Applications of Genetic Programming in Data Mining

被引：0
|
作者：
Elkaffas, Saleh Mesbah [1 ]
Toony, Ahmed A. [1 ]
机构：
[1] Univ Alexandria, Dept Informat Technol, Inst Grad Studies & Res, Alexandria, Egypt
来源：
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 17 | 2006年 / 17卷
关键词：
Genetic programming; data mining classification rule;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper details the application of a genetic programming framework for induction of useful classification rules from a database of income statements, balance sheets, and cash flow statements for North American public companies. Potentially interesting classification rules are discovered. Anomalies in the discovery process merit further investigation of the application of genetic programming to the dataset for the problem domain.
引用
收藏
页码：1 / 5
页数：5
相关论文
共 50 条
  • [1] Improved approach of Genetic Programming and applications for data mining
    Zhang, Yongqiang
    Chen, Huashan
    ADVANCES IN NATURAL COMPUTATION, PT 1, 2006, 4221 : 816 - 819
  • [2] Several critical techniques of genetic programming and their applications for data mining
    Zhang, Yongqiang
    Chen, Huashan
    DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 440 - 444
  • [3] SQL & data mining, & genetic programming
    Connolly, B
    DR DOBBS JOURNAL, 2004, 29 (04): : 34 - 39
  • [4] Genetic programming for attribute construction in data mining
    Otero, FEB
    Silva, MMS
    Freitas, AA
    Nievola, JC
    GENETIC PROGRAMMING, PROCEEDINGS, 2003, 2610 : 384 - 393
  • [5] Data Mining Classification: The Potential of Genetic Programming
    El Kadhi, Nabil H.
    Habib, Fatima A.
    SIXTH INTERNATIONAL MULTI-CONFERENCE ON COMPUTING IN THE GLOBAL INFORMATION TECHNOLOGY (ICCGI 2011), 2011, : 1 - 7
  • [6] A data mining algorithm based on the genetic programming
    Aguilar, J
    Altamiranda, J
    8TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IX, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING: I, 2004, : 234 - 239
  • [7] Data mining of genetic programming run logs
    Ciesielski, Vic
    Li, Xiang
    GENETIC PROGRAMMING, PROCEEDINGS, 2007, 4445 : 281 - +
  • [8] Mining parasite data using genetic programming
    Barrett, J
    Kostadinova, A
    Raga, JA
    TRENDS IN PARASITOLOGY, 2005, 21 (05) : 207 - 209
  • [9] Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications
    Alex A. Freitas
    Genetic Programming and Evolvable Machines, 2001, 2 (2) : 197 - 199
  • [10] NEW GENETIC PROGRAMMING HYPOTHESIS SEARCH STRATEGIES FOR IMPROVING THE INTERPRETABILITY IN MEDICAL DATA MINING APPLICATIONS
    Affenzeller, Michael
    Fischer, Christian
    Kronberger, Gabriel
    Winkler, Stephan M.
    Wagner, Stefan
    23RD EUROPEAN MODELING & SIMULATION SYMPOSIUM, EMSS 2011, 2011, : 448 - 453
12345