A comparison of methods for Customer Classification

被引：0
|
作者：
Lopes, MCS [1 ]
Costa, MCA [1 ]
Ebecken, NFF [1 ]
机构：
[1] Univ Fed Rio de Janeiro, COPPE, BR-21945970 Rio De Janeiro, Brazil
来源：
DATA MINING | 1998年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This work presents a comparison of current methods used for classification problems. The solution of two typical applications related to Customer Classification for Business Applications are considered: the first proposed in the Second International Competition of Data Analysis by Intelligent Techniques [6] and a higher dimensionality case.
引用
收藏
页码：333 / 347
页数：15
相关论文
共 50 条
  • [1] Comparison of classification methods for customer attrition analysis
    Hu, XH
    [J]. ROUGH SETS AND CURRENT TRENDS IN COMPUTING, PROCEEDINGS, 2002, 2475 : 487 - 492
  • [2] Classification methods comparison for customer churn prediction in the telecommunication industry
    Makruf, Moh
    Bramantoro, Arif
    Alyamani, Hasan J.
    Alesawi, Sami
    Alturki, Ryan
    [J]. INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2021, 8 (12): : 1 - 8
  • [3] Classification and Comparison of Agile Methods
    Fernandes, Joao M.
    Almeida, Mauro
    [J]. QUATIC 2010: SEVENTH INTERNATIONAL CONFERENCE ON THE QUALITY OF INFORMATION AND COMMUNICATIONS TECHNOLOGY, 2010, : 391 - 396
  • [4] A Comparison of Data Classification Methods
    Stefan, Raluca-Mariana
    [J]. INTERNATIONAL CONFERENCE EMERGING MARKETS QUERIES IN FINANCE AND BUSINESS, 2012, 3 : 420 - 425
  • [5] Comparison of local classification methods
    Schiffner, Julia
    Weihs, Claus
    [J]. DATA ANALYSIS, MACHINE LEARNING AND APPLICATIONS, 2008, : 69 - +
  • [6] Comparison Of Linear Dimensionality Reduction Methods On Classification Methods
    Yildiz, Eray
    Sevim, Yusuf
    [J]. 2016 NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND BIOMEDICAL ENGINEERING (ELECO), 2016, : 161 - 164
  • [7] A Comparison of Head Movement Classification Methods
    Callahan-Flintoft, Chloe
    Jensen, Emily
    Naeem, Jasim
    Nonte, Michael W.
    Madison, Anna M.
    Ries, Anthony J.
    [J]. SENSORS, 2024, 24 (04)
  • [8] An experimental comparison of gender classification methods
    Makinen, Erno
    Raisamo, Roope
    [J]. PATTERN RECOGNITION LETTERS, 2008, 29 (10) : 1544 - 1556
  • [9] COMPARISON AND CLASSIFICATION OF ECO IMPROVEMENT METHODS
    Russo, Davide
    Serafini, Marco
    Rizzi, Caterina
    Duci, Stefano
    [J]. DS 80-1 PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN (ICED 15) VOL 1: DESIGN FOR LIFE, 2015,
  • [10] COMPARISON OF SOME WATER CLASSIFICATION METHODS
    OSTROFF, AG
    [J]. JOURNAL OF PETROLEUM TECHNOLOGY, 1966, 18 (09): : 1108 - &
12345