Information Theory: Information Theory for Fields (Ann. Phys. 3/2019)

Clustering of a Number of Genes Affecting in Milk Production using Information Theory and Mutual Information

Information theory is a branch of mathematics. Information theory is used in genetic and bioinformatics analyses and can be used for many analyses related to the biological structures and sequences. Bio-computational grouping of genes facilitates genetic analysis, sequencing and structural-based analyses. In this study, after retrieving gene and exon DNA sequences affecting milk yield in dairy ...

Detects and collinearity in regression model‎ using information theory

‎In this paper‎, ‎collinearity in regression models is introduced and then the procedures on how to‎ " ‎remove it‎" ‎are studied‎. ‎Moreover preliminary definitions have been given‎. ‎And the end of this paper‎, ‎collinearity in regression model will be recognition and a solution will be introduced for remove it‎.   

The socio - cognitive theory in information retrieval (IR)

Abstract Background and Aim: The socio-cognitive theory introduced in information science by Horland and Alberchtsen. The socio-cognitive view turns the traditional cognitive program upside down. The socio-cognitive theory emphasizes on different cultural and social structures of users. Hence, the aim of the article is to explain the role of socio - cognitive theory in information retrieval (I...

Information theory

Information theory is concerned with two main tasks. The first task is called data compression (source coding). This is concerned with removing redundancy from data so it can be represented more compactly (either exactly, in a lossless way, or approximately, in a lossy way). The second task is error correction (channel coding), which means encoding data in such a way that it is robust to errors...

Information theory