个人简历

学习经历
1996年9月—2000年6月，本科毕业于黑龙江大学电子工程学院电子工程专业，获得工学学士学位
2001年9月—2004年4月，硕士毕业于昆明理工大学信息与自动化学院模式识别与智能系统专业，获得工学硕士学位
2011年9月—2015年6月，博士毕业于哈尔滨理工大学材料科学与工程学院材料学专业，获得工学博士学位
工作经历
2000.8-2001.8 黑龙江省人才中心 助理工程师
2004.4-2005.8 大连民族学院计算机系 助教
2005.9-2010.8 大连民族学院计算机科学与工程学院 讲师
2010.9-2015.6 大连民族学院计算机科学与工程学院 副教授(研究生导师,学术带头人)
2015.7-至今 大连民族大学计算机科学与工程学院 副教授(研究生导师,学术带头人)

研究领域

模式识别、智能计算应用

近期论文

[1] Guo H, Yin J, Zhao J, et al. An Ensemble Learning for Predicting Breakdown Field Strength of Polyimide Nanocomposite Films[J]. Journal of Nanomaterials, 2015, ID: 950943.(SCI检索，检索号WOS:000364699400001)
[2] Guo H. Study on automatic detection of doped proportions of polyimide matrix inorganic nanocomposite films based on wavelet energy distribution proportion features and extreme learning machine[J].International Journal of Materials and Product Technology, 2016, 59(3-4): 298-311. (SCI检索)
[3] Guo H, Yin J, Zhao J, et al. Analysis of Corona Resistant Performance of Polyimide Matrix Nanocomposite Thin Films by PCA[J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015,12(5):890-893.(SCI检索，检索号WOS:000355575000035)
[4] Guo H, Yin J, Zhao J, et al. Study on the Automatic Recognition of Nanocomposite Thin Films Based on Gabor Features and MLP[J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015,12(5):886-889.(SCI检索，检索号WOS:000355575000034)
[5] Guo H, Yin J, Zhao J, et al. An Automatic Detection Method of Nanocomposite Film Element Based on GLCM and Adaboost M1[J].ADVANCES IN MATERIALS SCIENCE AND ENGINEERING,2015, ID: 205817. (SCI检索，检索号WOS:000361659700001)
[6] Guo H, Yin J, Zhao J, et al. Prediction of fatigue life of packaging EMC material based on RBF-SVM[J]. International Journal of Materials and Product Technology, 2014, 49(1): 5-17. (SCI检索)
[7] Guo H, Shi L, Zhao J. Machine Learning Based Hybrid Approach for Credit Assessment[J]. Journal of Computational and Theoretical Nanoscience, 2012, 9(10): 1793-1797. (SCI检索)
[8] Hai Guo, Jinghua Yin and Jingying Zhao. Feature Dimension Reduction of NaXi Pictographs Characters Recognition based on LDA[J].International Journal of Computer Science Issues,2012, 9(6):90-96. (EI检索)
[9] Guo H, Yin J, Song M, et al. Design and properties research of capacitive RF-MEMS switch[J]. International Journal of Simulation and Process Modelling, 2012, 7(1-2): 123-131. (EI检索)
[10] Guo H, Zhao J. Research on feature extraction for character recognition of NaXi pictograph[J]. Journal of Computers, 2011, 6(5): 947-954. (EI检索)
[11] Guo Hai, Zhao J, Li X. Online Handwritten Naxi Pictograph Digits Recognition System Based on Fisher's Discriminant[J]. ICIC express letters. Part B, Applications: an International Journal of Research and Surveys, 2013, 4(6): 1677-1682. (EI检索)
[12] Guo H, Zhao J. Segmentation Method for NaXi Pictograph Character Recognition[J]. Journal of Convergence Information Technology, 2010, 5(6): 87-98. (EI检索)
[13] Guo H, Zhao J, Da M, et al. NaXi Pictographs Edge Detection Using Lifting Wavelet Transform[J]. Journal of Convergence Information Technology, 2010, 5(5). (EI检索)
[14] Guo H, Zhao J, Da M. A Preprocessing method for NaXi Pictograph Character Recognition[J]. Journal of Convergence Information Technology, 2010, 5(2): 59-66. (EI检索)
[15] Guo H, Zhao J, Li X N. Preprocessing Method for NaXi Pictographs Character Recognition Using Wavelet Transform[J]. International Journal of Digital Content Technology and its Applications, 2010, 4(3): 117-131. (EI检索)
[16] Hai Guo, Jing-Ying Zhao, Nan Jiang and Lei Shi. Chinese Minority Script Identification Using Wavelets Transform and SVM[J]. ICIC Express Letters,2010, 4(3):653-658. (EI检索)