English  |  正體中文  |  简体中文  |  Items with full text/Total items : 90120/105278 (86%)
Visitors : 9185912      Online Users : 847
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version

    Please use this identifier to cite or link to this item: http://asiair.asia.edu.tw/ir/handle/310904400/8799

    Title: A novel prediction algorithm of thermostable proteins by using hurst exponent and choquet integral regression model
    Authors: Liu, Hsiang-Chuan (1);Tu, Yu-Chieh (2);Jeng, Bai-Cheng (2);Liu, Tung-Sheng (3)
    Contributors: Department of Bioinformatics
    Keywords: Algorithms;Integral equations;Intelligent systems;Proteins;Systems analysis;Choquet integral;Classification algorithm;Cross validation;Fractal properties;Hurst exponents;Multiple regression model;Physicochemical property;Prediction algorithms;Prediction model;Regression model;Ridge regression
    Date: 2008
    Issue Date: 2010-04-08 20:06:13 (UTC+8)
    Publisher: Asia University
    Abstract: In search of good prediction algorithm of thermostable proteins is an important issue. In this paper, a novel prediction algorithm of thermostable proteins by using Hurst exponent and Choquet integral regression model based on ?measure and ?support is proposed. This method not used before is the first one integrating the physicochemical properties, fractal property and Choquet integral regression model. For evaluating the performance of this new algorithm, a real data experiment by using Leaveoneout CrossValidation accuracy is conducted. Experimental result shows that this new classification algorithm is useful and batter than those methods by using Hurst exponent and the traditional prediction models, multiple regression model and ridge regression model. © 2008 IEEE.
    Relation: Proceedings - 8th International Conference on Intelligent Systems Design and Applications, ISDA 2008 :147-152
    Appears in Collections:[生物資訊與醫學工程學系 ] 會議論文

    Files in This Item:

    File Description SizeFormat
    249.doc30KbMicrosoft Word274View/Open

    All items in ASIAIR are protected by copyright, with all rights reserved.

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback