- [61] Yao, Y., Hong, Y., Wu, D., Zhang, Y. & Guan, Q. (2018). Estimating the effects of “community opening” policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. Computers, Environment and Urban Systems (SSCI), 70: 163-174. DOI: 10.1016/j.compenvurbsys.2018.03.005
- [62] Yao, Y., Hong, Y., Wu, D., Zhang, Y. & Guan, Q. (2018). Estimating the effects of “community opening” policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. Computers, Environment and Urban Systems (SSCI), 70: 163-174.
- [63] Qi, K., Guan, Q.*, Yang, C., Peng, F., Shen, S. & Wu, H. (2018). Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification. Remote Sensing (MDPI, SCI), 10(6), 934. DOI: 10.3390/rs10060934
- [64] 姚尧, 张亚涛, 关庆锋*, 麦可, 张金宝. (2019). 使用时序出租车轨迹识别多层次城市功能结构. 武汉大学学报信息科学版 (EI).
- [65] 姚尧, 任书良, 王君毅, 关庆锋*. (2019). 耦合卷积神经网络和随机森林的武汉市房价微观尺度制图. 地球信息科学学报, 21(02):36-45.
- [66] He, Z., Deng, M., Cai, J., Xie, Z., Guan, Q. & Yang, C. (2019). Mining spatiotemporal association patterns from complex geographic phenomena. International Journal of Geographical Information Science (SCI&SSCI), DOI: 10.1080/13658816.2019.1566549
- [67] Yue, H., Guan, Q.*, Pan, Y., Chen, L., Lv, J. & Yao, Y. (2019). Detecting clusters over intercity transportation networks using K-shortest paths and hierarchical clustering: a case study of mainland China, International Journal of Geographical Information Science (SCI&SSCI), 33(5): 1082-1105. DOI: 10.1080/13658816.2019.1566551
- [68] Chen, L., Guan, Q.*, Xiong, Y., Liang, J., Wang, Y. & Xu, Y. (2019). A Spatially Constrained Multi-Autoencoder approach for multivariate geochemical anomaly recognition. Computers and Geosciences (SCI), 125: 43-54. DOI: 10.1016/j.cageo.2019.01.016
- [69] Zhou, M. and Guan, Q.* (2019). A 25-Intersection Model for Representing Topological Relations between Simple Spatial Objects in 3-D Space. ISPRS International Journal of Geo-Information (SCI), 8(4): 182. DOI: 10.3390/ijgi8040182
- [70] Yao, Y., Liu, P., Hong, Y., Liang, Z., Wang, R., Guan Q.* & Chen, J. (2019). Fine-scale Intra- and intercity commercial store site recommendations using knowledge transfer. Transactions in GIS (SSCI). DOI: 10.1111/tgis.12553
- [71] Chen, L., Guan, Q.*, Feng, B., Yue, H., Wang, J. & Zhang, F. (2019). A Multi-Convolutional Autoencoder Approach to Multivariate Geochemical Anomaly Recognition. Minerals (SCI), 9(5): 270. DOI: 10.3390/min9050270
- [72] Liu, S., Su, H., Cao, G., Wang, S. & Guan, Q.* (2019). Learning from data: A post classification method for annual land cover analysis in urban areas. ISPRS Journal of Photogrammetry and Remote Sensing (SCI), 154(2019): 202-215. DOI: 10.1016/j.isprsjprs.2019.06.006
- [73] Yao, Y., Liang, Z., Yuan, Z., Liu, P., Bie, Y., Zhang, J., Wang, R., Wang, J. & Guan, Q.* (2019). A human-machine adversarial scoring framework for urban perception assessment using street-view images. International Journal of Geographical Information Science (SCI&SSCI). DOI: 10.1080/13658816.2019.1643024
- [74] Yu, W., Zhang, Y., Ai, T., Guan, Q., Chen, Z. & Li, H. (2019). Road network generalization considering traffic flow patterns. International Journal of Geographical Information Science (SCI&SSCI). DOI: 10.1080/13658816.2019.1650936
- [75] Chen, D., Zhang, Y., Yao, Y., Hong, Y., Guan, Q., & Tu, W. (2019). Exploring the spatial differentiation of urbanization on two sides of the Hu Huanyong Line--based on nighttime light data and cellular automata. Applied Geography (SSCI), 112: 102081. DOI: 10.1016/j.apgeog.2019.102081
- [76] Zhai, Y., Yao, Y., Guan, Q.*, Liang, X., Li, X., Pan, Y., Yue, H., Yuan Z., & Zhou, J. (2020). Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata. International Journal of Geographical Information Science (SCI&SSCI), DOI: 10.1080/13658816.2020.1711915
- [77] Qi, K., Yang, C., Hu, C., Guan, Q., Tian, W., Shen, S., & Peng, F. (2020). Polycentric Circle Pooling in Deep Convolutional Networks for High-Resolution Remote Sensing Image Recognition. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (SCI), DOI: 10.1109/JSTARS.2020.2968564
- [78] 关庆锋, 任书良, 姚尧, 梁迅, 周剑锋, 袁泽皓, 戴良洋. (2020). 耦合手机信令数据和房价数据的城市不同经济水平人群行为活动模式研究. 地球信息科学学报, 22(1): 100-112.
- [79] Yao, Y., Wu, D., Hong, Y., Chen, D., Liang, Z., Guan, Q., Liang, X. & Dai, L. (2020). Analyzing the Effects of Rainfall on Urban Traffic-Congestion Bottlenecks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (SCI), 13, 504-512. DOI: 10.1109/JSTARS.2020.2966591