Vol 1, No 1 (In publishing)





Table of Contents

Articles

by Jingwen Sun
34 Views, 46 PDF Downloads
The kNN algorithm is a well-known pattern recognition method, which is one of the best text classifi cation algorithms. It is one of the simplest machine learning algorithms in machine learning classification algorithm. In this paper, we summarize the kNN algorithm and related literature, introduce the idea, principle, implementation steps and implementation code of kNN algorithm in detail, and analyze the advantages and disadvantages of the algorithm and its various improvement schemes. This paper also introduces the development of kNN algorithm, the important published papers. At the end of this paper, the application of kNN algorithm is introduced, and its implementation in text classifi cation is emphasized.
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Articles

by Yueming Peng
13 Views, 50 PDF Downloads
The growing economy and the information age have arrived. The life of a variety of information tends to be digital and clear. Taxi management system is born in such an environment, the increasingly developed tra ffi c, taxi information is complicated. So we will play a huge computer storage space, high-performance processing power, highly reliable data security, clear visual data and other advantages to assist the management of the taxi management, to achieve a reasonable use of computer resources, and truly the purpose of reducing the labor force to improve the quality of labor. This paper mainly analyzes the main components of the system, including the demand situation, the design goal of the system, the data structure, the data fl ow and the main features of the system. The detailed ideas and implementation methods of the system function module are introduced, part of the source code for a detailed description.
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Articles

by Shifeng Ye
62 Views, 41 PDF Downloads
With the rapid development of information technology and the gradual expansion of education, the construction of campus information is accelerating. The use of information technology to promote teaching reform is an important idea for the current school education reform, it is to improve the quality of teaching specifi c measures, especially new requirements is needed for colleges and universities as they continue to expand enrollment and teaching resources. Way to make full use of limited resources, use more scientifi c management methods and teaching methods, improve work effi  ciency, ensure the quality of teaching, improve the eff ectiveness of running a school, has become an important subject of university research. The application of computer in teaching management is the key to realize the scientifi c and modern teaching management. To improve the quality of teaching, we must grasp the various teaching links. The examination is an important part for the students to test the eff ect of learning. Objective evaluation of the students as a means of curriculum construction is also an important part. In the school teaching work, the traditional test questions management is usually in the form of questions or test paper set, and design manually by teachers, which is large, and complex. The automatically generation system for test paper integrated the traditional manual volume, which solves a lot of problems, such as avoid unnecessary duplication of eff ort, saving the human resources and time; the use of scientifi c measures to evaluate and evaluate the diffi  culty of harmonizing papers, the eff ective quality of test papers; and a signifi cant reduction in the probability of missing errors in the test paper, reduce unnecessary trouble
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Articles

by Wenyong Xu
13 Views, 13 PDF Downloads
MATLAB is a very powerful engineering and practical software for data analysis and processing. It is very convenient to analyze and deal with it. This paper introduces how to collect the speech signal and voice signal acquisition in MATLAB environment, and analyze the MATLAB of speech signal processing by an example. The basic principle and basic process of texture image analysis based on Fourier transform spectrum are described by MATLAB simulation of sinusoidal texture image and spectral characteristic analysis of sinusoidal texture image. The program is written, and the spatial texture image with ideal sine distribution is obtained, and its spectral characteristics are analyzed. According to the defi nition of discrete Fourier transform DFT, a method of calculating the amplitude spectrum of discrete signal by DFT is deduced. The eff ectiveness of the method is verifi ed by MATLAB simulation.
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Articles

by Zhigang Hu
20 Views, 33 PDF Downloads
Virtual reality is a new technology with wide application prospect in recent years. At present, virtual reality technology has been widely used in entertainment games, architectural design, medical and other fields. Based on the concept, characteristics and application of virtual reality technology, this paper introduces the key technologies needed to realize virtual reality, and then introduces the recent hot research direction of virtual reality, such as 3D model retrieval technology, 3D model watermarking technology, distribution type virtual environment communication technology.
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