zhang, Jianyong Sun, Edward Tsang Combinations of Estimation of Distribution Algorithms and Other Techniques International Journal of Automation and Computing 4(3) 273-280 2007
Qingfu Zhang, Jianyong Sun, Gaoxi Xiao Tsang Evolutionary Algorithm Refining a Heuristic: A Hybrid Method for Shared Path Protection in WDM Networks under SRLG Constraints IEEE Transactions on Systems, Man and Cybernetics, Part B 37(1) 51-61 2007
Ata Kaban, Jianyong Sun, Somak Raychaudhury, Louisa Nolan On Class Visualisation for High Dimensional Data: Exploring Scientific Datasets Lecture Notes in Computer Science 4265 125-136 2006
Qingfu Zhang, Jianyong Sun, Edward Tsang An Evolutionary Algorithm with the Guided Mutation for the Maximum Clique Problem IEEE Transactions on Evolutionary Computation 9(2) 191-201 2005
Qingfu Zhang, Jianyong Sun, Edward Tsang DE/EDA: a New Evolutionary Algorithm for Global Optimization Information Sciences 169(3) 249-262 2004
Qingfu Zhang, Jianyong Sun, Edward Tsang, John Ford Hybrid Estimation of Distribution Algorithm for Global Optimization Engineering Computations 21(1) 91-107 2003

Conference Papers

Author(s) Title Publisher Page Year
Jianyong Sun, Ata Kaban, Jonathan M. Garibaldi Robust Mixture Modelling using the Pearson Type VII Distribution The 2010 IEEE Intenational Joint Conference on Neural Network 2010
Jianyong Sun, Jonathan M. Garibaldi A Novel Memetic Algorithm for Constrained Optimization Proceedings of the 2010 IEEE Congress on Evolutionary Computation tbc 2010
Xiaoguang Li, Kin Man Lam, Guoping Qiu, Lansun Shen, Suyu Wang An efficient example-based approach to image superresolution IEEE ICNNSP 2008, IEEE International Conference on Neural Networks and Signal Processing 2008
Jianyong Sun, Ata Kaban, Somak Raychaudhury Robust Mixture Modelling in the Presence of Measurement Errors Proceedings of the 24th International Conference on Machine Learning 2007
Jianyong Sun, Ata Kaban, Somak Raychaudhury Robust Visual Mining of Data with Error Information Proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD07), Warsaw, Poland 573-580 2007


 

 

Intelligent Modelling and Analysis Research Group, School of Computer Science, The University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB, UK.