Dynamic data mining using an electro-optical data warehouse

被引:0
|
作者
Berra, PB [1 ]
Mitkas, PA [1 ]
Liuzzi, RA [1 ]
机构
[1] PBB Syst, Canastota, NY 13032 USA
关键词
D O I
10.1109/IT.1998.713387
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Large information systems that manage terabytes of data must provide rich functionality so that interesting new applications can be addressed. Since a wealth of data, information and knowledge are resident within these vast repositories, a variety cg knowledge discovery techniques have developed. These techniques are very computationally intensive and require the movement of large amounts of data. In the search for new approaches, optics may be able to help since photons have the very attractive properties of high speed, non-interference, and parallelism. Optical systems can accommodate a large number of parallel, high-bandwidth channels and optical storage devices have very high storage densities. In this research we postulate an electrooptical computer architecture and examine the feasibility of executing a number of alphanumeric and image knowledge discovery algorithms on large multimedia data/knowledge bases with the purpose of increasing performance and functionality.
引用
收藏
页码:83 / 86
页数:4
相关论文
共 50 条
  • [11] The Establishment and Data Mining of Meteorological Data Warehouse
    Shao, Lei
    Liu, Jun
    Dong, Guoling
    Mu, Yi
    Guo, Peng
    2014 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2014), 2014, : 2049 - 2054
  • [12] The Applications of Data Mining in Tax Data Warehouse
    Tao, Wang
    Ning, Guo
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGY AND ENGINEERING, 2009, : 103 - +
  • [13] An Underwater Target Detection System for Electro-Optical Imagery Data
    Kabatek, Michael
    Azimi-Sadjadi, Mahmood R.
    Tucker, J. Derek
    OCEANS 2009, VOLS 1-3, 2009, : 1945 - 1952
  • [14] Design of A Data Warehouse for Medical Information System Using Data Mining Techniques
    Farooqui, Nafees Akhter
    Mehra, Ritika
    2018 FIFTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (IEEE PDGC), 2018, : 199 - 203
  • [15] Characterization of CNN classifier performance with respect to variation in optical contrast, using synthetic electro-optical data
    Menart, Christopher
    Leong, Colin
    Mendoza-Schrock, Olga
    Zelnio, Edmund
    AUTOMATIC TARGET RECOGNITION XXIX, 2019, 10988
  • [16] The study and application of data mining and data warehouse in CIMS
    Zhou, LJ
    Liu, C
    Liu, DX
    DATA MINING AND KNOWLEDGE DISCOVERY: TOOLS AND TECHNOLOGY V, 2003, 5098 : 272 - 278
  • [17] Study of MIS based on data warehouse & data mining
    Zhao, JH
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, 2000, : 328 - 330
  • [18] An evolutive algorithm for the data mining in population data warehouse
    Yang, Wenchuan
    Wang, Peng
    Gao, Chunyang
    Fan, Yanyang
    Luan, Huahua
    PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, VOLS 1 AND 2, 2006, : 881 - 885
  • [19] Application of Data Warehouse and Data Mining in Landscape Research
    Duan Ran
    Yang Chunyu
    Su Jiafu
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND SYSTEM (ICISS 2018), 2018, : 112 - 113
  • [20] Data Warehouse and Data Mining Based on Marine Environment
    Dong, Xiaowei
    JOURNAL OF COASTAL RESEARCH, 2020, : 394 - 397