Predicting concrete properties using Neural Networks (NN) with Principal Component Analysis (PCA) technique

被引：0
|
作者：
机构：
[1] Boukhatem, B.
[2] Kenai, S.
[3] Hamou, A.T.
[4] Ziou, Dj.
[5] Ghrici, M.
来源：
Kenai, S. (sdkenai@yahoo.com) | 1600年 / Techno-Press卷 / 10期
关键词：
32;
D O I：
10.12989/cac.2012.10.6.557
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Predicting concrete properties using neural networks (NN) with principal component analysis (PCA) technique
    Boukhatem, B.
    Kenai, S.
    Hamou, A. T.
    Ziou, Dj.
    Ghrici, M.
    COMPUTERS AND CONCRETE, 2012, 10 (06): : 557 - 573
  • [2] Performance of neural networks for predicting yarn properties using principal component analysis
    Chattopadhyay, R
    Guha, A
    Jayadeva
    JOURNAL OF APPLIED POLYMER SCIENCE, 2004, 91 (03) : 1746 - 1751
  • [3] Improving principal component analysis (PCA) in automotive body assembly using artificial neural networks
    Jang, KY
    Yang, K
    JOURNAL OF MANUFACTURING SYSTEMS, 2001, 20 (03) : 188 - 197
  • [4] Improvement principal component analysis model (PCA) in the process of face tracking using neural networks
    Alipour, Pantea
    Ahmadifar, HamidReza
    INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2015, 2 (11): : 106 - 113
  • [5] PREDICTING MOTOR OIL CONDITION USING ARTIFICIAL NEURAL NETWORKS AND PRINCIPAL COMPONENT ANALYSIS
    Rodrigues, Joao
    Costa, Ines
    Farinha, J. Torres
    Mendes, Mateus
    Margalho, Luis
    EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2020, 22 (03): : 440 - 448
  • [6] Increasing Accuracy in Predicting Student Test Scores with Neural Networks using Domain Reduction Technique of Principal Component Analysis
    Brown, Michael Scott
    Rajashekar, Bhavana
    Pahnehkolaee, Nastaran Davudi
    2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, 2022, : 1537 - 1542
  • [7] PRINCIPAL COMPONENT ANALYSIS (PCA) FOR ESTIMATING CHLOROPHYLL CONCENTRATION USING FORWARD AND GENERALIZED REGRESSION NEURAL NETWORKS
    Zounemat-Kermani, Mohammad
    APPLIED ARTIFICIAL INTELLIGENCE, 2014, 28 (01) : 16 - 29
  • [8] Principal component analysis using constructive neural networks
    Makki, B.
    Seyedsalehi, S. A.
    Hosseini, M. Noori
    Sadati, N.
    2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 558 - +
  • [9] Predicting pellet quality using multiple linear regression with Principal Component Analysis (PCA)
    You, Jihao
    Tulpan, Dan
    Ellis, Jennifer L.
    JOURNAL OF ANIMAL SCIENCE, 2024, 102
  • [10] Predicting pellet quality using multiple linear regression with Principal Component Analysis (PCA)
    You, Jihao
    Tulpan, Dan
    Ellis, Jennifer L.
    JOURNAL OF ANIMAL SCIENCE, 2024, 102 : 154 - 155
12345