Advances in Intelligent Systems Research

In order to deal with the problems that defense measures are not been take into accounted and the return of the unit cost in network security analysis, a active defense strategies selection method for network mixed malicious actions was proposed. Firstly, a network security mixed game model was presented...

It is a review of the distinct physical characteristics of left-handed materials. A new idea is proposed that the left-handed materials are applied to the design of microstrip antenna. Two microstrip antennas are designed based on the new left-handed Structure which definitely enhance the directivity...

For scenarios that application data stored separately in relational database and non-relational database, an establishment of a unified query abstraction layer for SQL and NoSQL database is proposed, which can query data from different database as from a single data source. By transforming NoSQL data...

Use the history monitoring data of the gas of Shaanxi Huangling No.2 coal mine, the time series of monitoring data are decomposed and smoothed by using R language. The abnormal and missing values in the raw data are analyzed and three methods of time series smoothing (Simple exponential smoothing method,...

The single letter substitution encryption is the basis of the most widely encryption methods in cryptography. Therefore, it is extremely significant for the development of the cryptography to decipher this kind of encryption efficiently and correctly. Researchers elaborately analyzed the features of...

For nonlinear systems (NLS), the estimator design is a crucial and important problem. In this paper, projection-filter-method (PFM) based state estimation approach is proposed to NLS. As the weak solution of stochastic differential model of NLS is denoted by the Kolmogorov's forward equation, this paper...

It has become well known that knowledge about key network members is essential for monitoring public opinion and controlling rumor propagation effectively in online social networks. According to global topology of online social network and coritivity theory, a coritivity-based method for finding key...

Objective: To explore a method to identify classical recipes of traditional Chinese medicine (TCM) from clinical prescriptions of traditional Chinese medicine (TCM). Methods: By using the template matching algorithm in the field of image processing, this paper designs a kind of computer algorithm for...

The communication network of wide-area stable control in power system requires high precision of time synchronization. At present, substations are all configured with satellite receivers to realize time synchronization, and ground network has not been realized yet, which has a large potential safety...

Many tofu is produced by small and medium enterprises (SME). The process of producing tofu the resulting output is tofu and secondary products. The secondary products are solid and liquid waste. The solid waste produced has a crude protein content of around 21.29%. Because the protein content found in...

With the advent of the era of big data, data analysis and processing has become a hot topic of research, and data mining has become a top priority. Based on the discussion of clustering algorithm, this paper proposes a hybrid clustering algorithm. The algorithm solves the dilemma of relying too much...

Taxi is one of the important means of transportation for citizens. “Difficulty to take a taxi” is a hot social issue. With the arrival of “Internet+” times, a number of companies have established the taxi service platforms based on the Internet, which have realized the information exchange between the...

The accuracy of Doppler mean frequence estimation is vital in some related areas. In this paper, two typical estimation algorithms for mean frequency in time domain are discussed. Based on the mathematics derivation of different methods, the conclusion could be obatained that the precision was mostly...

In order to improve the prediction accuracy, applies the Support Vector Machine (SVM) theory to the prediction of the Nonlinear Series. Based on the analysis of the basic theory for the prediction, adopts the Cross Validation method to choose the best parameters and then establishes the prediction model....

Labeling corpus with Feature Structure is a new attempt of the large-scale semantic descriptions and semantic annotation. This paper put forward the Feature Structure theory to resolve the semantic label of Chinese phrases and sentences. We chose “subject-predicate predicate sentence” as the research...

With the enrollment expansion of college increasing, the traditional multimedia teaching method is very difficult to adapt to the requirement under the net envi-ronment with modern information. Thus, the author made sufficient research on the existed teaching model and found its inherited advantages...

This paper introduces a call admission control (CAC) strategy for LTE femtocell networks supporting multimedia services with different classes of traffic and diverse bandwidth requirements. In this work, the multi-service CAC strategy composes of two parts: subscriber authentication and queuing admission...

Based on deep investigation of part of Tianjin vocational students’ mental health, the paper provides a comprehensive analysis on current situation and problems of vocational students’ mental health, and puts forward targeted education counter measures.

Internet liberated the public voice, and enjoys the opinion privilege that conventional media lacks. But the internet public opinion which is characterized in its grassroot features needs to be promoted and guided by the authority and credibility of the conventional media. Based on the formation and...

The wide application of WAMS (Wide Area Measurement System) provided a new thinking for transient stability analysis of power system. Based on real-time measurement information from WAMS, a method to quickly analysis power system transient stability that does not depend on network structure, model and...

As the society comes into the era of global globalization, the demand for resources and market of the enterprises is much stronger. The trend of international management among enterprises is inevitable, and the operation and management of cross-cultural also follow the international trend. But due to...

Due to the distrust among logistics alliance members, the alliance's relationship becomes unstable, or even can be terminated. How trust affects the alliance’s stability in the process of the cooperative game among logistics alliance members Using a cooperative game model, this paper studies the effects...

The Internet of Things (IOT), extensions of the Internet into everything in the real world, enables computation all over the world. Albeit important, very few studies intended to predict the IoT market. In order to forecast the IoT market effectively with very few data, the GM(1,1) based Grey forecasting...

the life growth and life experience often influence the teaching and research of teachers, the special death experience brought by the psychological fear brought by the horror of self-death and staring at the death of others makes the author fall in love with the teaching of life and death education....

Electricity price forecasting is a relevant yet hard task in the field of one step time series forecasting. A new approach called Pattern Sequence-based Forecasting (PSF) shows a remarkable improvement in the time series prediction. The PSF consists of four steps: clustering, extraction pattern subsequence,...

With the development of intelligent transportation system, the automatic recognition of pavement guide marks has attracted more and more attention. Due to their convexity-concavity in shape, existing algorithms can hardly complete the task. This paper introduces projection technique that transforming...

In this article based on databases of 3D female bodies emulator, 3D jacket emulator, textile material parameters, historical photos and pattern parameters, an automatic pattern making and its 3D emulator model support system of woman warm jacket was developed. In this system different databases were...

It is well known that differential equations and integral equations are important tools to discuss the rule of natural phenomena. Various generalizations of the Gronwall-Bellman inequality are important tools in the study of existence, uniqueness, boundedness, stability, continuous dependence on the...

The mobile learning platform system applies C/S structure. It not only implements the functions including user registration, login, inquiry, downloading learning resource information and delivering help information on mobile client, and implements the functions of managers managing domestic consumer,...

Internet hot concept being popular often demonstrates the leading edge of the industry and improves the added value of products. In order to explore the main reason for these concepts being given a lot of attention in a short time, from memes perspective and based on the analysis of searching frequency,...

Uniform alternating electromagnetic field will be induced in specimen with alternating current excitation. The distribution of induced field will be perturbed by the existence of crack. To study the perturbation feature caused by crack, the specimen containing longitudinal and transverse cracks are detected...

Recently, the genetic association of human facial morphological variation attracts substantial attention. This study proposes a general framework for analyzing facial morphology variation using scanned 3D landmarks, and explores the phenotype features of facial morphology for identifying population root...

Medical image data require strict security, confidentiality and integrity when transmitted and stored in hospitals. However, the transmission of wireless and wired networks has made the medical information vulnerable to attacks like tampering, hacking etc. And the Region of Interest(ROI) of medical image...

In India, the advent of Artificial Intelligence, AI, has ushered a new era of industrial revolution. However, there is a growing concern around its impact on employment. The accelerating development of artificial intelligence is increasingly automating repetitive tasks, potentially resulting in job losses...

The digital economy era has spurred the development of data assets, with data showing an explosive growth trend and diversified application value. The data resources of power grid enterprises as the owner of the “data gold mine” have the characteristics of strong professional attributes, large collection...

Nowadays, food security has become a nationally primary problem. Also, the universities canteen food face the same problem. At this paper, I will give you my opinion with the problem of the college canteen food safety, and the construction of food safety guarantee system, and the basic idea and guarantee...

With the increasing demand of fresh agricultural products, many scholars have paid more and more attention to the study of performance of fresh agricultural products supply chain. Based on the running effect, operating costs and service quality of fresh agricultural products supply chain, this paper...

First the authors through understand the opportunities and challenges which the publishing industry faced in the development in China, determine printed sheets of the books, newspapers and magazines is one of the important Indices. Then use statistical analysis method of hierarchy analysis and regression...

With the intensification of market competition and the tendency of product homogeneity, the problem of channel conflict is becoming more and more obvious. In general, channel conflict is divided into three types: vertical channel conflict, multi-channel conflict and horizontal channel conflict. This...

Establishing the financial risk early-warning model of large data company is of great significance for the development of large data industry. This paper takes the electronic information industry as the representative's large data listed company as the sample, uses the Life table analysis and the multilayer...

The purpose of the study is to design an inductor for DC/DC converter in charging cord. In an integrated circuit(IC), the size of capacitor and resistance is easy to reduce. Thus the key is to guarantee the size and value of the inductor simultaneously. To fit the cord, the new inductor is shaped as...

Energy disaggregation is the task of estimating power consumption of each individual appliance from the whole-house electric signals. In this paper, we study this task based on deep learning methods which have achieved a lot of success in various domains recently. We introduce the feature extraction...

This article discusses the issue of digitalization of the agro-industrial complex, using the example of two locations of the same size, soil cover, predecessors, put up two sowing units “John Deere 1820”, a navigation system was installed in one of the units. According to the results of the sowing works,...

To improve registration performance of machine vision under complex environment, an improved RANSAC rapid point cloud registration algorithm is presented upon the principle of cross ratio invariability for internal feature points of a registered target. By analyzing the model of a registered target,...

This paper presents an adaptive speckle reduction method through diffused growing region filtering based on image segmentation. The main idea is to smooth the speckle regions adaptively and preserve the edge and tissue structure. The criterion of speckle region is defined from a similarity value obtained...

The effects of heat treatment on microstructures and mechanical properties of MgZnZr alloy have been investigated through the preparation of alloy, analysis of microstructure and test of mechanical properties. The results show that, the microstructures and mechanical properties of Mg-5.5%Zn- 0.5%Zr alloy...

Wireless sensor networks comprise of minor battery driven devices with restricted energy resources.Once installed,the minor sensor nodes are usually unapproachable to the operator, and thus auxiliary of the energy source is not practicable.Hence,energy proficiency is a vital design issue that needs to...

Mobile agents (MA) needs to migrate to several host to accomplish its task .Migration strategy is responsible for planning out an optimal migration path ,which ensures mobile agent to complete its task correctly and efficiently at the minimum cost .This paper describe the strategy adopted by a mobile...

The demand for faster and energy- efficient arithmetic circuits continues to grow with the rise of modern VLSI applications. This paper explores a 4- bit Ladner-Fischer Parallel Prefix Adder (LF-PPA) implemented using non- conventional logic techniques such as Pass Transistor Logic (PTL), Double Pass...

The critical need to reduce greenhouse gas emissions, fossil fuel reliance, and promote sustainable mobility is transforming the global transportation industry. Government green subsidies have become important policy tools to spur innovation and speed the adoption of electric vehicles (EVs) and associated...

Dementia is a serious problem worldwide, which brings great trouble to people’s life. Therefore, to better control this disease, it is necessary to find out the main factors of dementia. Artificial Intelligence and machine learning can be very good at solving this kind of issue. This research is based...

This paper took four kinds of circuit layouts for mutual capacitive touch panel design, such as diamond, metal mesh, strip, and strip-style semi-ladder tree. One could see the electrodes overlapping area for the patterns of mesh and strip is the largest, but its percentage change of mutual capacitance...

Association rules mining is a most of important tasks in data mining research. While most of the existing discovery algorithms are dedicated to efficiently mining of frequent patterns, it has been noted recently that some of the infrequent patterns can provide useful insight view into the data. As a...

The comprehensive training platform of Financial Management Major is a multi-functional professional education center integrating teaching practice and technical service,. The paper takes the practice courses of Financial Management Major as the research object, and analyzes the shortcomings of the current...

Based upon DEA model, this paper conducts an empirical study on the finance support efficiency of public companies from culture industry during the period from 2009 to 2012, and at the same time, by applying Logit model, analyses the factors that have impacts on the financing efficiency of culture industry....

In this paper a new taxonomy for feature selection algorithms created for high-dimensional datasets is proposed. Also, several selectors are described, analyzed and evaluated. It was observed that the Cfs-SFS algorithm reached the best solutions in most of the cases. Nevertheless, its application in...

Low-carbon economy based on low energy consumption, low pollution, low emission based economic model, is a great progress of human society in the two previous civilizations. Low carbon economy is an emerging in the contemporary a new economic form and mode of development. Green logistics is to reduce...

Previous research implicated that feeling-of-knowing (FOK) and feeling-of-not-knowing (FOnK) might be two different cognitive processes. Based on this hypothesis, an experiment was conducted by examining FOK and FOnK judgment under different levels of processing and different kinds of materials. The...

At present, the domestic and foreign scholars mainly use the co integration test to study the relationship between defense spending and economic growth. These methods mainly study the relationship from the point of view of the data, which can only come to the long-term stable relationship or causal relationship...

This article based on grinding technology production processes and requirements, according to the KingView analysis, based on PLC control principle, to design a new algorithm suitable for grinding process that can achieve automatic control, then the grinding process can be entire automatic control in...

In order to effectively improve the stability of the coal mine water disasters emergency rescue system, the establishment 0f the index system to measure the stability standing on the view of mid-control and dynamic analysis, which includes six elements: personnel quality factor capital factor management...

Low power consumption has become an extremely important design goal for system-on-chip(SOC). This paper analyzes the impact of power consumption on the digital chip and the composition of power consumption in the circuit, and then proposes a low-power implementation strategy for SOC system with embedded...

Chinese traditional culture is valuable to Chinese nation which has become one of the most important resources of students' ideological and political education through its abundant cultural context. Integrating these two factors mentioned above will exert great influence on education and transmission...

The key to the external interference in learning motivation lies in the motives and excitation. Cultivation of learning motivation focuses on shaping the value and the correct encouragement education can improve the learners’ self-expectancy. Learning excitation is an art relying on the educators’ creative...

Lithium-ion (Li-on) battery state of charge (SOC) estimation is important for electric vehicles (EVs). To eliminate the effects of colored noise on SOC estimation, a new estimation method that based on Unscented Kalman Filter (UKF) Algorithm is proposed for high-power Li-ion batteries. First of all,...

Information management of surface water pollution is one of the most important aspects of environmental management, which can effectively manage and visualize water pollution monitoring information. Water quality model is key technology of surface water pollution monitoring, which concerns about monitoring...

With the rapid development of computer technology, storage systems become more and more important, the virtual storage technology can simplify storage system and more and more attention. This article briefly describes the concept of virtual storage technology, focusing on the classification of the virtual...

With the developing of wireless sensor networks (WSNs), more application approach have greatly encouraged the use of sensors for multi-target tracking. The high efficiency detection and location monitoring are crucial requirements for multi-target tracking in a WSN of indoor environment, especially the...

With the increasing popularity of sports competitions, the recognition of number plate images has become a label for athletes in order to make it easier to monitor their progress and status in real time. This paper proposes a comprehensive deep convolutional neural network model for number plate recognition....

This paper utilizes TMETM remote sensing images of Yining, Xinjiang from 1990, as well as RS technology to revise and enhance the images and improve images fusion. On the basis of field surveys, remote sensing image interpretation signs of the study area were set up. We extracted information from the...

Teaching system is based on the feedback. The internal function of a logical teaching system is monitored and regulated by the feedback. Constructing the feedback mechanism of teaching approach and making use of the feedback information to improve teaching effect are urgent problems of cartography course....

Electromagnetic wave propagation model needs to be corrected before it is used to predict wireless signal coverage. Control of the correction error will directly affect the accuracy of coverage prediction. A method to reduce the correction error is introduced in this paper. In this way, we carry out...

companied by the development of the socialist market economy, the usufructuary rights which corresponds to the secured interest is achieved by people as for the tool of ensuring the the creditor's rights. It has a crucial role in the maintenance of the socialist commodity circulation order and it ensures...

The time-frequency double selective characteristic of wireless fading channel destroys the orthogonality among subcarriers, thus generating ICI, which affects the quality of communication seriously. Starting from subcarriers, an ICI suppression scheme based on affine fourier transform was proposed to...

In the current career climate characterised by rapid change and turbulence, employees with high uncertainty avoidance may develop psychological attachment to their peers and supervisors in order to increase organisational socialisation. The present study aims to investigate the impact of uncertainty...

In 2016, Ivan Gutman et al. proposed the conception of the Gutman index of graphs. In this paper, based on the Gutman index of graphs, the vertex Gutman index of graphs is defined. On this basis, we obtained the maximum values and rankings of the vertex Gutman index of extended double stars, the extremal...

A new type of high strength microalloyed forging steel used in fracture splitting connecting rods was developed. By chemical composition and process design, a network of ferrite and pearlite could obtain, it was benefit to fracture splitting. Compare with C70S6 which normally used in fracture splitting...

Temperature and ampacity of cables are obtained by calculating the Standard model of IEC 60287 familiarly. However, It is difficult to calculate the ampacity of cable laying in tunnel precisely by using traditional computing model with complex structure, variable environment of cable tunnels. Thence,...

In this paper, we analyze and extract the Tibetan text features structure based on k-means image character recognition algorithm. Through character library file generated from Tessract-ocr training, we improve the accuracy and recognition of image text recognition and extraction and realize the identification...

Futures brokers’ income is mainly based on poundage, which easily lead to induce investors do unnecessary transactions. Disposition effect exist in future market commonly. We construct a prospect theory investment decision model with induce transaction, to explore the relationship between induce transactions...

The future multimedia Internet needs mechanisms to provide QoS (Quality of Service) for users. Service curve (SC) is an effective description of QoS and SCED (service curve based earliest deadline first policy) is an efficient scheduling algorithm to guarantee SCs specified by users. Deadline calculation...

In the actual detection, due to bandwidth?channel fading and channel noise, the ideal channel isn’t assured from the local detector to fusion center, so the optimal detection arithmetic is rectified accordingly. In this paper, we study the global optimal detection algorithm based on the two kinds of...

According to the poor efficiency of the traditional Hough transform algorithm to detect the pupil center, this paper proposed an edge gradient algorithm, which combines with improved Hough transform algorithm to detect the pupil center. At the beginning, a modified Hough transform algorithm was used...

This paper combines semantics and syntax to study the combining separable slots of V+O separable words in modern Chinese in a comprehensive perspective, namely the [AB+] form. The paper discusses and analyzes the selection and restriction within the quantitative V+O separable words. It further analyzes...

In light of the application research of aluminum alloy rheological forming,it introduces the application of Rheoforming with several aluminum alloys based on Rheoforming applied research of Key Lab of Near Net Forming in Jiangxi Province in recent years, there are mainly LAO and LSPSF semi-solid slurry...

A novel algorithm based on background modelling and active contour model is proposed for moving object edge detection. Firstly, it uses the background modeling to complete moving object detection, then it uses quad-tree decomposition method to contain the corresponding to the foreground image, through...

Video course is an important part of re-source sharing course construction for college. Firstly, this paper analyzed some shortage such as lack of professional filming environment, monotony of the video screen, lack of design of teaching, lack of post-production. Secondly, some improvements were proposed,...

The modern development of technology determines the feasibility of the transition in agriculture from manual labor to automatic production. One of the promising areas is the automation of growing vegetable crops in greenhouse complexes. Necessary factors for intensive plant growth and unfavorable for...

The rapid increase in digital academic content has made plagiarism detection essential for schools and teachers. Most traditional plagiarism tools depend on matching exact phrases, but they often miss content that has been rephrased or is similar in meaning to the original content. This paper introduces...

The problem of safety in the system is a vital as well as sensitive issue. The situation arises for the confidentiality in any institution in addition with that of the personalities too, exclusively it is significant complex data, which is conveyed diagonally to the links. In the outcome, different intrusion...

In this paper, the advertisement design major of Higher Vocational Teaching Reform in several aspects are analyzed, such as the occupation of higher vocational teacher training; the depth of school-enterprise cooperation, training skilled personnel; to change the traditional teaching environment, the...

Aiming to problem of how to optimize the cloud computing location, an improved PSO algorithm is designed to handle this problem, using the improved PSO algorithm servers location and communication cost can be optimized under cloud computing situation. Though theoretical derivation, the correctness of...

With the rapid development of economy, the world is thick with commercials and advertisements. The aim of advertisements is to persuade the potential customers to buy their product by means of impressive words, so advertisers are very careful about the choice of words. In order to compete with many other...

By the use of dipole theory and “point effect” theory, electromagnetic field at any point in space, initial attachment features between lightning and aircraft and electric field intensity at “sharp” and “terminal” parts were researched theoretically. Conclusion was got: “sharp” and “terminal” parts are...

Earnings management has been existed for a long time in the West, which has also been widely concerned by the accounting profession in China in recently years. The earnings management of listed companies has become the focus of investors, creditors, competent public authorities and the institutions that...

Education is one of important application fields of big data, and with the technology developing of big data, education data in scale is becoming larger and larger, and the breadth and depth of data are expanding. Through techniques of learning analytics and educational data mining, educators can get...

tax law course is a course with strong theoretical property, practicalness and timeliness. Most national fiscal revenue comes from tax revenue. Tax revenue is closely related to every one in current society. To be familiar with tax law and able to complete tax handling is the essential requirements for...

Knowledge management and the accumulation of knowledge assets can enhance an enterprise's competitiveness. However, knowledge is intangible and immeasurable, and effective knsawledge management is challenging. The interior decoration industry is characterized by project implementation and discontinuous...

There are many types of device interfaces in the communication anti-jamming test environment, and the control instructions vary greatly. Most of the traditional test control systems are developed only for specific equipment and interfaces of a manufacturer, and its function is single. Because the reuse...

In this paper, we measured liquid surface tension coefficient of the 20 degrees' pure water by FD-NST-I liquid surface tension coefficient measuring instrument, and made further discussion of when to read the number of digital voltmeter. We divided the pulling escape process of ring leaving liquid membrane...