Knowledge-oriented clustering for decision support

被引：0
|
作者：
Bean, CL [1 ]
Kambhampati, C [1 ]
机构：
[1] Univ Hull, Dept Comp Sci, Neural Emergent & Agent Technol Grp, Kingston Upon Hull HU6 7RX, N Humberside, England
来源：
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4 | 2003年
关键词：
Rough Set Theory; knowledge-oriented clustering; ambiguity; decision support;
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：
Cluster Analysis is traditionally an unsupervised data reduction technique. However, by unifying ideas from both Cluster Analysis and Rough Set Theory, the inherent structure of a data set can be expressed as a rule set which, in turn, can be modified in a supervised manner to obtain a decision rule set with minimal ambiguity. This process of encasing knowledge extraction in an algorithmic framework results in an optimal process for decision support.
引用
收藏
页码：3244 / 3249
页数：6
相关论文
共 50 条
  • [21] KNOWLEDGE-ORIENTED ISSUES OF RESEARCH AND DEVELOPMENT IN MULTINATIONAL ENTERPRISES
    Zacharova, Andrea
    Bures, Vladimir
    [J]. HRADEC ECONOMIC DAYS, VOL 5(5), 2015, 5 : 328 - 333
  • [22] Knowledge strategy, sharing behavior and performance: Reviewing a knowledge-oriented approach
    Singh, Pooja K.
    [J]. MANAGEMENT RESEARCH REVIEW, 2018, 41 (03): : 395 - 411
  • [23] Decision support oriented ontological modeling of product knowledge
    Zhang, Chao
    Zhou, Guanghui
    Lu, Qi
    [J]. PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 39 - 43
  • [24] KNOC: A Knowledge-Oriented Cooperative Software Development Process
    Toffolon, Claudine
    Dakhli, Salem
    [J]. INFORMATION SYSTEMS DEVELOPMENT: CHALLENGES IN PRACTICE, THEORY AND EDUCATION, VOLS 1AND 2, 2009, : 495 - 507
  • [25] Visualization Modeling of Management Processes in Knowledge-Oriented Systems
    Petryshyn, Lubomyr
    Petryshyn, Mykhailo
    [J]. COLINS 2021: COMPUTATIONAL LINGUISTICS AND INTELLIGENT SYSTEMS, VOL I, 2021, 2870
  • [26] KNOWLEDGE-ORIENTED STRATEGIES IN THE METAL INDUSTRY (EMPIRICAL STUDIES)
    Krawczyk-Soltys, A.
    Voznakova, I.
    [J]. METALURGIJA, 2016, 55 (03): : 523 - 526
  • [27] Knowledge-oriented Hierarchical Neural Network for Sentiment Classification
    Wang, Yanliu
    Li, Pengfei
    [J]. 2019 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE APPLICATIONS AND TECHNOLOGIES (AIAAT 2019), 2019, 646
  • [28] The emergence of knowledge-oriented forms of regional policy in Europe
    Lagendijk, A
    [J]. TIJDSCHRIFT VOOR ECONOMISCHE EN SOCIALE GEOGRAFIE, 1999, 90 (01) : 110 - 116
  • [29] Knowledge-oriented semantics modelling towards uncertainty reasoning
    Mohammed, Abdul-Wahid
    Xu, Yang
    Liu, Ming
    [J]. SPRINGERPLUS, 2016, 5
  • [30] Innovation management and intellectual property in knowledge-oriented economies
    Kim, Jai-Beom
    Choi, Chong Ju
    Chen, Stephen
    [J]. INTERNATIONAL JOURNAL OF TECHNOLOGY MANAGEMENT, 2006, 36 (04) : 295 - 304
12345