Intelligent rainfall forecasting model: heuristic assisted adaptive deep temporal convolutional network with optimal feature selection

被引:0
|
作者
Pachpor, Nishant Nilkanth [1 ,2 ]
Kumar, B. Suresh [1 ]
Prasad, Prakash S. [3 ]
Shaikh, Salim G. [4 ]
机构
[1] Amity University, Rajasthan, Jaipur, India
[2] International Institute of Management Science, Pune, Maharashtra, Chinchwad, India
[3] IT Department, Priyadarshini College of Engineering, Maharashtra, Nagpur, India
[4] Department of CE, AIKTC, Maharashtra, Panvel, India
关键词
All Open Access; Gold;
D O I
10.1504/IJIIDS.2024.141745
中图分类号
学科分类号
摘要
Rain
引用
收藏
页码:345 / 384
相关论文
共 50 条
  • [31] Performance Enhancement Model for Rainfall Forecasting Utilizing Integrated Wavelet-Convolutional Neural Network
    Chong, Kai Lun
    Lai, Sai Hin
    Yao, Yu
    Ahmed, Ali Najah
    Jaafar, Wan Zurina Wan
    El-Shafie, Ahmed
    WATER RESOURCES MANAGEMENT, 2020, 34 (08) : 2371 - 2387
  • [32] Performance Enhancement Model for Rainfall Forecasting Utilizing Integrated Wavelet-Convolutional Neural Network
    Kai Lun Chong
    Sai Hin Lai
    Yu Yao
    Ali Najah Ahmed
    Wan Zurina Wan Jaafar
    Ahmed El-Shafie
    Water Resources Management, 2020, 34 : 2371 - 2387
  • [33] Multivariate Temporal Convolutional Network: A Deep Neural Networks Approach for Multivariate Time Series Forecasting
    Wan, Renzhuo
    Mei, Shuping
    Wang, Jun
    Liu, Min
    Yang, Fan
    ELECTRONICS, 2019, 8 (08)
  • [34] Intelligent Feature Selection with Deep Learning Based Financial Risk Assessment Model
    Vaiyapuri, Thavavel
    Priyadarshini, K.
    Hemlathadhevi, A.
    Dhamodaran, M.
    Dutta, Ashit Kumar
    Pustokhina, Irina, V
    Pustokhin, Denis A.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 72 (02): : 2429 - 2444
  • [35] Skin cancer detection: Improved deep belief network with optimal feature selection
    Sainudeen, Jinu P.
    Sharmila, Ceronmani, V
    Parvathi, R.
    MULTIAGENT AND GRID SYSTEMS, 2023, 19 (02) : 187 - 210
  • [36] A New Time Series Forecasting Model Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Temporal Convolutional Network
    Guo, Chen
    Kang, Xumin
    Xiong, Jianping
    Wu, Jianhua
    NEURAL PROCESSING LETTERS, 2023, 55 (04) : 4397 - 4417
  • [37] A New Time Series Forecasting Model Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Temporal Convolutional Network
    Chen Guo
    Xumin Kang
    Jianping Xiong
    Jianhua Wu
    Neural Processing Letters, 2023, 55 : 4397 - 4417
  • [38] An efficient flood forecasting model using an optimal deep belief network
    Bhaggiaraj, S.
    Jagadeesh, M.
    Krishnamoorthy, M.
    Kumar, R. D.
    GLOBAL NEST JOURNAL, 2024, 26 (04):
  • [39] Intrusion Detection Based on Feature Selection and Temporal Convolutional Network in Mobile Edge Computing Environment
    Jiao, Xubin
    Li, Jinguo
    Wen, Mi
    International Journal of Network Security, 2022, 24 (02) : 286 - 295
  • [40] An effective disease prediction system using incremental feature selection and temporal convolutional neural network
    Sandhiya, S.
    Palani, U.
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (11) : 5547 - 5560