Data structure for a fuzzy machine learning algorithm

被引：0
|
作者：
Hong, TP
Lee, CY
机构：
来源：
PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III | 1997年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In [I], we proposed a general learning method for automatically deriving fuzzy-if-then rules and membership functions from a set of given training examples by merging the decision tables and membership functions. In this paper, we present an appropriate data structure upon which to base that learning method. A decision away and membership function arrays are used. Depending on the data structure used, procedures for implementing each step in the original learning algorithm efficiently are available.
引用
收藏
页码：1315 / 1319
页数：5
相关论文
共 50 条
  • [41] Learning Fuzzy Cognitive Maps using Structure Optimization Genetic Algorithm
    Poczeta, Katarzyna
    Yastrebov, Alexander
    Papageorgiou, Elpiniki I.
    PROCEEDINGS OF THE 2015 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2015, 5 : 547 - 554
  • [42] Analyzing the performance of a multiobjective GA-P algorithm for learning fuzzy queries in a machine learning environment
    Cordón, O
    Herrera-Viedma, E
    Luque, M
    de Moya, F
    Zarco, C
    FUZZY SETS AND SYSTEMS - IFSA 2003, PROCEEDINGS, 2003, 2715 : 611 - 619
  • [43] Machine Learning Algorithm Using Clinical Data and Demographic Data for Preterm Birth Prediction
    Hoffman, Matthew
    Liu, Wei
    Tunguhan, Jade
    Bitar, Ghamar
    Kumar, Kaveeta
    Ewen, Edward
    AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2022, 226 (01) : S362 - S363
  • [44] Dynamic Extreme Learning Machine: A Learning Algorithm for Neural Network with Elastic Output Structure
    Wang, Taiqing
    Wang, Shengjin
    Zhang, Hongxin
    2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2009, : 271 - 275
  • [45] A study of learning likely data structure properties using machine learning models
    Usman, Muhammad
    Wang, Wenxi
    Wang, Kaiyuan
    Yelen, Cagdas
    Dini, Nima
    Khurshid, Sarfraz
    INTERNATIONAL JOURNAL ON SOFTWARE TOOLS FOR TECHNOLOGY TRANSFER, 2020, 22 (05) : 601 - 615
  • [46] A study of learning likely data structure properties using machine learning models
    Muhammad Usman
    Wenxi Wang
    Kaiyuan Wang
    Cagdas Yelen
    Nima Dini
    Sarfraz Khurshid
    International Journal on Software Tools for Technology Transfer, 2020, 22 : 601 - 615
  • [47] Prediction of Lymphocytosis Using Machine Learning Algorithm Based on Checkup Data
    Wang, Liansheng
    Wang, Yuanxu
    Chen, Yiping
    Liu, Changhua
    Fan, Xiaoliang
    2017 4TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI), 2017, : 649 - 654
  • [48] Likelihood contrasts: a machine learning algorithm for binary classification of longitudinal data
    Riku Klén
    Markku Karhunen
    Laura L. Elo
    Scientific Reports, 10
  • [49] Application of machine learning algorithm in operator shop intelligent selection data
    Liu, Chao
    INTERNATIONAL JOURNAL OF EMBEDDED SYSTEMS, 2023, 16 (5-6)
  • [50] A quasi-Monte Carlo data compression algorithm for machine learning
    Dick, Josef
    Feischl, Michael
    JOURNAL OF COMPLEXITY, 2021, 67
12345