Name: GUO Tiande
Title: Professor
Research Areas: Optimization, Optimization analysis in financial
E-mail: tdguo@ucas.ac.cn
Administrative Title: Vice Dean of the School of Mathematics
Highest Degree&Year Earned: Ph.D, 2000
Discipline: Management Science and Engineering
Publication in the Past 5 Years:
1)English Journals&Journal Citations (SSCI/SCI/EI/CSSCI)
1.Yonghong Liu, Baicun Zhou, Congying Han*, Tiande Guo & Jin Qin. A novel method based on deep learning for aligned fingerprints matching, Applied Intelligence, ISSN 0924-669X. DOI 10.1007/s10489-019-01530-4.Vol. 48, No. 7, July 25,2019. SCI
2.Yapu Zhang; Xianliang Yang; Suixiang Gao; Wenguo Yang. Budgeted Profit Maximization Under the Multiple Products Independent Cascade Model. IEEE Access 2019, 7: 20040-20049.
3.Tiande Guo, Congying Han, Siqi Tang, and Man Ding. Solving Combinatorial Problems with Machine Learning Methods. In book Nonlinear Combinatorial Optimization. Springer Optimization and Its Applications 147, 2019.
4.Yonghong Liu, Baicun Zhou, Congying Han, Tiande Guo and Jin Qin. A Method for Singular Points Detection Based on Faster-RCNN. Applied Sciences, 2018, 1853:1-5. doi:10.3390/app8101853
5.Jin Qin, Congying Han, Chaochao Bai, Tiande Guo. Multi-Scaling Detection of Singular Points Based on Fully Convolutional Networks in Fingerprint Images. J. Zhou et al. (Eds.): CCBR In Chinese Conference on Biometric Recognition, LNCS 10568, pp. 221–230, 2017. https://doi.org/10.1007/978-3-319-69923-3_24.
6.Jin Qin, Siqi Tang, Congying Han, and Tiande Guo. Partial Fingerprint Matching via Phase-only Correlation and Deep Convolutional Neural Network. In The 24th International Conference On Neural Information Processing, Part VI, LNCS 10639, pp. 602–611, 2017. https://doi.org/10.1007/978-3-319-70136-3_64.
7.Mingqiang Li, Congying Han, Ruxin Wang, Tiande Guo. Shrinking gradient descent algorithms for total variation regularized image denoising. Comput Optim Appl, 2017, 68(3):643–660. DOI 10.1007/s10589-017-9931-8.
8.Liu P F, Yang W G, Guo T D. New Discoveries of Domination Between Traffic Matrices. Acta Mathematicae Applicatae Sinica, English Series. 2017, 33(3):561-566.(SCI)
9.Mingqiang Li#, Congying Han, Ruxin Wang, Tiande Guo#, Shrinking gradient descent algorithms for total variation regularized image denoising. Comput Optim Appl (2017):1-18. https://doi.org/10.1007/s10589-017-9931-8.(SCI)
10. Ruxin Wang, Congying Han, Tiande Guo. A Novel Fingerprint Classification Method Basedon Deep Learning, In 23rd International Conference on Pattern Recognition, Cancún Center, Cancún, México, 931-936, 2016.
11. Pengfei Liu, Wenguo Yang, Tiande Guo. A discussion on the conservatism of robust linear optimization problems, Optimization, 2016, 65(8):1641-1650.
12. Liu P, Yang W, Guo T. A discussion on the conservatism of robust linear optimization problems. Optimization, 2016, 65(8): 1641-1650.(SCI)
13. Ruxin Wang#, Congying Han, Mingqiang Li, Tiande Guo#. Single Image Super-Resolution Reconstruction based on Edge-Preserving with External and Internal Gradient Prior Knowledge, Asian Conference on Computer Vision (ACCV 2016), Computer Vision – ACCV 2016 Workshops 2016: 191-205.(EI)
14. Tang Y, Yang W, Guo T. Definition and Algorithms for Reliable Steiner Tree Problem., Journal of Systems Science & Complexity, 2015, 28(4): 876–886.(SCI)
15.Xiao Liu# , Congying Han , Tiande Guo#, A Robust Point Sets Matching Method, Advances in Swarm and Computational IntelligenceICSI (3) 2015: 383-390 (EI)
16.Changlong Yao# and Tiande Guo#, The coverage holes of the largest component of random geometric graph, Acta Mathematicae Applicatae Sinica English, 2015 , 31 (4) :855-862.(SCI)
2) Chinese Journals&Journal Citations (SSCI/SCI/EI/CSSCI)
1. Tiande Guo, Congying *Han, Mingqiang Li. Theory, model and algorithm of front and back end fusion learning for layer by layer data re expression, Chinese Science: Information Science 49 (6), 739-759 (2019) CSCD
2. Tiande Guo, Congying *Han. From numerical optimization method to learning optimization method, Journal of operations research 23 (4): 1-12 (2019) CSSCI
Projects Statistics:
1) Number of Research Projects in the Past 5 Years: 2
2) Number of Industrial Projects in the Past 5 Years: 1
Textbooks: 1
Honor and Awards: China Operations Research Society Science and Technology Awards Operational Application Award; the first prize of the Operational Research Application of the China Operations Research Society; the second prize of the Ministry of Public Security Science and Technology Award; the third prize of the Beijing Science and Technology Award;the first prize of the China Operations Research Application Award; the IFORS prize for OR in development.
