王雪松

发布者:何海明发布时间:2014-05-04浏览次数:6579

  • 王雪松

    中国矿业大学,教授,博导,副院长

  • 研究领域: 机器学习与模式识别 , 人工智能与深度学习 , 图像/视频处理

    联系方式wangxuesongcumt@163.com13913455365, 0516-83590868(办)

    个人主页http://www.escience.cn/people/wangxuesong/index.html

    个人简介:王雪松,197412月生,控制科学与工程学科教授,博士生导师,中国矿业大学信息与控制工程学院副院长,孙越崎青年科技奖获得者,教育部新世纪优秀人才支持计划入选者,江苏省六大人才高峰入选者,江苏省333高层次人才。现为《IEEE Transactions on Systems,Man and Cybernetics: SystemsAssociated editor, International Journal of Machine Learning and CyberneticsAssociated editor,《电子学报》编委、江苏省自动化学会理事、IEEE会员、IEICE会员、中国电子学会高级会员、中国机械工业教育协会自动化学科教学委员会委员。担任国家科技奖励、教育部科技奖励、国家重点研发计划项目、国家自然科学基金项目等的通讯评议专家以及江苏省高校自然科学研究重大项目的会评专家。研究方向为机器学习及模式识别、人工智能与深度学习、图像/视频处理。作为项目负责人,主持国家自然科学基金项目3项、省部级项目6项;以第一完成人身份,获教育部自然科学奖二等奖2项;在IEEE TNNLSIEEE TCYBIEEE TIEIEEE TSMCAIEEE TECIEEE TCDSIEEE/ACM TCBBIEEE JSTAR等上发表被SCI&EI收录的论文140余篇。

    专著

  • 1. 高光谱遥感数据降维. 王雪松, 程玉虎, 孔毅, 高阳科学出版社 ,2017

    2. 知识迁移学习方法及应用. 王雪松, 潘杰, 程玉虎科学出版社 , 2016

    3. 强化学习原理及其应用. 王雪松, 朱美强, 程玉虎科学出版社 ,2014

    4. 生物信息学中的机器学习分析方法. 王雪松, 程玉虎, 张林科学出版社 ,2014

    5. 机器学习理论、方法及应用. 王雪松, 程玉虎科学出版社 ,2009

  • 3年发表文章:

    1. Multi-source Transfer Double DQN Based on Actor Learning. Pan, Jie; Wang, Xuesong*; Cheng, Yuhu; Yu, Qiang. IEEE Transactions on Neural Networks and Learning Systems. 2018.2.11SCIAccepted

    2. Incremental Graph Embedding Based on Spatial-spectral Neighbors for Hyperspectral Image Classification. Dongqing Li, Yuhu Cheng*, Xuesong Wang, Qiang Yu. IEEE Access. 2018.2.10( SCI) Accepted

    3. Multi-source Domain Attribute Adaptation Based on Adaptive Multi-kernel Alignment Learning. Xuesong Wang, Wanwan Huang, Yuhu Cheng*, Qiang Yu, and Zhongliang Wei. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2017.12.27SCIAccepted

    4. Analysis of Eddy Current and Loss of a Novel Canned Switched Reluctance Machine. Qiang Yu, Xuesong Wang*, Yuhu Cheng, Lisi Tian. IEEE Transactions on Industrial Electronics. 2017.12.27SCIAccepted

    5. Deep learning for pixel-level image fusion: Recent advances and future prospects. Yu Liu, Xun Chen*, Zengfu Wang, Z. Jane Wang, Rabab K. Ward, Xuesong Wang*. Information Fusion. 2018,42:158-173SCI

    6. Flux linkage estimation with saliency and can effect of a can-shielded switched reluctance motor using a simple circuit network model. Qiang Yu, Chang He, Lisi Tian, Xuesong Wang*,Yuhu Cheng. International Journal of Applied Electromagnetics and Mechanics. 2018,56:103-113SCI

    7. Low Rank Subspace Clustering via Discrete Constraint and Hypergraph Regularization for Tumor Molecular Pattern Discovery. Jian Liu, Yuhu Cheng, Xuesong Wang*, Xiaoluo Cui, Yi Kong, and Junping Du. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2017.10.17 SCIAccepted

    8. Tumor Gene Expression Data Classification via Sample Expansion-Based Deep Learning. Liu JianWang Xuesong*Cheng YuhuZhang Lin. Oncotarget. 2017, 8(65): 109646-109660SCI

    9. Domain Adaptation Network Based on Hypergraph Regularized Denoising Autoencoder. Xuesong Wang, Yuting Ma, Yuhu Cheng. Artificial Intelligence Review. 2017.7.27SCIAccepted

    10. Exploring the Emerging Type of Comment for Online Videos: DanMu. MingHe, Yong Ge, Enhong Chen, Qi Liu, Xuesong Wang. ACM Transactions on the Web. 2017.(SCI)

    11. An optimal mean based block robust feature extraction method to identify colorectal cancer genes with integrated data. Jian Liu, Yuhu Cheng, Xuesong Wang*, Lin Zhang & Hui Liu. Scientific Reports. 2017, 7: 8584SCI

    12. Heterogeneous Domain Adaptation Network Based on Autoencoder. Xuesong Wang, Yuting Ma, Yuhu Cheng, Liang Zou, Joel J.P.C.Rodrigues. Journal of Parallel and Distributed Computing.  2017.6.23 (SCI) Accepted

    13. Supervised Penalty Matrix Decomposition for Tumor Differentially Expressed Genes Selection. Liu Jian, Cheng Yuhu, Wang Xuesong, Cui Xiaoluo. Chinese Journal of Electronics. 2017.5.17 (SCI) Accepted

    14 Random Forest Classifier for Zero-Shot Learning Based on Relative Attribute. Yuhu Cheng, Xue Qiao, Xuesong Wang*. IEEE Transactions on Neural Networks and Learning Systems. 2017. SCI

    15. Dimensionality reduction for hyperspectral data based on pairwise constraint discriminative analysis and non-negative sparse divergence. Xuesong Wang, Yi Kong, Yang Gao, Yuhu Cheng*. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: 2017,2017,10(4):1552-1562. SCI

    16. Multiple-image encryption algorithm based on mixed image element and chaos. Xiaoqiang Zhang, Xuesong Wang. Computers and Electrical Engineering. 2017, 11(1): 1-13. SCI

    17. Improved electromagnetic models with saliency effect, a novel canned switched reluctance machine drive as example. Qiang Yu, Xuesong Wang*, Yuhu Cheng. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields. 2017,30(6).Accepted)(SCI

    18. Self-adaptive PCNN based on the ACO algorithm and its application on medical image segmentation. Xinzheng Xu, Tianming Liang, Guanying Wang, Maxin Wang, Xuesong Wang*. Intelligent Automation & Soft Computing. 2017,23(2) ,303-310. (SCI)

    19. Multiple-image encryption algorithm based on mixed image element and permutation. Xiaoqiang Zhang, Xuesong Wang. Optics and Lasers in Engineering. 2017, 92(5): 6-16. SCI

    20. Cancer progression prediction using gene interaction regularized elastic net. Zhang Lin, Liu Hui, Huang Yufei, Wang Xuesong, Chen Yidong, Meng Jia. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 201714(1) ,145-154.SCI

    21. Electromagnetic and thermal coupled analysis of can effect of a novel canned switched reluctance machine as a hydraulic pump drive. Qiang Yu, Xuesong Wang, Yuhu Cheng. International Journal of Applied Electromagnetics and Mechanics. 2017, 54 ,131-140. (SCI)

    22. Dimensionality reduction for hyperspectral data based on sample-dependent repulsion graph regularized auto-encoder. Xuesong Wang, Yi Kong, Yuhu Cheng*. Chinese Journal of Electronics. 2017,26(6) ,1233-1238SCI

    23. Pulse-coupled neural networks and parameter optimization methods. Xinzheng Xu, Guanying Wang, Shifei Ding, Yuhu Cheng, Xuesong Wang*. Neural Computing and Applications. 201728(S1):671-681SCI

    24. Electromagnetic modeling and analysis of can effect of a canned induction electrical machine. Qiang Yu, Xuesong Wang*, Yuhu Cheng. IEEE Transactions on Energy Conversion. 2016,31(4): 1471-1478. SCI

    25. No-reference image blur assessment based on discrete orthogonal moments. Leida Li, Weisi Lin, Xuesong Wang, Gaobo Yang, Khosro Bahrami, Alex C. Kot. IEEE Transactions on Cybernetics. 2016, 46(1): 39-50. SCI

    26. Automatic change detection in high-resolution remote sensing images by using a multiple classifier system and spectral-spatial features. Kun Tan, Xiao Jin, Antonio Plaza, Xuesong Wang, Liang Xiao, Peijun Du. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016,9(8):3439-3451. SCI

    27. Zero-shot image classification based on deep feature extraction. Xuesong Wang, Chen Chen, Yuhu Cheng*, Z. Jane Wang. IEEE Transactions on Cognitive and Developmental Systems. 2016 ,DOI: 10.1109/TCDS.2016.2632178. SCI

    28. Domain Adaptation Network Based on Autoencoder. Xuesong Wang,Yuting Ma,Yuhu Cheng*. Chinese Journal of Electronics. 2016. (Accept)(SCI)

    29. An improved indirect attribute weighted prediction model for zero-shot image classification. Yuhu Cheng, Xue Qiao, Xuesong Wang*. IEICE Transactions on Information and Systems. 2016, E99-D(2): 435-442. SCI

    30. Zero-shot learning by exploiting class-related and attribute-related prior knowledge. Xuesong Wang*, Chen Chen, Yuhu Cheng. IET Computer Vision. 2016 ,10(6): 483-492. SCI

    31. Single-sample face recognition based on LPP feature transfer. Jie Pan, Xuesong Wang*, Yuhu Cheng. IEEE Access. 2016, 4: 2873-2884 SCI

    32. Linear pole-placement anti-windup control for input saturation nonlinear system based on Takagi Sugeno fuzzy model. Faguang Wang, Hongmei Wang, Seungkyu Park, Xuesong Wang. International Journal of Control, Automation and Systems. 2016,14(6):1599-1606.SCI

    33. Computational performance optimization of support vector machine based on support vectors. Xuesong Wang, Fei Huang, Yuhu Cheng. Neurocomputing. 2016, 211: 66-71. SCI

    34. Research of multi-sided multi-granular neural network ensemble optimization method. Hui Li, Xuesong Wang, Shifei Ding. Neurocomputing. 2016, 197: 78-85. SCI

    35. A non-negative sparse semi-supervised dimensionality reduction algorithm for hyperspectral data. Xuesong Wang, Yang Gao, Yuhu Cheng. Neurocomputing. 2016, 188: 275-283. SCI

    36. Sandor type inequalities for Sugeno integral with respect to general (α, m, r)-convex functions. Dongqing Li, Yuhu Cheng, Xuesong Wang. Journal of Function Spaces. 2016.SCI

    37. Thermal analysis of a canned switched reluctance drive with a novel network. Qiang Yu, Xuesong Wang, Yuhu Cheng. Journal of Applied Thermal Engineering. 2016, 109: 535-541. SCI

    38. Quantum Discord and Entanglement in Grover Search Algorithm with Static Imperfections. Bin Ye*, Tingzhong Zhang, Liang Qiu, and Xuesong Wang*. Open Physics. 2016,14:171-176. SCI

    39. A novel approach based on KATZ measure to predict associations of human microbiota with non-infectious diseases. Xing Chen*, Yu-an Huang, Zhuhong You*, Guiying Yan, Xuesong Wang*. Bioinformatics. 2016 ,201733(5):733-739. SCI

    40. Semi-supervised transfer discriminant analysis based on cross-domain mean constraint. Shaofei Zang, Yuhu Cheng, Xuesong Wang, Qiang Yu. Artificial Intelligence Review. 2016 ,DOI:10.1007/s10462-016-9533-3. SCI

    41. Research and development of neural network ensembles. Hui Li, Xuesong Wang, Shifei Ding. Artificial Intelligence Review. 2016(Accept). SCI

    42. Stability analysis of singularly perturbed control systems with actuator saturation. Yang Chunyu, Ma Lei, Ma Xiaoping, Wang Xuesong. Journal of the Franklin Institute. 2016, 353(6):1284-1296. SCI

    43. Protein function prediction based on active semi-supervised learning. Xuesong Wang, Yuhu Cheng, Lijing Li. Chinese Journal of Electronics. 2016, 25(4): 595-600. SCI

    44. Dimensionality reduction for hyperspectral data based on class-aware tensor neighborhood graph and patch alignment. Yang Gao, Xuesong Wang*, Yuhu Cheng, Z.Jane Wang. IEEE Transactions on Neural Networks and Learning Systems. 2015, 26(8): 1582-1593. SCI

    45. GPU parallel implementation of support vector machines for hyperspectral image classification. Kun Tan, Junpeng Zhang, Qian Du, Xuesong Wang. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2015, 8(10): 4647-4656. SCI

    46. Identification of overlapping protein complexes using structural and functional information of PPI network. Xuesong Wang, Yuhu Cheng*, Weifang Sun. Chinese Journal of Electronics. 2015, 24(3): 564-568.SCI

    47. A quick convex hull building algorithm based on grid and binary tree. Gao Yang, Cheng Yuhu, Wang Xuesong. Chinese Journal of Electronics. 2015, 24(2): 317-320. SCI

    48. Spectral statistics in directed complex networks and universality of Ginibre ensemble. Bin Ye*, Liang Qiu, Xuesong Wang, Thomas Guhr. Communications in Nonlinear Science and Numerical Simulation. 2015, 20(3): 1026-1032.SCI

    49. Barnes-Godunova-Levin type inequality of Sugeno integral for (α, m)-concave function. Dongqin Li, Yuhu Cheng, Xuesong Wang, Shaofei Zang. Journal of Inequalities and Applications. 2015, (1): 1-21.SCI

    50. Image encryption based on genetic algorithm and a chaotic system. Xiaoqiang Zhang, Xuesong Wang*, Yuhu Cheng. IEICE Trans. on Information and Systems. 2015, E98-B(05): 824-833. SCI

    主要获奖情况

            [1]  2016年度教育部高等学校自然科学二等奖复杂生物数据的特征建模及高效学习理论与应用. 2016.12(第一完成人:王雪松)

            [2]  2013年度教育部高等学校自然科学二等奖机器学习理论及其在复杂系统分析与控制中的应用. 2013.12((第一完成人:王雪松)