College of Computer Science and Technology
Jilin University
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Machine Learning Lab College of Computer Science and Technology Jilin University |
[1] 梁艳春，吴春国，时小虎，葛宏伟，群智能优化算法理论与应用，科学出版社，ISBN: 978-7-03-025605-8，2009年9月。
[2] 吴微, 周春光, 梁艳春. 智能计算, 高等教育出版社, ISBN: 978-7-04-027953-5, 2009年12月。
[1] Yang C, Bruzzone L, Sun FY, Lu LJ, Guan RC, Liang YC. A
fuzzy-statistics-based affinity propagation technique for clustering in
multispectral images, IEEE Transactions on Geoscience and Remote Sensing,
2010, 48(6): 2647-2659. (SCI)
[2] Tang J, Le S, Sun L, Yan XZ, Zhang MC, MacLeod J, LeRoy B, Northrup N,
Ellis A, Yeatman YJ, Liang YC, Zwick ME, and Zhao SY. Copy number
abnormalities in sporadic canine colorectal cancers. Genome Research, 2010,
20(3): 341-350. (SCI)
[3] Yang XW, Lu J, Zhang GQ. Adaptive pruning algorithm for least squares
support vector machine classifier. Soft Computing, 2010, 14: 667-680. (SCI)
[4] Jiang JQ, Song CY, Zhao HY, Wu CG and Liang YC. Adaptive and iterative
least squares support vector regression based on quadratic Renyi entropy.
International Journal of Granular Computing, Rough Sets and Intelligent
Systems, 2010, 1(3): 221-232. (EI 20090111828042)
[5] Zhao DY, Wang Y, Luo D, Shi XH, Wang LP, Xu D, Yu J, Liang YC. PMirP: A
pre-microRNA prediction method based on structure-sequence hybrid features,
Artificial Intelligence in Medicine, 2010, DOI:
10.1016/j.artmed.2010.03.004.（SCI）
[6] Zhang C, Wu CG, Blanzieri E, Zhou Y, Wang Y, Du W, Liang YC. Methods for
labeling error detection in microarrays based on the effect of data
perturbation on the regression model, Bioinformatics, 2009, 25 (20):
2708-2714. (SCI)
[7] Song SH, Huang YF, Wang X, Wei G, Qu HZ, Wang WW, Ge XM, Hu SN, Liu GZ,
Liang YC, Yu J, HRGD: a database for mining potential heterosis-related
genes in plants, Plant Molecular Biology, 2009, 69(3): 255-260. (SCI)
[8] Ge HW, Du WL, Qian F, Liang YC. Identification and control of nonlinear
systems by a time-delay recurrent neural network, Neurocomputing, 2009,
72(13-15): 2857-2864. (SCI)
[9] 徐旭, 葛宏伟, 梁艳春. 用于动力系统控制的时滞神经网络, 吉林大学学报 (工学版), 2009, 39-4: 1047-1051. （EI）
[10] Guo XC, Yang JH, Wu CG, Wang CY, and Liang YC. A novel LS-SVMs
hyper-parameter selection based on particle swarm optimization.
Neurocomputing, 2008, 71(16-18): 3211-3215. （SCI360OF , EI 084811747649）
[11] Zhou Y, Liang YC, Hu CQ, Wang LP, Shi XH. An artificial neural network
method for combining gene prediction based on equitable weights,
Neurocomputing, 2008, 71(4-6): 538–543. SCI 269QK, EI 080611080180
[12] Yang JH, Wu CG, Lee HP, Liang YC, Solving traveling salesman problems
using generalized chromosome genetic algorithm, Progress in Natural Science,
2008, 18(7): 887-892. （SCI 306YN , EI 083111422767）
[13] Yang JH, Sun Liang, Lee HP, Qian Y, and Lang YC. Clonal selection based
memetic algorithm for job shop scheduling problems, Journal of Bionic
Engineering, 2008, 5(2): 111-119. （SCI 322QL, EI 082711350534）
[14] Yang JH, Shi XH, Marchese M and Liang YC. An ant colony optimization
method for generalized TSP problem. Progress in Natural Science, 2008, 18
(11): 1417-1422. 084911767157
[15] Zhang Y, Pei ZL, Yang JH, Liang YC. Canonical Huffman code based
full-text index, Progress in Natural Science, 2008, 18(3): 325-330.
（SCI278EC， EI 081411184295）
[16] Ge HW, Sun L, Liang YC, Qian F. An effective PSO-and-AIS-based hybrid
intelligent algorithm for job-shop scheduling, IEEE Transactions on System,
Man and Cybernetics, Part A, Systems and Humans, 2008, 38(2):358-368.
（SCI268TH）
[17] Ge HW, Qian F, Liang YC, Du WL, Wang L. Identification and control of
nonlinear systems by a dissimilation particle swarm optimization-based Elman
neural network, Nonlinear Analysis: Real World Applications, 2008, 9(4):
1345-1360. （SCI317AI）
[18] Yang C, Lu LJ, Lin HP, Guan RC, Shi XH, and Liang YC. A
fuzzy-statistics-based principal component analysis (FS-PCA) method for
multispectral image enhancement and display, IEEE Transactions on Geoscience
and Remote Sensing, 2008, 46(11):3937-3947. , SCI, EI 084911766053