Evaluation of hybrid forecasting methods for organic Rankine cycle: Unsupervised learning-based outlier removal and partial mutual information-based feature selection

被引：0
|
作者：
Ping, Xu [1 ]
Yang, Fubin [1 ]
Zhang, Hongguang [1 ]
Xing, Chengda [1 ]
Zhang, Wujie [1 ]
Wang, Yan [1 ]
机构：
[1] Key Laboratory of Enhanced Heat Transfer and Energy Conservation of MOE, Beijing Key Laboratory of Heat Transfer and Energy Conversion, Faculty of Environment and Life, Beijing University of Technology, Beijing,100124, China
来源：
Applied Energy | 2022年 / 311卷
关键词：
66;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 17 条
  • [1] Evaluation of hybrid forecasting methods for organic Rankine cycle: Unsupervised learning-based outlier removal and partial mutual information-based feature selection
    Ping, Xu
    Yang, Fubin
    Zhang, Hongguang
    Xing, Chengda
    Zhang, Wujie
    Wang, Yan
    APPLIED ENERGY, 2022, 311
  • [2] An outlier removal and feature dimensionality reduction framework with unsupervised learning and information theory intervention for organic Rankine cycle (ORC)
    Ping, Xu
    Yang, Fubin
    Zhang, Hongguang
    Xing, Chengda
    Yao, Baofeng
    Wang, Yan
    ENERGY, 2022, 254
  • [3] Mutual Information-Based Feature Selection and Ensemble Learning for Classification
    Qi, Chengming
    Zhou, Zhangbing
    Wang, Qun
    Hu, Lishuan
    2016 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI), 2016, : 116 - 121
  • [4] Dynamic mutual information-based feature selection for multi-label learning
    Kim, Kyung-Jun
    Jun, Chi-Hyuck
    INTELLIGENT DATA ANALYSIS, 2023, 27 (04) : 891 - 909
  • [5] Theoretical evaluation of feature selection methods based on mutual information
    Pascoal, Claudia
    Oliveira, M. Rosario
    Pacheco, Antonio
    Valadas, Rui
    NEUROCOMPUTING, 2017, 226 : 168 - 181
  • [6] Mutual information-based label distribution feature selection for multi-label learning
    Qian, Wenbin
    Huang, Jintao
    Wang, Yinglong
    Shu, Wenhao
    KNOWLEDGE-BASED SYSTEMS, 2020, 195
  • [7] A Mutual Information-Based Hybrid Feature Selection Method for Software Cost Estimation Using Feature Clustering
    Shi, Shihai
    Liu, Qin
    INTERNATIONAL JOINT CONFERENCE ON APPLIED MATHEMATICS, STATISTICS AND PUBLIC ADMINISTRATION (AMSPA 2014), 2014, : 481 - 490
  • [8] Mutual information-based filter hybrid feature selection method for medical datasets using feature clustering
    Sadegh Asghari
    Hossein Nematzadeh
    Ebrahim Akbari
    Homayun Motameni
    Multimedia Tools and Applications, 2023, 82 : 42617 - 42639
  • [9] Mutual information-based filter hybrid feature selection method for medical datasets using feature clustering
    Asghari, Sadegh
    Nematzadeh, Hossein
    Akbari, Ebrahim
    Motameni, Homayun
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (27) : 42617 - 42639
  • [10] A Mutual Information-Based Hybrid Feature Selection Method for Software Cost Estimation Using Feature Clustering
    Liu, Qin
    Shi, Shihai
    Zhu, Hongming
    Xiao, Jiakai
    2014 IEEE 38TH ANNUAL INTERNATIONAL COMPUTERS, SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), 2014, : 27 - 32
12