科研项目: |
国家自然科学基金面上项目, 62272192, 基于深度学习的蛋白质磷酸化研究, 2023/01 - 2026/12, 53万元, 主持。
国家自然科学基金面上项目, 61373050, 大豆的全基因组规模代谢网络重构, 2014/01-2017/12, 76万元, 主持。
国家自然科学基金青年基金, 60703025, 基于结构Motif方法的蛋白质与DNA相互作用研究, 2008/01-2010/12, 20万元, 主持。
吉林省科技厅重点研发项目, 20210201080GX, 基于深度学习的多模态油页岩原位裂解状态识别, 2021/01-2023/12, 45万元, 主持。
吉林省发改委项目, 2021C044-1, 基于深度学习的多模态空天一体化黑臭水体监测技术, 2021/01-2023/12, 15万元, 主持。
吉林省科技厅自然科学基金项目, 201215022, 基因组条形码的若干理论研究及其在大豆数据分析中的应用, 2012/01-2014/12, 5万元, 主持。
吉林省科技发展计划青年科研基金项目, 20090512, 全基因组条形码研究及其在水稻基因组中的应用, 2009/9-2011/12, 6万元, 主持。
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学术论文: |
Kong C, Ren LL, Shi XH, Chang ZY. Soil pesticides pollution detection and specific recognition using electronic nose. Sensors and Actuators B-Chemical, 2024, 408. (中科院1区)
Shi XH, Chang Y, Fu ZQ, Zhang Y, Ma DY*, Yang Y. MuSelect Chain: trusted decentralized mutual selection through blockchain. Complex Intell. Syst. 2024 (10), 2: 2515-2529. (中科院2区)
Ma DY, Yang Y, Chang Y, Liu YN, Zhang Y, Lu HM, Shi XH*. Ecoupon-Chain: Efficient decentralized e-coupon blockchain, Journal of King Saud University - Computer and Information Sciences, 2023, 101857. (中科院2区)
Tao ZH, Ren ZM, Yang XL, Liang YC, Shi XH*. 2D ViT and 1D CRNN-based Heart Sound Signals Detection Model. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. (CCF B类会议)
Zhang TH, Gu JW, Wang ZY, Wu CG, Liang YC, Shi XH*. Protein Subcellular Localization Prediction Model Based on Graph Convolutional Network. Interdisciplinary Sciences: Computational Life Sciences, 2022, 14(4): 937–946.
Gu JW, Zhang TH, Wu CG, Liang YC, Shi XH*. Refined Contact Map Prediction of Peptides Based on GCN and ResNet. Frontiers in Genetics, 2022, 13: 859626.
Tong XH, Liu SQ, Gu JW, Wu CG, Liang YC, Shi XH*. Amino acid environment affinity model based on graph attention network. Journal of Bioinformatics and Computational Biology, 2022, 20(1): 2150032.
Ren ZM, Qiao YH, Yuan YP, Zhou Y, Liang YC, Shi XH*. Time and Time-Frequency Features Integrated CNN Model for Heart Sound Signals Detection. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022: 1138-1143. (CCF B类会议)
Shi XH, Guo HY, Wu CG, Liang YC, Chang ZY. A block-encoding method for evolving neural network architecture. International Journal of Bio-Inspired Computation, 2021, 18 (1), pp.27-37.
Gao R, Zhu YY, Li MY, Li SF and Shi XH*. Encoder–Decoder Couplet Generation Model Based on ‘Trapezoidal Context’ Character Vector. The Computer Journal, 2021, 64(3): 286-295. (CCF B)
Gao R, Li SF, Shi XH*, Liang YC, Xu D*. Overlapping Community Detection Based on Membership Degree Propagation. Entropy, 2021, 23(1): 15.
Kong H, Shi XH, Wang LM*, Liu Y, Mammadov M, Wang GJ. Averaged tree-augmented one-dependence estimators. Applied Intelligence, 2021, 51 (7): 4270-4286. (学生1作,中科院2区)
吕坤儒,吴春国,梁艳春,袁宇平,任智敏,周柚,时小虎*. 融合语言模型的端到端中文语音识别算法. 电子学报. 2021,49(11): 2177-2185. (CCF A)
Xu GP, Cui QL, Shi XH, Ge HW, Zhan ZH, Lee HP, Liang YC, Tai R, Wu CG, Particle swarm optimization based on dimensional learning strategy, Swarm and Evolutionary Computation, 2019, 45: 33-51. (中科院1区, Cited by 167 times in Web of Science)
Bai XY, Yang PL, Shi XH*. An overlapping community detection algorithm based on density peaks. Neurocomputing, 2017, 226: 7-15. (中科院2区, Cited by 80 times in Web of Science)
Li Y, Shi XH, Liang YC, Xie J, Zhang Y, Ma Q. RNA-TVcurve: a Web server for RNA secondary structure comparison based on a multi-scale similarity of its triple vector curve representation. BMC bioinformatics, 2017, 18(1): 51.
Qian Y, Liang YC, Li M, Feng GX, Shi XH*. A resampling ensemble algorithm for classification of imbalance problems. Neurocomputing, 2014, 143: 57–67. (中科院2区, Cited by 72 times in Web of Science)
Guan RC, Yang C, Marchese M, Liang YC, Shi XH*. Full Text Clustering and Relationship Network Analysis of Biomedical Publications. PLoS ONE, 2014, 9(9): e108847. doi:10.1371/journal.pone.0108847
Ma DY, Liang YC, Zhao XS, Guan RC and Shi XH*, Multi-BP expert system for fault diagnosis of power system. Engineering Applications of Artificial Intelligence, 2013, 26: 937–944. (中科院2区, Cited by 66 times in Web of Science)
Guan RC, Shi XH, Marchese M, Yang C, Liang YC. Text Clustering with Seeds Affinity Propagation, IEEE Transactions on Knowledge and Data Engineering, 2011, 23(4): 627-637. (CCF A, Cited by 90 times in Web of Science)
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. (Cited by 157 times in Web of Science)
Shi XH, Liang YC, Lee HP, Lu C and Wang QX, Particle swarm optimization- based algorithms for TSP and generalized TSP, Information Processing Letters, 2007 (103): 169-176. (Cited by 299 times in Web of Science)
Shi XH, Liang YC, Lee HP, Lu C and Wang LM. An improved GA and a novel PSO-GA-based hybrid algorithm. Information Processing Letters, 2005, 93 (5): 255-261. (Cited by 286 times in Web of Science)
Shi XH, Liang YC, Lee HP, Lin WZ, Xu X, Lim SP. Improved Elman networks and applications for controlling ultrasonic motors. Applied Artificial Intelligence, 2004, 18 (7): 603-629. (Cited by 61 times in Web of Science)
时小虎, 梁艳春, 徐旭. 改进的Elman模型与递归反传控制神经网络. 软件学报, 2003年Vol. 14, No. 6, p. 1110-1119. (CCF A)
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