Advances in Intelligent Systems Research

Neural network-based applications are recently shown promising results for text classification. However, it is still challenging for the model to contemplate local features and word contingent on the information of the sentence. This work proposed a deep learning approach to generate a more precise sentence...

In this work we present a thresholding algorithm for greyscale images. Our proposal is based on the use of grouping functions to find the best threshold. These functions are able to measure the membership of a grey intensity to the background or to the object of the image, so the best threshold is the...

In order to realize massive information data mining, the traditional Apriori algorithm is updated into a Map/Reduce-based frequent itemsets generating method, so as to distribute the massive data into several servers for parallel processing. The construction of Hadoop platform helps to realize this method...

Up to this modern and advanced era of technology, photograph is considered as a medium to record moments and events. Through social commentary photography artists produced photography artworks to represent their ideas through expressing their opinion, emotions, and sentiments for the viewers. However,...

A new universal steganalysis method based on statistical characteristic of multi-domain features extraction is proposed in this paper, mainly aimed at detecting hidden information in images with multiple common formats. Features are firstly extracted in contourlet domain and extended to spatial domain...

It has been the focus of attention for all parties that how to encourage enterprises senior managerial personnel. As the important measurement of the corporate value, Tobin-q provides important guidance for management compensation. Based on the data of the public listed companies in China, This paper...

The paper emphasizes how to set up and operate the RFID in the warehouse work of storage, shelves, transfer, tray adjustment, sorting, delivery and inventory process, particularly introduces the information interaction and seamless docking between the RFID background application system and warehouse...

As a large agricultural country, agricultural products at farmers markets and supermarkets to buy consumption concept is deeply ingrained, marketing has many defects, such as sales supply chain is too complex, farmers have no pricing power, income has always been difficult to improve, quality good buckwheat...

The simulation and hardware realization of ground clutter in airborne radar are discussed in this paper. We use the statistical approach to model the clutter and utilize ZMNL method to achieve the simulation of coherent Weibull distribution sequences. This paper presents an efficient method of ground...

The purpose of the paper was to explore the dynamic information flow among brain regions, which took part in the perception of the semantic relationship between the scene and the sound of the object within the scene. 15 healthy volunteers were recruited to observe the 4 categories (32 subclasses) of...

With the fast development of the communication industry in China, the users of a telecom carrier may transfer their business into another better telecom carrier. Therefore, such potential loss may make the telecom carrier more and more challenging.ÿHow to apply data mining technique in the prediction...

In this paper, we propose using probabilistic atlas of lacunar infarcts to improve accuracy of lacunar infarcts detection. The cerebral vascular disease is responsible for about 10% of all death in Japan. Therefore, Brain dock is popular method to take preventive measures in Japan. In this Brain dock,...

Uzbekistan possesses high potential for production increase of environmentally safe horticultural and livestock products, population supply with them, their promotion to the world markets. By the strategy of actions in five priority directions of the Republic of Uzbekistan development in 2017-2021 the...

In this paper, the kinetic process of extracting total protein from quinoa by AOT/ isooctane reverse micelles was systematically studied. The effects of extraction time, extraction temperature, particle size and oscillation rate on quinoa protein forward extraction rate were investigated respectively....

The difference between equality and identity of two fuzzy numbers is discussed in this paper. According to fuzzy arithmetic with requisite constraints put forward by Klir, the fuzzy arithmetic with equality constraints and its expression based on structured element are put forward, and then the irreversible...

Craniofacial superimposition is a forensic process where photographs or video shots of a missing person are compared with the skull that is found. By projecting both photographs on top of each other (or, even better, matching a scanned three-dimensional skull model against the face photo/video shot),...

This article has designed a new sample pool for online measures the optical properties of oil compounds which contains in water impurity. The sample pool adopt unique circulation type of sampling technology to makes the continuous on-line detection, the sample pool design including light source, optical...

In this paper, an improved feature selection algorithm by conditional mutual information with Parzen window was proposed, which adopted conditional mutual information as an evaluation criterion of feature selection in order to overcome the deficiency of feature redundant and used Parzen window to estimate...

This paper takes the 248 disaster events happened in China from 1998 to 2016 as samples, uses text mining, descriptive statistics, association rules and other methods to implement event extraction for disaster events in history, and then analyzes characteristics of the disasters including type, location...

As a figure of speech, metaphor is more vivid and flexible than simile, so metaphor can better express the theme in news English and enhance readers' cognition, rendering great help in creating characteristic news release with intense infection. In translating metaphors in news English, in order to retain...

The essay regards the current situation and strategy about teenager-football training in Sichuan province as the study object, and draws a conclusion which indicates the main reasons of low efficiency of football training are that lack of the ways of teenager-football training and the ignorance of the...

In order to solve the innovation of university institutional change in China with the institutional economics of path dependence theory, a feasible solution is used in this paper. By introducing the institutional economics of path dependence theory, it stipulates the developing direction of the university...

This study investigated the effect of the Live DVD self-learning system on English learning movitvation of students of a Taiwanese technological university. Modeled on on the ARCS motivation model of Keller (1987), this study vali-dated the ARCS model, examined the effects of Majors and English Levels...

The paper introduces the needs of China developing new energy. The new energy industry is likely to become the engine of the new round of industrial revolution, which is mainly due to new energy accords with human aspirations on reducing excessive consumption of resources and protecting environment of...

The joining of magnesium alloy AZ31B and mild steel Q235 is realized by the addition of a Ni interlayer using resistance spot welding technique. The bonding mechanisms of the dissimilar joining have been investigated using mechanical testing and metallurgical examination. The results show that the formation...

It has proved that the improved TLS-ESPRIT algorithm is more accurate than the TLS-ESPRIT algorithm in DOA estimation such as azimuth and elevation estimation at different SNR through experiments. The improved algorithm can show its superiority especially under the condition of the low SNR, its variance...

The cooperative OA system is a subsystem of the ceramic cloud technology service integration platform, which is a multi-tenant application software based on SaaS. With the use of database accessing middleware and the technology of single sign-on (SSO) and role-based rights management, it integrates and...

In recent years, Taiwan has been proactively promoting the development of its cultural and creative industries and the development of local cultural characteristics. In addition, it has been encouraging the integration of industrial development and cultural elements to create unique industrial competitiveness....

Pulse combustion as an advanced combustion has many advantages, such as high combustion efficiency, low pollution emissions. Due to the complex mechanism of pulse combustion, narrow adjustment range of load, it is difficult to achieve a large-scale application. For this reason, the pulse combustion process...

This paper comes up with a high frequency frame real-time image compression technology which is based on high frequency frame camera. On the basis of the technology, I designed a high-frequency frame real-time image processor hardware system that combined TMS320CDM642 with EP2C35 FPGA. Based on TI's...

In this era of rapid subversion of the Internet, China's traditional enterprises are experiencing unprecedented transition pains. Based on the tea industry business models, analysis of tea industry's traditional business model, as well as new business models, and as a basis for further analysis of problems...

This paper aims at the measurement problem of High Intensity Focused Ultrasound (HIFU). In order to measure the sound parameters of HIFU, we study the near-field cross-spectrum method. That is to say, the complex sound pressure of two adjacent planes can be measured in the near field, besides, the sound...

A vector algorithm is an algorithm that applies a bounded number of vector operations to an input vector, regardless of the length of the input. The allowable operations are usually restricted to bit-wise operations available in processors, including shifts and binary addition with carry. This paper...

Biotech is called the 4th industry revolution in human history, and the 21st century is called the century of biotechnology represented by gene technology which trans-genetic technology is the important part of it. The biotech application speed is the quickest comparing with other technologies, and now...

Mobile operating systems (e.g., iOS, Android, Windows Mobile, etc) are becoming powerful platforms on which various applications can be installed and run. Each mobile OS offers application store (e.g., Apple App Store, Android Play, etc) for developers to easily publish applications and earn profits....

Rural land mortgage loan is an important part of rural financial products and service modes innovation. As the main demand party of rural finance, farmers’ mortgage willingness is significant to the development and spread of rural land mortgage loan business. This paper, based on the survey data of 140...

Conventionally, ultrasound-based non-destructive testing (UNDT) is employed to examine the solid rocket motor (SRM) during its surveillance and maintenance. To avoid training with real equipment, virtual UNDT training system has been developed. To enhancement training effect with high immersion, a novel...

The article presents the development of a method for planning the trajectory of motion of the joints of an anthropomorphic manipulator in virtual reality with copy control with haptic gloves based on the method of calculating the position of the operator’s hands. The article discusses the existing development...

The academic career development of university teachers is a comprehensive concept. Pushing it towards a higher level and deeper connotation of development is not only an innovation to the traditional academic evaluation system but also a profound reflection and reconstruction of the long-term development...

Based on a sample of 1493 CSSCI source journals included in the CNKI database from 2002–2022, CiteSpace visual analysis technology was applied to identify clusters by extracting keywords and using the log-likelihood ratio (LLR) algorithm to generate clustering labels in the co-citation network. The results...

In this paper,we introduce a new technology named Duty Cycle Division Multiplexing(DCDM) which realizes multiplexing by assigning each user a different RZ duty cycle. Multiplexing and demultiplexing principle of DCDM are analyzed. And we design demultiplexer of DCDM system using Matlab. In order to verify...

As a climatic phenomenon, the urban heat island (UHI) obtains intrinsic variation characteristics at different temporal scales. However, investigations on the intra-annual variations of UHI in mega cities are still rare. In this study, high-quality LST time-series datasets of the Beijing municipality...

Since China entered the WTO and successfully hosted the Olympic Games, the communication and exchange between China and other countries has become increasingly closer, and the international status has been improved greatly. With the rapid development of the tourism industry and further opening up to...

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...

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...

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...