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Conclusions: This study aims to classify abstract content based on the use of the highest number of words in an abstract content of the English language journals. This research uses a system of text mining technology that extracts text data to search information from a set of documents. Abstract content of 120 data downloaded at www.computer.org. The abstraction of each word is extracted from the journals and merged with the results of document classification. The experiments are based on the process of data mining the contents of the journals and inferring the results of classification and reduction. Additionally, the document is analyzed at an abstract level with high-level sentences and abstract sentences, which were analyzed in the abstract level and are used to determine the abstract level. Then, the text data is determined by the pattern of the abstract level and the abstract level. The inference of the abstract level is analyzed, which is based on the processing of each word and the ratio of the words used in the abstract level. The results of classification and reduction, the results of the maximum frequency of words used in the abstract level are classified according to the document classification.
Understanding the relationship between structure and function is a major goal of modern biology. Experimental determination of RNA function is important, but time-consuming and expensive. Thus, the use of computational solutions is of great interest. In principle, the study of abstract shapes of RNA molecules is a promising approach. RNAshapes implements efficient computation of abstract shapes by clustering of the structures. Here, we validate the RNAshapes approach on several example systems. We show that abstract shapes can reveal differences in RNA function, which cannot be detected by free energy. More interestingly, we demonstrate that abstract shapes can be used to efficiently select an appropriate RNA function. Additionally, shape analysis is of benefit in predicting the function of unstructured parts of RNAs. RNAshapes can be downloaded for local installation from the website.
This is a free online book (eBook) about Linux, that teaches you Linux the right way, step-by-step and using the right tools and approach. The book covers all the aspects of Linux, including Installation, Setup, and Basic System Administration. You’ll learn to install and configure a server, desktop, and file system. You’ll also learn about the Linux OS, The Linux Kernel, and Linux File System. This book will teach you how to use Linux to write programs and scripts in Bash shell, C, C++, Java, Python, and PHP.
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