Deep multi-task learning based urban air quality index modelling

被引：29
|
作者：
Chen, Ling [1 ]
Ding, Yifang [2 ]
Lyu, Dandan [2 ]
Liu, Xiaoze [2 ]
Long, Hanyu [2 ]
机构：
[1] College of Computer Science and Technology, Alibaba-Zhejiang University Joint Institute of Frontier Technologies, Zhejiang University, 38 Zheda Road, Hangzhou,310027, China
[2] College of Computer Science and Technology, Zhejiang University, 38 Zheda Road, Hangzhou,310027, China
来源：
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | 2019年 / 3卷 / 01期
关键词：
26;
D O I：
10.1145/3314389
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep Multi-task Learning for Air Quality Prediction
    Wang, Bin
    Yan, Zheng
    Lu, Jie
    Zhang, Guangquan
    Li, Tianrui
    NEURAL INFORMATION PROCESSING (ICONIP 2018), PT V, 2018, 11305 : 93 - 103
  • [2] Air Quality Prediction and Multi-Task Offloading based on Deep Learning Methods in Edge Computing
    Sun, Changyuan
    Li, Jingjing
    Sulaiman, Riza
    Alotaibi, Badr S.
    Elattar, Samia
    Abuhussain, Mohammed
    JOURNAL OF GRID COMPUTING, 2023, 21 (02)
  • [3] Air Quality Prediction and Multi-Task Offloading based on Deep Learning Methods in Edge Computing
    Changyuan Sun
    Jingjing Li
    Riza Sulaiman
    Badr S. Alotaibi
    Samia Elattar
    Mohammed Abuhussain
    Journal of Grid Computing, 2023, 21
  • [4] Multi-Task Water Quality Colorimetric Detection Method Based on Deep Learning
    Zhang, Shenlan
    Wu, Shaojie
    Chen, Liqiang
    Guo, Pengxin
    Jiang, Xincheng
    Pan, Hongcheng
    Li, Yuhong
    SENSORS, 2024, 24 (22)
  • [5] Multi-Task Deep Relative Attribute Learning for Visual Urban Perception
    Min, Weiqing
    Mei, Shuhuan
    Liu, Linhu
    Wang, Yi
    Jiang, Shuqiang
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 : 657 - 669
  • [6] Pareto Multi-task Deep Learning
    Riccio, Salvatore D.
    Dyankov, Deyan
    Jansen, Giorgio
    Di Fatta, Giuseppe
    Nicosia, Giuseppe
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2020, PT II, 2020, 12397 : 132 - 141
  • [7] Water Quality Prediction Based on Multi-Task Learning
    Wu, Huan
    Cheng, Shuiping
    Xin, Kunlun
    Ma, Nian
    Chen, Jie
    Tao, Liang
    Gao, Min
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (15)
  • [8] Hospitalization Patient Forecasting Based on Multi-Task Deep Learning
    Zhou, Min
    Huang, Xiaoxiao
    Liu, Haipeng
    Zheng, Dingchang
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2023, 33 (01) : 151 - 162
  • [9] DEEP MULTI-TASK LEARNING FOR GAIT-BASED BIOMETRICS
    Marin-Jimenez, M. J.
    Castro, F. M.
    Guil, N.
    de la Torre, F.
    Medina-Carnicer, R.
    2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, : 106 - 110
  • [10] A multi-task based deep learning approach for intrusion detection
    Liu, Qigang
    Wang, Deming
    Jia, Yuhang
    Luo, Suyuan
    Wang, Chongren
    KNOWLEDGE-BASED SYSTEMS, 2022, 238
12345