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
  • [21] Adaptive optimized residual convolutional image annotation model with bionic feature selection model
    Palekar, Vikas
    Kumar, L. Sathish
    COMPUTER STANDARDS & INTERFACES, 2024, 87
  • [22] Industrial Control System Intrusion Detection Based on Feature Selection and Temporal Convolutional Network
    Shi L.
    Hou H.
    Xu X.
    Xu H.
    Chen H.
    Gongcheng Kexue Yu Jishu/Advanced Engineering Sciences, 2022, 54 (06): : 238 - 247
  • [23] A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting
    Al Rafi, Md
    Rodrigues, Gourab Nicholas
    Mir, Md Nazmul Hossain
    Bhuiyan, Md Shahriar Mahmud
    Mridha, M. F.
    Islam, M. D. Rashedul
    Watanobe, Yutaka
    IEEE OPEN JOURNAL OF THE COMPUTER SOCIETY, 2025, 6 : 380 - 391
  • [24] Temporal Convolutional Network Based Short-term Load Forecasting Model
    Gu, Kaiming
    Jia, Li
    PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20), 2020, : 584 - 589
  • [25] A Multilevel Temporal Convolutional Network Model with Wavelet Decomposition and Boruta Selection for
    Tao, Lizhi
    He, Xinguang
    Li, Jiajia
    Yang, Dong
    JOURNAL OF HYDROMETEOROLOGY, 2023, 24 (11) : 1991 - 2005
  • [26] Achieving reliable rainfall forecasting through ensemble deep learning, fuzzy systems, and advanced feature selection
    Akinsehinde, Bamikole Olaleye
    Shang, Changjing
    Shen, Qiang
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2025,
  • [27] Electricity load forecasting using advanced feature selection and optimal deep learning model for the variable refrigerant flow systems
    Kim, Woohyun
    Han, Yerim
    Kim, Kyoung Jae
    Song, Kwan-Woo
    ENERGY REPORTS, 2020, 6 (2604-2618) : 2604 - 2618
  • [28] Heuristic Segmentation Assisted Deep-Spatial Feature Learning Model for Leprosy Detection
    R Jitendra
    Jay B Simha
    Shinu Abhi
    Vineet K Chadha
    SN Computer Science, 5 (6)
  • [29] Regional electricity market price forecasting based on an adaptive spatial-temporal convolutional network
    Xu, Jian
    Hu, Bo
    Zhang, Pengfei
    Zhou, Xiaoming
    Xing, Zuoxia
    Hu, Zhanshuo
    FRONTIERS IN ENERGY RESEARCH, 2023, 11
  • [30] A convolutional neural network deep learning method for model class selection
    Impraimakis, Marios
    EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2024, 53 (02): : 784 - 814