Journal of Chongqing Jiaotong University(Natural Science) ›› 2022, Vol. 41 ›› Issue (02): 30-34.DOI: 10.3969/j.issn.1674-0696.2022.02.05
• Transportation+Big Data & Artificial Intelligence • Previous Articles Next Articles
WEN Haoyu1, ZHAO Lingjun1, WANG Fan2, YU Jiangxia1
Received:
2020-06-04
Revised:
2020-09-08
Published:
2022-02-21
温浩宇1,赵灵君1,王帆2,于江霞1
作者简介:
温浩宇(1972—),男,山西大同人,教授,主要从事智慧城市与智能交通方面的研究。E-mail:hywen@xidian.edu.cn
通信作者:赵灵君(1994—),男,山西阳泉人,硕士研究生,主要从事智能交通与管理方面的研究。E-mail:pdxzlj@163.com
基金资助:
CLC Number:
WEN Haoyu1, ZHAO Lingjun1, WANG Fan2, YU Jiangxia1. Prediction Model of Effective Parking Space Based on Deep Learning[J]. Journal of Chongqing Jiaotong University(Natural Science), 2022, 41(02): 30-34.
温浩宇1,赵灵君1,王帆2,于江霞1. 基于深度学习的有效停车泊位预测模型[J]. 重庆交通大学学报(自然科学版), 2022, 41(02): 30-34.
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URL: http://xbzk.cqjtu.edu.cn/EN/10.3969/j.issn.1674-0696.2022.02.05
[1] 段满珍,陈光,张林,等.动态随机有效停车泊位预测方法[J].重庆交通大学学报(自然科学版),2018,37(6):81-86.
DUAN Manzhen, CHEN Guang, ZHANG Lin, et al. Prediction method of dynamic stochastic effective parking space[J]. Journal of Chongqing Jiaotong University(Natural Science), 2018, 37(6): 81-86. [2] 唐克双,郝兆康,衣谢博闻,等.停车场泊位占有率预测方法评价[J].同济大学学报(自然科学版),2017,45(4):533-543. ANG Keshuang,HAO Zhaokang,YIXIE Bowen, et al. Evaluation of prediction methods for parking occupancy rate[J]. Journal of Tongji University(Natural Science), 2017, 45(4): 533-543. [3] 季彦婕,陈晓实,王炜,等.基于小波变换和粒子群小波神经网络组合模型的有效停车泊位短时预测[J].吉林大学学报(工学版),2016,46(2):399-405. JI Yanjie, CHEN Xiaoshi, WANG Wei, et al. Short-term forecasting of parking swarm optimization-wavelet neural network model[J]. Journal of Jilin University (Engineering and Technology Edition), 2016, 46(2): 399-405. [4] JI Yanjie, TANG Dounan, BLYTHE P, et al. Short-term forecasting of available parking space using wavelet neural network model[J]. IET Intelligent Transport Systems, 2015, 9(2): 202-209. [5] 韩印,郑喆,赵靖,等.基于灰色—小波神经网络的有效泊位预测[J].交通运输系统工程与信息,2017,17(5):60-67. HAN Yin, ZHENG Zhe, ZHAO Jing, et al. Forecasting of effective parking space based ongrey-distributed wavelet neural network model[J]. Journal of Transportation Systems Engineering and Information Technology, 2017, 17(5): 60-67. [6] SHI Xiaofeng. Tourism culture and demand forecasting based on BP neural network mining algorithms[J]. Personal and Ubiquitous Computing, 2020, 24(1): 299- 308. [7] CHEN Xiwen, LI Xiaoqian, LI Ruiqing. Ultrasonic power load forecast-ing based on bp neural network[J]. Journal of The Institution of Engineers, 2020, 101 (23): 383-390. [8] 吴晓峰,杨颖梅,陈垚彤.基于BP神经网络误差校正的ARIMA组合预测模型[J].统计与决策,2019,(15):65-68. WU Xiaofeng, YANG Yingmei, CHEN Yaotong. ARIMA combined prediction model based on BP neural network error correction[J]. Statistics & Decision, 2019, (15): 65- 68. [9] 龙小强,李捷,陈彦如.基于深度学习的城市轨道交通短时客流量预测[J].控制与决策,2019,34(8):1589-1600. LONG Xiaoqiang, LI Jie, CHEN Yanru. Metro short-term traffic flow prediction with deep learning[J]. Control and Decision, 2019, 34(8): 1589-1600. [10] 温惠英,张东冉,陆思园.GA-LSTM模型在高速公路交通流预测中的应用[J].哈尔滨工业大学学报,2019,51(9):81-87. WEN Huiying, ZHANG Dongran, LU Siyuan. Application of GA-LSTM model in highway traffic flow prediction[J]. Journal of Harbin Institute of Technology, 2019, 51(9): 81-87. [11] 陆百川,舒芹,马广露.基于多源交通数据融合的短时交通流预测[J].重庆交通大学学报(自然科学版),2019,38(5):13-19,56. LU Baichuan, SHU Qin, MA Guanglu. Short-term traffic flow forecasting based on multi-source traffic data fusion[J]. Journal of Chongqing Jiaotong University (Natural Science), 2019, 38(5): 13-19, 56. [12] 邵长桥,邵晓菲,吕鲲,等.大型公共停车场合理规模计算方法研究[J].重庆交通大学学报(自然科学版),2020,39(4):17-22. SHAO Changqiao, SHAO Xiaofei, LYU Kun et al. Calculation method of rational scale of large-scale public parking lots [J]. Journal of Chongqing Jiaotong University (Natural Science), 2020, 39(4): 17-22. |
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