Optimization and Data Mining for Decision Making

被引:0
作者
Abu Haris, Norhaidah [1 ]
Abdullah, Munaisyah [1 ]
Othman, Abu Talib [2 ]
Rahman, Fauziah Abdul [3 ]
机构
[1] Univ Kuala Lumpur, MIIT, Fac Software Engn, Kuala Lumpur, Malaysia
[2] Univ Kuala Lumpur, MIIT, Fac Syst Networking, Kuala Lumpur, Malaysia
[3] Univ Kuala Lumpur, Malaysia Inst Ind Technol MITEC, Fac Gen Studies, Kuala Lumpur, Malaysia
来源
2014 WORLD CONGRESS ON COMPUTER APPLICATIONS AND INFORMATION SYSTEMS (WCCAIS) | 2014年
关键词
data mining; optimization; decision making;
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
Data mining tools can be very useful to predict future trends and performance, allowing decision makers to make forecasting on the data gathered. However the integration of data mining and optimization is looked as a new combination technique to enhance the quality of the decision making process. This study described the integration between optimization and data mining for decision making.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Data mining and decision making
    Kusiak, A
    DATA MINING AND KNOWLEDGE DISCOVERY: THEORY, TOOLS AND TECHNOLOGY IV, 2002, 4730 : 155 - 165
  • [2] DATA MINING DRIVEN DECISION MAKING
    Sokolova, Marina V.
    Fernandez-Caballero, Antonio
    ICAART 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, 2009, : 220 - +
  • [3] Evolutionary Multi-Objective Optimization of Extrusion Barrier Screws: Data Mining and Decision Making
    Gaspar-Cunha, Antonio
    Costa, Paulo
    Delbem, Alexandre
    Monaco, Francisco
    Ferreira, Maria Jose
    Covas, Jose
    POLYMERS, 2023, 15 (09)
  • [4] A review of the application of data mining techniques for decision making in agriculture
    Gandhi, Niketa
    Armstrong, Leisa J.
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 1 - 6
  • [5] Integration of Decision Support Systems and Data Mining for Improved Decision Making
    al-Ketbi, Omar
    Conrad, Marc
    ICEIS: PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1, 2013, : 482 - 489
  • [6] Synergies of data mining and multiple attribute decision making
    Aghdaie, Mohammad Hasan
    Zolfani, Sarfaraz Hashemkhani
    Zavadskas, Edmundas Kazimieras
    2ND INTERNATIONAL SCIENTIFIC CONFERENCE - CONTEMPORARY ISSUES IN BUSINESS, MANAGEMENT AND EDUCATION 2013, 2014, 110 : 767 - 776
  • [7] Autonomous decision-making: A data mining approach
    Kusiak, A
    Kern, JA
    Kernstine, KH
    Tseng, BTL
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2000, 4 (04): : 274 - 284
  • [8] Real time intelligent decision making with data mining
    Gupta, DP
    Gopalakrishnan, B
    INTELLIGENT MANUFACTURING, 2004, 5263 : 170 - 178
  • [9] Data Mining Based Decision Making: A Conceptual Model for Public Healthcare System
    Sharma, Anand
    Mansotra, Vibhakar
    PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 1226 - 1230
  • [10] Mining solution spaces for decision making in water distribution systems
    Izquierdo, J.
    Montalvo, I.
    Perez-Garcia, R.
    Campbell, E.
    12TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONTROL FOR THE WATER INDUSTRY, CCWI2013, 2014, 70 : 864 - 871