• Title/Summary/Keyword: weighted domain combination

Search Result 3, Processing Time 0.027 seconds

Protein-Protein Interaction Prediction using Interaction Significance Matrix (상호작용 중요도 행렬을 이용한 단백질-단백질 상호작용 예측)

  • Jang, Woo-Hyuk;Jung, Suk-Hoon;Jung, Hwie-Sung;Hyun, Bo-Ra;Han, Dong-Soo
    • Journal of KIISE:Software and Applications
    • /
    • v.36 no.10
    • /
    • pp.851-860
    • /
    • 2009
  • Recently, among the computational methods of protein-protein interaction prediction, vast amounts of domain based methods originated from domain-domain relation consideration have been developed. However, it is true that multi domains collaboration is avowedly ignored because of computational complexity. In this paper, we implemented a protein interaction prediction system based the Interaction Significance matrix, which quantified an influence of domain combination pair on a protein interaction. Unlike conventional domain combination methods, IS matrix contains weighted domain combinations and domain combination pair power, which mean possibilities of domain collaboration and being the main body on a protein interaction. About 63% of sensitivity and 94% of specificity were measured when we use interaction data from DIP, IntAct and Pfam-A as a domain database. In addition, prediction accuracy gradually increased by growth of learning set size, The prediction software and learning data are currently available on the web site.

ANALYTIC FUNCTIONS RELATED WITH q-CONIC DOMAIN AND ASSOCIATED WITH A CONVOLUTION OPERATOR

  • BASEM AREF FRASIN;ALA AMOURAH;SYED GHOOS ALI SHAH;SAQIB HUSSAIN;SHAHBAZ KHAN;FETHIYE MUGE SAKAR
    • Journal of applied mathematics & informatics
    • /
    • v.41 no.6
    • /
    • pp.1209-1225
    • /
    • 2023
  • In this paper, we defined some new classes of analytic functions in conic domains. We investigate some important properties such as necessary and sufficient conditions, coefficient estimates, convolution results, linear combination, weighted mean, arithmetic mean, radii of starlikeness and distortion for functions in these classes. It is important to mentioned that our results are generalization of number of existing results in the literature.

A Design of 2 DOF PID Controller Using Performance Index (평가지표를 이용한 2자유도 PID제어기 설계)

  • 유항열;이정국;이금원;이준모
    • Journal of the Institute of Convergence Signal Processing
    • /
    • v.5 no.1
    • /
    • pp.66-72
    • /
    • 2004
  • PID control has been well used for several decades. For PID algorithms, some tuning methods are used for selecting PID parameters and with these selected parameters, PID control system is designed. But in some cases various kinds of performance indices are used instead of well-known tuning rules, and so variable type of performance index must be tested so that the designed control system meets the some specifications. For 2 DOF PID controller design this paper presents a linear combinational type of performance indices constituting of index for robust performance, which is obtained by h infinity norm of a weighted complementary sensitivity function, including other time domain indices such as error, energy and changing rate of control input. By numerical methods, the optimal 2 DOF PID parameters are obtained. Therefore various types of 2 degree of freedom PID controllers such as I-PD controller are used so that this two degree of freedom PID controllers may give more desirable output characteristics. Simulations are done with MATLAB m file and mdl files.

  • PDF