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JOURNAL

Evolutionary Algorithms

 

  • Shiu Yin Yuen and Xin Zhang, “On composing an algorithm portfolio”, Memetic Computing, to appear.

  • Xin Zhang and Shiu Yin Yuen, “A directional mutation operator for differential evolution algorithms”, Applied Soft Computing, vol. 30, pp. 529-548, Apr. 2015.

  • Xin Zhang, Xiu Zhang, S. L. Ho, and W. N. Fu, “Designing loudspeaker by ensemble of composite differential evolution ingredients”, IEEE Transactions on Magnetics, vol. 50, no. 11, pp. 1-4, Nov. 2014.

  • Xiu Zhang, Xin Zhang, S. L. Ho, and W. N. Fu, “A modification of artificial bee colony algorithm applied to loudspeaker design problem”, IEEE Transactions on Magnetics, vol. 50, no. 2, pp. 737-740, Feb. 2014.

  • Xin Zhang, Xiu Zhang, Shiu Yin Yuen, S. L. Ho, and W. N. Fu, “An improved artificial bee colony algorithm for optimal design of electromagnetic devices”, IEEE Transactions on Magnetics, vol. 49, no. 8, pp. 4811-4816, 2013.

  • Xin Zhang and Shiu Yin Yuen, “Improving artificial bee colony with one-position inheritance mechanism,” Memetic Computing, vol. 5, no. 3, pp. 187-211, 2013.

  • Xin Zhang, Kwong Fai Fong, and Shiu Yin Yuen, “A novel artificial bee colony algorithm for HVAC optimization problems”, HVAC&R Research, vol. 19, no. 6, pp. 715-731, 2013.

 

Machine Learning

 

  • Xin Zhang, Meiqin Pan, Fubo Shao, and Guoping He, “Compound cascade support vector regression”, Journal of Information and Computational Science, vol. 6, no. 1, pp. 23-31, 2009.

  • Fubo Shao, Guoping He, and Xin Zhang, “A new algorithm for privacy-preserving classification of horizontally and vertically partitioned data”, Journal of Information and Computational Science, vol. 5, no. 5, pp. 2123-2129, 2008.

  • Fubo Shao, Hua Duan, Guoping He, and Xin Zhang, “A unified model for privacy-preserving support vector machines on horizontally and vertically partitioned data”, Information Technology Journal, vol. 7, no. 6, pp. 850-858, 2008.

 

CONFERENCE

Evolutionary Algorithms

 

  • Shiu Yin Yuen and Xin Zhang, “Multiobjective evolutionary algorithm portfolio: choosing suitable algorithm for multiobjective optimization problem”, in IEEE Congress on Evolutionary Computation (CEC), Beijing, Jul. 2014, pp. 1967-1973.

  • Shiu Yin Yuen, Chi Kin Chow, and Xin Zhang, “Which algorithm should I choose at any point of the search: an evolutionary portfolio approach”, in The Genetic and Evolutionary Computation Conference (GECCO’13), Amsterdam, Jul. 2013, pp. 567-574.

  • Shiu Yin Yuen and Xin Zhang, “On composing an (evolutionary) algorithm portfolio”, in The Genetic and Evolutionary Computation Conference (GECCO’13), Amsterdam, Jul. 2013, pp. 83-84.

  • Xin Zhang and Shiu Yin Yuen, “Opposition-Based adaptive differential evolution”, IEEE Congress on Evolutionary Computation (CEC), Brisbane, Jun. 2012, pp. 832-839.

  • Shing Wa Leung, Xin Zhang, and Shiu Yin Yuen, “Multiobjective differential evolution algorithm with opposition-based parameter control”, IEEE Congress on Evolutionary Computation (CEC), Brisbane, Jun. 2012, pp. 2106-2113.

  • Fubo Shao, Guoping He, and Xin Zhang, “An improved algorithm for multiclass text categorization with support vector machine”, In Proceeding of 2008 International Symposium on Computational Intelligence and Design, Oct. 2008, pp. 336-339.

 

Machine Learning

 

  • Fubo Shao, Guoping He, and Xin Zhang, “An improved algorithm for multiclass text categorization with support vector machine”, In Proceeding of 2008 International Symposium on Computational Intelligence and Design, Oct. 2008, pp. 336-339.

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